TorBT - Torrents and Magnet Links Search Engine
Coursera - AI for Medicine Specialization
- Date: 2026-04-03
- Size: 812 MB
- Files: 451
File Name
Size
1. ai-for-medical-diagnosis/01_disease-detection-with-computer-vision/01_welcome-to-the-ai-for-medicine-specialization/01_welcome-to-the-specialization-with-andrew-and-pranav.mp4
24 MB
1. ai-for-medical-diagnosis/01_disease-detection-with-computer-vision/01_welcome-to-the-ai-for-medicine-specialization/01_welcome-to-the-specialization-with-andrew-and-pranav.en.txt
4.1 kB
1. ai-for-medical-diagnosis/01_disease-detection-with-computer-vision/01_welcome-to-the-ai-for-medicine-specialization/01_welcome-to-the-specialization-with-andrew-and-pranav.en.srt
8.0 kB
1. ai-for-medical-diagnosis/01_disease-detection-with-computer-vision/01_welcome-to-the-ai-for-medicine-specialization/02_demo.en.srt
1.8 kB
1. ai-for-medical-diagnosis/01_disease-detection-with-computer-vision/01_welcome-to-the-ai-for-medicine-specialization/02_demo.en.txt
1.1 kB
1. ai-for-medical-diagnosis/01_disease-detection-with-computer-vision/01_welcome-to-the-ai-for-medicine-specialization/02_demo.mp4
10 MB
1. ai-for-medical-diagnosis/01_disease-detection-with-computer-vision/01_welcome-to-the-ai-for-medicine-specialization/03_recommended-pre-requisites.en.srt
1.7 kB
1. ai-for-medical-diagnosis/01_disease-detection-with-computer-vision/01_welcome-to-the-ai-for-medicine-specialization/03_recommended-pre-requisites.en.txt
900 B
1. ai-for-medical-diagnosis/01_disease-detection-with-computer-vision/01_welcome-to-the-ai-for-medicine-specialization/03_recommended-pre-requisites.mp4
7.9 MB
1. ai-for-medical-diagnosis/01_disease-detection-with-computer-vision/01_welcome-to-the-ai-for-medicine-specialization/04_important-have-questions-issues-or-ideas-join-our-forum_instructions.html
1.6 kB
1. ai-for-medical-diagnosis/01_disease-detection-with-computer-vision/02_applications-of-computer-vision-to-medical-diagnosis/01_medical-image-diagnosis.en.srt
3.3 kB
1. ai-for-medical-diagnosis/01_disease-detection-with-computer-vision/02_applications-of-computer-vision-to-medical-diagnosis/01_medical-image-diagnosis.en.txt
1.8 kB
1. ai-for-medical-diagnosis/01_disease-detection-with-computer-vision/02_applications-of-computer-vision-to-medical-diagnosis/01_medical-image-diagnosis.mp4
7.0 MB
1. ai-for-medical-diagnosis/01_disease-detection-with-computer-vision/02_applications-of-computer-vision-to-medical-diagnosis/02_eye-disease-and-cancer-diagnosis.en.srt
4.8 kB
1. ai-for-medical-diagnosis/01_disease-detection-with-computer-vision/02_applications-of-computer-vision-to-medical-diagnosis/02_eye-disease-and-cancer-diagnosis.en.txt
2.5 kB
1. ai-for-medical-diagnosis/01_disease-detection-with-computer-vision/02_applications-of-computer-vision-to-medical-diagnosis/02_eye-disease-and-cancer-diagnosis.mp4
6.3 MB
1. ai-for-medical-diagnosis/01_disease-detection-with-computer-vision/03_handling-class-imbalance-and-small-training-sets/01_building-and-training-a-model-for-medical-diagnosis.en.srt
2.9 kB
1. ai-for-medical-diagnosis/01_disease-detection-with-computer-vision/03_handling-class-imbalance-and-small-training-sets/01_building-and-training-a-model-for-medical-diagnosis.en.txt
1.9 kB
1. ai-for-medical-diagnosis/01_disease-detection-with-computer-vision/03_handling-class-imbalance-and-small-training-sets/01_building-and-training-a-model-for-medical-diagnosis.mp4
7.1 MB
1. ai-for-medical-diagnosis/01_disease-detection-with-computer-vision/03_handling-class-imbalance-and-small-training-sets/02_training-prediction-and-loss.en.srt
2.2 kB
1. ai-for-medical-diagnosis/01_disease-detection-with-computer-vision/03_handling-class-imbalance-and-small-training-sets/02_training-prediction-and-loss.en.txt
1.4 kB
1. ai-for-medical-diagnosis/01_disease-detection-with-computer-vision/03_handling-class-imbalance-and-small-training-sets/02_training-prediction-and-loss.mp4
3.1 MB
1. ai-for-medical-diagnosis/01_disease-detection-with-computer-vision/03_handling-class-imbalance-and-small-training-sets/03_image-classification-and-class-imbalance.en.srt
2.5 kB
1. ai-for-medical-diagnosis/01_disease-detection-with-computer-vision/03_handling-class-imbalance-and-small-training-sets/03_image-classification-and-class-imbalance.en.txt
1.3 kB
1. ai-for-medical-diagnosis/01_disease-detection-with-computer-vision/03_handling-class-imbalance-and-small-training-sets/03_image-classification-and-class-imbalance.mp4
2.5 MB
1. ai-for-medical-diagnosis/01_disease-detection-with-computer-vision/03_handling-class-imbalance-and-small-training-sets/04_binary-cross-entropy-loss-function.en.srt
3.7 kB
1. ai-for-medical-diagnosis/01_disease-detection-with-computer-vision/03_handling-class-imbalance-and-small-training-sets/04_binary-cross-entropy-loss-function.en.txt
2.0 kB
1. ai-for-medical-diagnosis/01_disease-detection-with-computer-vision/03_handling-class-imbalance-and-small-training-sets/04_binary-cross-entropy-loss-function.mp4
4.9 MB
1. ai-for-medical-diagnosis/01_disease-detection-with-computer-vision/03_handling-class-imbalance-and-small-training-sets/05_impact-of-class-imbalance-on-loss-calculation.en.srt
4.7 kB
1. ai-for-medical-diagnosis/01_disease-detection-with-computer-vision/03_handling-class-imbalance-and-small-training-sets/05_impact-of-class-imbalance-on-loss-calculation.en.txt
2.5 kB
1. ai-for-medical-diagnosis/01_disease-detection-with-computer-vision/03_handling-class-imbalance-and-small-training-sets/05_impact-of-class-imbalance-on-loss-calculation.mp4
5.6 MB
1. ai-for-medical-diagnosis/01_disease-detection-with-computer-vision/03_handling-class-imbalance-and-small-training-sets/06_resampling-to-achieve-balanced-classes.en.srt
2.4 kB
1. ai-for-medical-diagnosis/01_disease-detection-with-computer-vision/03_handling-class-imbalance-and-small-training-sets/06_resampling-to-achieve-balanced-classes.en.txt
1.3 kB
1. ai-for-medical-diagnosis/01_disease-detection-with-computer-vision/03_handling-class-imbalance-and-small-training-sets/06_resampling-to-achieve-balanced-classes.mp4
2.8 MB
1. ai-for-medical-diagnosis/01_disease-detection-with-computer-vision/03_handling-class-imbalance-and-small-training-sets/07_multi-task.en.srt
2.7 kB
1. ai-for-medical-diagnosis/01_disease-detection-with-computer-vision/03_handling-class-imbalance-and-small-training-sets/07_multi-task.en.txt
1.4 kB
1. ai-for-medical-diagnosis/01_disease-detection-with-computer-vision/03_handling-class-imbalance-and-small-training-sets/07_multi-task.mp4
2.8 MB
1. ai-for-medical-diagnosis/01_disease-detection-with-computer-vision/03_handling-class-imbalance-and-small-training-sets/08_multi-task-loss-dataset-size-and-cnn-architectures.en.srt
3.6 kB
1. ai-for-medical-diagnosis/01_disease-detection-with-computer-vision/03_handling-class-imbalance-and-small-training-sets/08_multi-task-loss-dataset-size-and-cnn-architectures.en.txt
1.9 kB
1. ai-for-medical-diagnosis/01_disease-detection-with-computer-vision/03_handling-class-imbalance-and-small-training-sets/08_multi-task-loss-dataset-size-and-cnn-architectures.mp4
4.3 MB
1. ai-for-medical-diagnosis/01_disease-detection-with-computer-vision/03_handling-class-imbalance-and-small-training-sets/09_working-with-a-small-training-set.en.srt
4.2 kB
1. ai-for-medical-diagnosis/01_disease-detection-with-computer-vision/03_handling-class-imbalance-and-small-training-sets/09_working-with-a-small-training-set.en.txt
2.2 kB
1. ai-for-medical-diagnosis/01_disease-detection-with-computer-vision/03_handling-class-imbalance-and-small-training-sets/09_working-with-a-small-training-set.mp4
4.6 MB
1. ai-for-medical-diagnosis/01_disease-detection-with-computer-vision/03_handling-class-imbalance-and-small-training-sets/10_generating-more-samples.en.srt
4.9 kB
1. ai-for-medical-diagnosis/01_disease-detection-with-computer-vision/03_handling-class-imbalance-and-small-training-sets/10_generating-more-samples.en.txt
2.6 kB
1. ai-for-medical-diagnosis/01_disease-detection-with-computer-vision/03_handling-class-imbalance-and-small-training-sets/10_generating-more-samples.mp4
5.6 MB
1. ai-for-medical-diagnosis/01_disease-detection-with-computer-vision/04_checking-your-model-performance/01_model-testing.en.srt
3.6 kB
1. ai-for-medical-diagnosis/01_disease-detection-with-computer-vision/04_checking-your-model-performance/01_model-testing.en.txt
2.4 kB
1. ai-for-medical-diagnosis/01_disease-detection-with-computer-vision/04_checking-your-model-performance/01_model-testing.mp4
6.1 MB
1. ai-for-medical-diagnosis/01_disease-detection-with-computer-vision/04_checking-your-model-performance/02_splitting-data-by-patient.en.srt
1.9 kB
1. ai-for-medical-diagnosis/01_disease-detection-with-computer-vision/04_checking-your-model-performance/02_splitting-data-by-patient.en.txt
1.2 kB
1. ai-for-medical-diagnosis/01_disease-detection-with-computer-vision/04_checking-your-model-performance/02_splitting-data-by-patient.mp4
2.7 MB
1. ai-for-medical-diagnosis/01_disease-detection-with-computer-vision/04_checking-your-model-performance/03_sampling.en.srt
3.4 kB
1. ai-for-medical-diagnosis/01_disease-detection-with-computer-vision/04_checking-your-model-performance/03_sampling.en.txt
2.2 kB
1. ai-for-medical-diagnosis/01_disease-detection-with-computer-vision/04_checking-your-model-performance/03_sampling.mp4
4.5 MB
1. ai-for-medical-diagnosis/01_disease-detection-with-computer-vision/04_checking-your-model-performance/04_ground-truth-and-consensus-voting.en.srt
2.0 kB
1. ai-for-medical-diagnosis/01_disease-detection-with-computer-vision/04_checking-your-model-performance/04_ground-truth-and-consensus-voting.en.txt
1.3 kB
1. ai-for-medical-diagnosis/01_disease-detection-with-computer-vision/04_checking-your-model-performance/04_ground-truth-and-consensus-voting.mp4
2.3 MB
1. ai-for-medical-diagnosis/01_disease-detection-with-computer-vision/04_checking-your-model-performance/05_additional-medical-testing.en.srt
3.4 kB
1. ai-for-medical-diagnosis/01_disease-detection-with-computer-vision/04_checking-your-model-performance/05_additional-medical-testing.en.txt
2.2 kB
1. ai-for-medical-diagnosis/01_disease-detection-with-computer-vision/04_checking-your-model-performance/05_additional-medical-testing.mp4
8.1 MB
1. ai-for-medical-diagnosis/01_disease-detection-with-computer-vision/05_programming-assignment-chest-x-ray-medical-diagnosis-with-deep-learning/01_optional-downloading-your-notebook-downloading-your-workspace-and-refreshing_instructions.html
4.9 kB
1. ai-for-medical-diagnosis/01_disease-detection-with-computer-vision/05_programming-assignment-chest-x-ray-medical-diagnosis-with-deep-learning/02_about-the-autograder_instructions.html
1.8 kB
1. ai-for-medical-diagnosis/01_disease-detection-with-computer-vision/05_programming-assignment-chest-x-ray-medical-diagnosis-with-deep-learning/03_chest-x-ray-medical-diagnosis-with-deep-learning_instructions.html
1.6 kB
1. ai-for-medical-diagnosis/02_evaluating-models/01_key-evaluation-metrics/01_sensitivity-specificity-and-evaluation-metrics.en.srt
3.8 kB
1. ai-for-medical-diagnosis/02_evaluating-models/01_key-evaluation-metrics/01_sensitivity-specificity-and-evaluation-metrics.en.txt
2.0 kB
1. ai-for-medical-diagnosis/02_evaluating-models/01_key-evaluation-metrics/01_sensitivity-specificity-and-evaluation-metrics.mp4
7.9 MB
1. ai-for-medical-diagnosis/02_evaluating-models/01_key-evaluation-metrics/02_accuracy-in-terms-of-conditional-probability.en.srt
2.2 kB
1. ai-for-medical-diagnosis/02_evaluating-models/01_key-evaluation-metrics/02_accuracy-in-terms-of-conditional-probability.en.txt
1.2 kB
1. ai-for-medical-diagnosis/02_evaluating-models/01_key-evaluation-metrics/02_accuracy-in-terms-of-conditional-probability.mp4
2.6 MB
1. ai-for-medical-diagnosis/02_evaluating-models/01_key-evaluation-metrics/03_sensitivity-specificity-and-prevalence.en.srt
5.4 kB
1. ai-for-medical-diagnosis/02_evaluating-models/01_key-evaluation-metrics/03_sensitivity-specificity-and-prevalence.en.txt
2.8 kB
1. ai-for-medical-diagnosis/02_evaluating-models/01_key-evaluation-metrics/03_sensitivity-specificity-and-prevalence.mp4
6.8 MB
1. ai-for-medical-diagnosis/02_evaluating-models/01_key-evaluation-metrics/04_ppv-npv.en.srt
2.6 kB
1. ai-for-medical-diagnosis/02_evaluating-models/01_key-evaluation-metrics/04_ppv-npv.en.txt
1.6 kB
1. ai-for-medical-diagnosis/02_evaluating-models/01_key-evaluation-metrics/04_ppv-npv.mp4
3.0 MB
1. ai-for-medical-diagnosis/02_evaluating-models/01_key-evaluation-metrics/05_confusion-matrix.en.srt
3.3 kB
1. ai-for-medical-diagnosis/02_evaluating-models/01_key-evaluation-metrics/05_confusion-matrix.en.txt
1.7 kB
1. ai-for-medical-diagnosis/02_evaluating-models/01_key-evaluation-metrics/05_confusion-matrix.mp4
3.0 MB
1. ai-for-medical-diagnosis/02_evaluating-models/01_key-evaluation-metrics/06_calculating-ppv-in-terms-of-sensitivity-specificity-and-prevalence_instructions.html
2.9 kB
1. ai-for-medical-diagnosis/02_evaluating-models/02_threshold-and-evaluation-metrics/01_roc-curve-and-threshold.en.srt
2.1 kB
1. ai-for-medical-diagnosis/02_evaluating-models/02_threshold-and-evaluation-metrics/01_roc-curve-and-threshold.en.txt
1.3 kB
1. ai-for-medical-diagnosis/02_evaluating-models/02_threshold-and-evaluation-metrics/01_roc-curve-and-threshold.mp4
3.8 MB
1. ai-for-medical-diagnosis/02_evaluating-models/02_threshold-and-evaluation-metrics/02_varying-the-threshold.en.srt
3.7 kB
1. ai-for-medical-diagnosis/02_evaluating-models/02_threshold-and-evaluation-metrics/02_varying-the-threshold.en.txt
1.9 kB
1. ai-for-medical-diagnosis/02_evaluating-models/02_threshold-and-evaluation-metrics/02_varying-the-threshold.mp4
3.9 MB
1. ai-for-medical-diagnosis/02_evaluating-models/03_interpreting-confidence-intervals-correctly/01_sampling-from-the-total-population.en.srt
1.9 kB
1. ai-for-medical-diagnosis/02_evaluating-models/03_interpreting-confidence-intervals-correctly/01_sampling-from-the-total-population.en.txt
1.2 kB
1. ai-for-medical-diagnosis/02_evaluating-models/03_interpreting-confidence-intervals-correctly/01_sampling-from-the-total-population.mp4
3.2 MB
1. ai-for-medical-diagnosis/02_evaluating-models/03_interpreting-confidence-intervals-correctly/02_confidence-intervals.en.srt
3.7 kB
1. ai-for-medical-diagnosis/02_evaluating-models/03_interpreting-confidence-intervals-correctly/02_confidence-intervals.en.txt
2.0 kB
1. ai-for-medical-diagnosis/02_evaluating-models/03_interpreting-confidence-intervals-correctly/02_confidence-intervals.mp4
4.4 MB
1. ai-for-medical-diagnosis/02_evaluating-models/03_interpreting-confidence-intervals-correctly/03_95-confidence-interval.en.srt
2.7 kB
1. ai-for-medical-diagnosis/02_evaluating-models/03_interpreting-confidence-intervals-correctly/03_95-confidence-interval.en.txt
1.7 kB
1. ai-for-medical-diagnosis/02_evaluating-models/03_interpreting-confidence-intervals-correctly/03_95-confidence-interval.mp4
6.6 MB
1. ai-for-medical-diagnosis/02_evaluating-models/04_programming-assignment-evaluation-of-diagnostic-models/01_evaluation-of-diagnostic-models_instructions.html
1.0 kB
1. ai-for-medical-diagnosis/03_image-segmentation-on-mri-images/01_exploring-mri-data/01_medical-image-segmentation.en.srt
1.5 kB
1. ai-for-medical-diagnosis/03_image-segmentation-on-mri-images/01_exploring-mri-data/01_medical-image-segmentation.en.txt
758 B
1. ai-for-medical-diagnosis/03_image-segmentation-on-mri-images/01_exploring-mri-data/01_medical-image-segmentation.mp4
6.0 MB
1. ai-for-medical-diagnosis/03_image-segmentation-on-mri-images/02_image-segmentation/01_mri-data-and-image-registration.en.srt
5.2 kB
1. ai-for-medical-diagnosis/03_image-segmentation-on-mri-images/02_image-segmentation/01_mri-data-and-image-registration.en.txt
2.8 kB
1. ai-for-medical-diagnosis/03_image-segmentation-on-mri-images/02_image-segmentation/01_mri-data-and-image-registration.mp4
7.3 MB
1. ai-for-medical-diagnosis/03_image-segmentation-on-mri-images/02_image-segmentation/02_segmentation.en.srt
4.5 kB
1. ai-for-medical-diagnosis/03_image-segmentation-on-mri-images/02_image-segmentation/02_segmentation.en.txt
2.9 kB
1. ai-for-medical-diagnosis/03_image-segmentation-on-mri-images/02_image-segmentation/02_segmentation.mp4
5.3 MB
1. ai-for-medical-diagnosis/03_image-segmentation-on-mri-images/02_image-segmentation/03_convolutional-neural-networks_instructions.html
2.1 kB
1. ai-for-medical-diagnosis/03_image-segmentation-on-mri-images/02_image-segmentation/04_2d-u-net-and-3d-u-net.en.srt
4.3 kB
1. ai-for-medical-diagnosis/03_image-segmentation-on-mri-images/02_image-segmentation/04_2d-u-net-and-3d-u-net.en.txt
2.3 kB
1. ai-for-medical-diagnosis/03_image-segmentation-on-mri-images/02_image-segmentation/04_2d-u-net-and-3d-u-net.mp4
4.4 MB
1. ai-for-medical-diagnosis/03_image-segmentation-on-mri-images/02_image-segmentation/05_more-about-u-net-optional_1505.04597.pdf
1.6 MB
1. ai-for-medical-diagnosis/03_image-segmentation-on-mri-images/02_image-segmentation/05_more-about-u-net-optional_instructions.html
1.9 kB
1. ai-for-medical-diagnosis/03_image-segmentation-on-mri-images/02_image-segmentation/06_data-augmentation-for-segmentation.en.srt
2.5 kB
1. ai-for-medical-diagnosis/03_image-segmentation-on-mri-images/02_image-segmentation/06_data-augmentation-for-segmentation.en.txt
1.6 kB
1. ai-for-medical-diagnosis/03_image-segmentation-on-mri-images/02_image-segmentation/06_data-augmentation-for-segmentation.mp4
3.0 MB
1. ai-for-medical-diagnosis/03_image-segmentation-on-mri-images/02_image-segmentation/07_loss-function-for-image-segmentation.en.srt
4.0 kB
1. ai-for-medical-diagnosis/03_image-segmentation-on-mri-images/02_image-segmentation/07_loss-function-for-image-segmentation.en.txt
2.4 kB
1. ai-for-medical-diagnosis/03_image-segmentation-on-mri-images/02_image-segmentation/07_loss-function-for-image-segmentation.mp4
5.5 MB
1. ai-for-medical-diagnosis/03_image-segmentation-on-mri-images/03_practical-considerations/01_different-populations-and-diagnostic-technology.en.srt
2.9 kB
1. ai-for-medical-diagnosis/03_image-segmentation-on-mri-images/03_practical-considerations/01_different-populations-and-diagnostic-technology.en.txt
1.5 kB
1. ai-for-medical-diagnosis/03_image-segmentation-on-mri-images/03_practical-considerations/01_different-populations-and-diagnostic-technology.mp4
5.4 MB
1. ai-for-medical-diagnosis/03_image-segmentation-on-mri-images/03_practical-considerations/02_external-validation.en.srt
2.5 kB
1. ai-for-medical-diagnosis/03_image-segmentation-on-mri-images/03_practical-considerations/02_external-validation.en.txt
1.7 kB
1. ai-for-medical-diagnosis/03_image-segmentation-on-mri-images/03_practical-considerations/02_external-validation.mp4
3.2 MB
1. ai-for-medical-diagnosis/03_image-segmentation-on-mri-images/03_practical-considerations/03_measuring-patient-outcomes.en.srt
4.0 kB
1. ai-for-medical-diagnosis/03_image-segmentation-on-mri-images/03_practical-considerations/03_measuring-patient-outcomes.en.txt
2.7 kB
1. ai-for-medical-diagnosis/03_image-segmentation-on-mri-images/03_practical-considerations/03_measuring-patient-outcomes.mp4
8.9 MB
1. ai-for-medical-diagnosis/03_image-segmentation-on-mri-images/04_end-of-access-to-lab-notebooks/01_important-reminder-about-end-of-access-to-lab-notebooks_instructions.html
2.2 kB
1. ai-for-medical-diagnosis/03_image-segmentation-on-mri-images/05_programming-assignment-brain-tumor-auto-segmentation-for-magnetic-resonance/01_brain-tumor-auto-segmentation-for-magnetic-resonance-imaging-mri_instructions.html
1.0 kB
1. ai-for-medical-diagnosis/03_image-segmentation-on-mri-images/06_summary-of-ai-for-medical-diagnosis/01_congratulations.en.srt
2.0 kB
1. ai-for-medical-diagnosis/03_image-segmentation-on-mri-images/06_summary-of-ai-for-medical-diagnosis/01_congratulations.en.txt
1.1 kB
1. ai-for-medical-diagnosis/03_image-segmentation-on-mri-images/06_summary-of-ai-for-medical-diagnosis/01_congratulations.mp4
8.4 MB
1. ai-for-medical-diagnosis/03_image-segmentation-on-mri-images/06_summary-of-ai-for-medical-diagnosis/02_acknowledgements_instructions.html
2.8 kB
1. ai-for-medical-diagnosis/03_image-segmentation-on-mri-images/06_summary-of-ai-for-medical-diagnosis/03_citations_1505.04597
45 kB
1. ai-for-medical-diagnosis/03_image-segmentation-on-mri-images/06_summary-of-ai-for-medical-diagnosis/03_citations_1606.06650
45 kB
1. ai-for-medical-diagnosis/03_image-segmentation-on-mri-images/06_summary-of-ai-for-medical-diagnosis/03_citations_1705.02315
51 kB
1. ai-for-medical-diagnosis/03_image-segmentation-on-mri-images/06_summary-of-ai-for-medical-diagnosis/03_citations_1902.09063.pdf
998 kB
1. ai-for-medical-diagnosis/03_image-segmentation-on-mri-images/06_summary-of-ai-for-medical-diagnosis/03_citations_instructions.html
2.1 kB
2. ai-for-medical-prognosis/01_linear-prognostic-models/01_introduction-to-prognostic-models/01_course-2-intro-with-andrew-and-pranav.en.srt
4.7 kB
2. ai-for-medical-prognosis/01_linear-prognostic-models/01_introduction-to-prognostic-models/01_course-2-intro-with-andrew-and-pranav.en.txt
2.6 kB
2. ai-for-medical-prognosis/01_linear-prognostic-models/01_introduction-to-prognostic-models/01_course-2-intro-with-andrew-and-pranav.mp4
16 MB
2. ai-for-medical-prognosis/01_linear-prognostic-models/01_introduction-to-prognostic-models/02_prerequisites-and-learning-outcomes.en.srt
2.2 kB
2. ai-for-medical-prognosis/01_linear-prognostic-models/01_introduction-to-prognostic-models/02_prerequisites-and-learning-outcomes.en.txt
1.4 kB
2. ai-for-medical-prognosis/01_linear-prognostic-models/01_introduction-to-prognostic-models/02_prerequisites-and-learning-outcomes.mp4
12 MB
2. ai-for-medical-prognosis/01_linear-prognostic-models/01_introduction-to-prognostic-models/03_important-have-questions-issues-or-ideas-join-our-forum_instructions.html
1.7 kB
2. ai-for-medical-prognosis/01_linear-prognostic-models/02_what-is-the-risk-of-getting-a-disease/01_medical-prognosis.en.srt
4.3 kB
2. ai-for-medical-prognosis/01_linear-prognostic-models/02_what-is-the-risk-of-getting-a-disease/01_medical-prognosis.en.txt
2.3 kB
2. ai-for-medical-prognosis/01_linear-prognostic-models/02_what-is-the-risk-of-getting-a-disease/01_medical-prognosis.mp4
5.1 MB
2. ai-for-medical-prognosis/01_linear-prognostic-models/03_prognostic-models-in-medical-practice/01_examples-of-prognostic-tasks.en.srt
2.6 kB
2. ai-for-medical-prognosis/01_linear-prognostic-models/03_prognostic-models-in-medical-practice/01_examples-of-prognostic-tasks.en.txt
1.7 kB
2. ai-for-medical-prognosis/01_linear-prognostic-models/03_prognostic-models-in-medical-practice/01_examples-of-prognostic-tasks.mp4
4.8 MB
2. ai-for-medical-prognosis/01_linear-prognostic-models/03_prognostic-models-in-medical-practice/02_atrial-fibrillation.en.srt
2.9 kB
2. ai-for-medical-prognosis/01_linear-prognostic-models/03_prognostic-models-in-medical-practice/02_atrial-fibrillation.en.txt
1.6 kB
2. ai-for-medical-prognosis/01_linear-prognostic-models/03_prognostic-models-in-medical-practice/02_atrial-fibrillation.mp4
3.4 MB
2. ai-for-medical-prognosis/01_linear-prognostic-models/03_prognostic-models-in-medical-practice/03_liver-disease-mortality.en.srt
3.0 kB
2. ai-for-medical-prognosis/01_linear-prognostic-models/03_prognostic-models-in-medical-practice/03_liver-disease-mortality.en.txt
2.0 kB
2. ai-for-medical-prognosis/01_linear-prognostic-models/03_prognostic-models-in-medical-practice/03_liver-disease-mortality.mp4
4.0 MB
2. ai-for-medical-prognosis/01_linear-prognostic-models/03_prognostic-models-in-medical-practice/04_risk-of-heart-disease.en.srt
3.0 kB
2. ai-for-medical-prognosis/01_linear-prognostic-models/03_prognostic-models-in-medical-practice/04_risk-of-heart-disease.en.txt
1.9 kB
2. ai-for-medical-prognosis/01_linear-prognostic-models/03_prognostic-models-in-medical-practice/04_risk-of-heart-disease.mp4
4.4 MB
2. ai-for-medical-prognosis/01_linear-prognostic-models/04_representing-feature-interactions/01_risk-score-computation.en.srt
5.4 kB
2. ai-for-medical-prognosis/01_linear-prognostic-models/04_representing-feature-interactions/01_risk-score-computation.en.txt
3.5 kB
2. ai-for-medical-prognosis/01_linear-prognostic-models/04_representing-feature-interactions/01_risk-score-computation.mp4
7.1 MB
2. ai-for-medical-prognosis/01_linear-prognostic-models/05_evaluating-prognostic-models/01_evaluating-prognostic-models.en.srt
2.6 kB
2. ai-for-medical-prognosis/01_linear-prognostic-models/05_evaluating-prognostic-models/01_evaluating-prognostic-models.en.txt
1.3 kB
2. ai-for-medical-prognosis/01_linear-prognostic-models/05_evaluating-prognostic-models/01_evaluating-prognostic-models.mp4
6.7 MB
2. ai-for-medical-prognosis/01_linear-prognostic-models/05_evaluating-prognostic-models/02_concordant-pairs-risk-ties-permissible-pairs.en.srt
2.6 kB
2. ai-for-medical-prognosis/01_linear-prognostic-models/05_evaluating-prognostic-models/02_concordant-pairs-risk-ties-permissible-pairs.en.txt
1.6 kB
2. ai-for-medical-prognosis/01_linear-prognostic-models/05_evaluating-prognostic-models/02_concordant-pairs-risk-ties-permissible-pairs.mp4
3.3 MB
2. ai-for-medical-prognosis/01_linear-prognostic-models/05_evaluating-prognostic-models/03_c-index.en.srt
4.3 kB
2. ai-for-medical-prognosis/01_linear-prognostic-models/05_evaluating-prognostic-models/03_c-index.en.txt
2.6 kB
2. ai-for-medical-prognosis/01_linear-prognostic-models/05_evaluating-prognostic-models/03_c-index.mp4
7.6 MB
2. ai-for-medical-prognosis/01_linear-prognostic-models/06_programming-assignment-build-and-evaluate-a-linear-risk-model/01_optional-downloading-your-notebook-downloading-your-workspace-and-refreshing_instructions.html
4.9 kB
2. ai-for-medical-prognosis/01_linear-prognostic-models/06_programming-assignment-build-and-evaluate-a-linear-risk-model/02_about-the-autograder_instructions.html
1.8 kB
2. ai-for-medical-prognosis/02_prognosis-with-tree-based-models/01_tree-based-models/01_decision-trees-for-prognosis.en.srt
2.0 kB
2. ai-for-medical-prognosis/02_prognosis-with-tree-based-models/01_tree-based-models/01_decision-trees-for-prognosis.en.txt
1.3 kB
2. ai-for-medical-prognosis/02_prognosis-with-tree-based-models/01_tree-based-models/01_decision-trees-for-prognosis.mp4
10 MB
2. ai-for-medical-prognosis/02_prognosis-with-tree-based-models/01_tree-based-models/02_decision-trees.en.srt
2.7 kB
2. ai-for-medical-prognosis/02_prognosis-with-tree-based-models/01_tree-based-models/02_decision-trees.en.txt
1.4 kB
2. ai-for-medical-prognosis/02_prognosis-with-tree-based-models/01_tree-based-models/02_decision-trees.mp4
6.8 MB
2. ai-for-medical-prognosis/02_prognosis-with-tree-based-models/01_tree-based-models/03_dividing-the-input-space.en.srt
4.7 kB
2. ai-for-medical-prognosis/02_prognosis-with-tree-based-models/01_tree-based-models/03_dividing-the-input-space.en.txt
2.5 kB
2. ai-for-medical-prognosis/02_prognosis-with-tree-based-models/01_tree-based-models/03_dividing-the-input-space.mp4
5.1 MB
2. ai-for-medical-prognosis/02_prognosis-with-tree-based-models/01_tree-based-models/04_building-a-decision-tree.en.srt
2.9 kB
2. ai-for-medical-prognosis/02_prognosis-with-tree-based-models/01_tree-based-models/04_building-a-decision-tree.en.txt
1.9 kB
2. ai-for-medical-prognosis/02_prognosis-with-tree-based-models/01_tree-based-models/04_building-a-decision-tree.mp4
4.2 MB
2. ai-for-medical-prognosis/02_prognosis-with-tree-based-models/01_tree-based-models/05_how-to-fix-overfitting.en.srt
4.8 kB
2. ai-for-medical-prognosis/02_prognosis-with-tree-based-models/01_tree-based-models/05_how-to-fix-overfitting.en.txt
3.1 kB
2. ai-for-medical-prognosis/02_prognosis-with-tree-based-models/01_tree-based-models/05_how-to-fix-overfitting.mp4
7.3 MB
2. ai-for-medical-prognosis/02_prognosis-with-tree-based-models/02_identifying-missing-data/01_survival-data.en.srt
4.5 kB
2. ai-for-medical-prognosis/02_prognosis-with-tree-based-models/02_identifying-missing-data/01_survival-data.en.txt
2.5 kB
2. ai-for-medical-prognosis/02_prognosis-with-tree-based-models/02_identifying-missing-data/01_survival-data.mp4
6.5 MB
2. ai-for-medical-prognosis/02_prognosis-with-tree-based-models/02_identifying-missing-data/02_different-distributions.en.srt
4.0 kB
2. ai-for-medical-prognosis/02_prognosis-with-tree-based-models/02_identifying-missing-data/02_different-distributions.en.txt
2.5 kB
2. ai-for-medical-prognosis/02_prognosis-with-tree-based-models/02_identifying-missing-data/02_different-distributions.mp4
4.9 MB
2. ai-for-medical-prognosis/02_prognosis-with-tree-based-models/02_identifying-missing-data/03_missing-data-example.en.srt
3.3 kB
2. ai-for-medical-prognosis/02_prognosis-with-tree-based-models/02_identifying-missing-data/03_missing-data-example.en.txt
2.1 kB
2. ai-for-medical-prognosis/02_prognosis-with-tree-based-models/02_identifying-missing-data/03_missing-data-example.mp4
4.3 MB
2. ai-for-medical-prognosis/02_prognosis-with-tree-based-models/02_identifying-missing-data/04_missing-completely-at-random.en.srt
4.6 kB
2. ai-for-medical-prognosis/02_prognosis-with-tree-based-models/02_identifying-missing-data/04_missing-completely-at-random.en.txt
2.4 kB
2. ai-for-medical-prognosis/02_prognosis-with-tree-based-models/02_identifying-missing-data/04_missing-completely-at-random.mp4
4.6 MB
2. ai-for-medical-prognosis/02_prognosis-with-tree-based-models/02_identifying-missing-data/05_missing-at-random.en.srt
5.6 kB
2. ai-for-medical-prognosis/02_prognosis-with-tree-based-models/02_identifying-missing-data/05_missing-at-random.en.txt
3.0 kB
2. ai-for-medical-prognosis/02_prognosis-with-tree-based-models/02_identifying-missing-data/05_missing-at-random.mp4
5.5 MB
2. ai-for-medical-prognosis/02_prognosis-with-tree-based-models/02_identifying-missing-data/06_missing-not-at-random.en.srt
4.6 kB
2. ai-for-medical-prognosis/02_prognosis-with-tree-based-models/02_identifying-missing-data/06_missing-not-at-random.en.txt
3.0 kB
2. ai-for-medical-prognosis/02_prognosis-with-tree-based-models/02_identifying-missing-data/06_missing-not-at-random.mp4
5.7 MB
2. ai-for-medical-prognosis/02_prognosis-with-tree-based-models/03_using-imputation-to-handle-missing-data/01_imputation.en.srt
2.5 kB
2. ai-for-medical-prognosis/02_prognosis-with-tree-based-models/03_using-imputation-to-handle-missing-data/01_imputation.en.txt
1.4 kB
2. ai-for-medical-prognosis/02_prognosis-with-tree-based-models/03_using-imputation-to-handle-missing-data/01_imputation.mp4
5.5 MB
2. ai-for-medical-prognosis/02_prognosis-with-tree-based-models/03_using-imputation-to-handle-missing-data/02_mean-imputation.en.srt
6.6 kB
2. ai-for-medical-prognosis/02_prognosis-with-tree-based-models/03_using-imputation-to-handle-missing-data/02_mean-imputation.en.txt
3.5 kB
2. ai-for-medical-prognosis/02_prognosis-with-tree-based-models/03_using-imputation-to-handle-missing-data/02_mean-imputation.mp4
7.4 MB
2. ai-for-medical-prognosis/02_prognosis-with-tree-based-models/03_using-imputation-to-handle-missing-data/03_regression-imputation.en.srt
3.0 kB
2. ai-for-medical-prognosis/02_prognosis-with-tree-based-models/03_using-imputation-to-handle-missing-data/03_regression-imputation.en.txt
1.9 kB
2. ai-for-medical-prognosis/02_prognosis-with-tree-based-models/03_using-imputation-to-handle-missing-data/03_regression-imputation.mp4
4.5 MB
2. ai-for-medical-prognosis/02_prognosis-with-tree-based-models/03_using-imputation-to-handle-missing-data/04_calculate-imputed-values.en.srt
3.5 kB
2. ai-for-medical-prognosis/02_prognosis-with-tree-based-models/03_using-imputation-to-handle-missing-data/04_calculate-imputed-values.en.txt
1.9 kB
2. ai-for-medical-prognosis/02_prognosis-with-tree-based-models/03_using-imputation-to-handle-missing-data/04_calculate-imputed-values.mp4
3.8 MB
2. ai-for-medical-prognosis/03_survival-models-and-time/01_survival-estimates/01_survival-models.en.srt
1.1 kB
2. ai-for-medical-prognosis/03_survival-models-and-time/01_survival-estimates/01_survival-models.en.txt
596 B
2. ai-for-medical-prognosis/03_survival-models-and-time/01_survival-estimates/01_survival-models.mp4
4.7 MB
2. ai-for-medical-prognosis/03_survival-models-and-time/01_survival-estimates/02_survival-function.en.srt
4.4 kB
2. ai-for-medical-prognosis/03_survival-models-and-time/01_survival-estimates/02_survival-function.en.txt
2.4 kB
2. ai-for-medical-prognosis/03_survival-models-and-time/01_survival-estimates/02_survival-function.mp4
7.0 MB
2. ai-for-medical-prognosis/03_survival-models-and-time/01_survival-estimates/03_valid-survival-functions.en.srt
4.0 kB
2. ai-for-medical-prognosis/03_survival-models-and-time/01_survival-estimates/03_valid-survival-functions.en.txt
2.5 kB
2. ai-for-medical-prognosis/03_survival-models-and-time/01_survival-estimates/03_valid-survival-functions.mp4
5.2 MB
2. ai-for-medical-prognosis/03_survival-models-and-time/02_time-to-event-data/01_collecting-time-data.en.srt
2.6 kB
2. ai-for-medical-prognosis/03_survival-models-and-time/02_time-to-event-data/01_collecting-time-data.en.txt
1.4 kB
2. ai-for-medical-prognosis/03_survival-models-and-time/02_time-to-event-data/01_collecting-time-data.mp4
4.1 MB
2. ai-for-medical-prognosis/03_survival-models-and-time/02_time-to-event-data/02_when-a-stroke-is-not-observed.en.srt
3.6 kB
2. ai-for-medical-prognosis/03_survival-models-and-time/02_time-to-event-data/02_when-a-stroke-is-not-observed.en.txt
2.2 kB
2. ai-for-medical-prognosis/03_survival-models-and-time/02_time-to-event-data/02_when-a-stroke-is-not-observed.mp4
4.1 MB
2. ai-for-medical-prognosis/03_survival-models-and-time/02_time-to-event-data/03_heart-attack-data.en.srt
2.9 kB
2. ai-for-medical-prognosis/03_survival-models-and-time/02_time-to-event-data/03_heart-attack-data.en.txt
1.5 kB
2. ai-for-medical-prognosis/03_survival-models-and-time/02_time-to-event-data/03_heart-attack-data.mp4
3.6 MB
2. ai-for-medical-prognosis/03_survival-models-and-time/02_time-to-event-data/04_right-censoring.en.srt
2.3 kB
2. ai-for-medical-prognosis/03_survival-models-and-time/02_time-to-event-data/04_right-censoring.en.txt
1.4 kB
2. ai-for-medical-prognosis/03_survival-models-and-time/02_time-to-event-data/04_right-censoring.mp4
2.8 MB
2. ai-for-medical-prognosis/03_survival-models-and-time/03_estimate-survival-with-censored-data/01_estimating-the-survival-function.en.srt
2.8 kB
2. ai-for-medical-prognosis/03_survival-models-and-time/03_estimate-survival-with-censored-data/01_estimating-the-survival-function.en.txt
1.4 kB
2. ai-for-medical-prognosis/03_survival-models-and-time/03_estimate-survival-with-censored-data/01_estimating-the-survival-function.mp4
2.7 MB
2. ai-for-medical-prognosis/03_survival-models-and-time/03_estimate-survival-with-censored-data/02_died-immediately-or-never-die.en.srt
3.7 kB
2. ai-for-medical-prognosis/03_survival-models-and-time/03_estimate-survival-with-censored-data/02_died-immediately-or-never-die.en.txt
2.3 kB
2. ai-for-medical-prognosis/03_survival-models-and-time/03_estimate-survival-with-censored-data/02_died-immediately-or-never-die.mp4
5.7 MB
2. ai-for-medical-prognosis/03_survival-models-and-time/03_estimate-survival-with-censored-data/03_somewhere-in-between.en.srt
2.5 kB
2. ai-for-medical-prognosis/03_survival-models-and-time/03_estimate-survival-with-censored-data/03_somewhere-in-between.en.txt
1.3 kB
2. ai-for-medical-prognosis/03_survival-models-and-time/03_estimate-survival-with-censored-data/03_somewhere-in-between.mp4
2.8 MB
2. ai-for-medical-prognosis/03_survival-models-and-time/03_estimate-survival-with-censored-data/04_using-censored-data.en.srt
2.3 kB
2. ai-for-medical-prognosis/03_survival-models-and-time/03_estimate-survival-with-censored-data/04_using-censored-data.en.txt
1.2 kB
2. ai-for-medical-prognosis/03_survival-models-and-time/03_estimate-survival-with-censored-data/04_using-censored-data.mp4
2.9 MB
2. ai-for-medical-prognosis/03_survival-models-and-time/03_estimate-survival-with-censored-data/05_chain-rule-of-conditional-probability.en.srt
2.2 kB
2. ai-for-medical-prognosis/03_survival-models-and-time/03_estimate-survival-with-censored-data/05_chain-rule-of-conditional-probability.en.txt
1.4 kB
2. ai-for-medical-prognosis/03_survival-models-and-time/03_estimate-survival-with-censored-data/05_chain-rule-of-conditional-probability.mp4
3.2 MB
2. ai-for-medical-prognosis/03_survival-models-and-time/03_estimate-survival-with-censored-data/06_deriving-survival.en.srt
3.7 kB
2. ai-for-medical-prognosis/03_survival-models-and-time/03_estimate-survival-with-censored-data/06_deriving-survival.en.txt
2.0 kB
2. ai-for-medical-prognosis/03_survival-models-and-time/03_estimate-survival-with-censored-data/06_deriving-survival.mp4
4.5 MB
2. ai-for-medical-prognosis/03_survival-models-and-time/03_estimate-survival-with-censored-data/07_calculating-probabilities-from-the-data.en.srt
5.0 kB
2. ai-for-medical-prognosis/03_survival-models-and-time/03_estimate-survival-with-censored-data/07_calculating-probabilities-from-the-data.en.txt
2.6 kB
2. ai-for-medical-prognosis/03_survival-models-and-time/03_estimate-survival-with-censored-data/07_calculating-probabilities-from-the-data.mp4
6.2 MB
2. ai-for-medical-prognosis/03_survival-models-and-time/03_estimate-survival-with-censored-data/08_comparing-estimates.en.srt
3.8 kB
2. ai-for-medical-prognosis/03_survival-models-and-time/03_estimate-survival-with-censored-data/08_comparing-estimates.en.txt
2.1 kB
2. ai-for-medical-prognosis/03_survival-models-and-time/03_estimate-survival-with-censored-data/08_comparing-estimates.mp4
5.0 MB
2. ai-for-medical-prognosis/03_survival-models-and-time/03_estimate-survival-with-censored-data/09_kaplan-meier-estimate.en.srt
4.1 kB
2. ai-for-medical-prognosis/03_survival-models-and-time/03_estimate-survival-with-censored-data/09_kaplan-meier-estimate.en.txt
2.2 kB
2. ai-for-medical-prognosis/03_survival-models-and-time/03_estimate-survival-with-censored-data/09_kaplan-meier-estimate.mp4
9.5 MB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/01_survival-and-hazard-functions/01_hazard-functions.en.srt
1.2 kB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/01_survival-and-hazard-functions/01_hazard-functions.en.txt
815 B
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/01_survival-and-hazard-functions/01_hazard-functions.mp4
6.0 MB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/01_survival-and-hazard-functions/02_hazard.en.srt
4.4 kB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/01_survival-and-hazard-functions/02_hazard.en.txt
2.4 kB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/01_survival-and-hazard-functions/02_hazard.mp4
5.0 MB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/01_survival-and-hazard-functions/03_survival-to-hazard.en.srt
3.1 kB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/01_survival-and-hazard-functions/03_survival-to-hazard.en.txt
1.7 kB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/01_survival-and-hazard-functions/03_survival-to-hazard.mp4
3.2 MB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/01_survival-and-hazard-functions/04_cumulative-hazard.en.srt
5.4 kB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/01_survival-and-hazard-functions/04_cumulative-hazard.en.txt
2.9 kB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/01_survival-and-hazard-functions/04_cumulative-hazard.mp4
5.9 MB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/02_customizing-risk-models-to-individual-patients/01_individualized-predictions.en.srt
4.9 kB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/02_customizing-risk-models-to-individual-patients/01_individualized-predictions.en.txt
2.6 kB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/02_customizing-risk-models-to-individual-patients/01_individualized-predictions.mp4
6.0 MB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/02_customizing-risk-models-to-individual-patients/02_relative-risk.en.srt
3.7 kB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/02_customizing-risk-models-to-individual-patients/02_relative-risk.en.txt
2.0 kB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/02_customizing-risk-models-to-individual-patients/02_relative-risk.mp4
5.0 MB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/02_customizing-risk-models-to-individual-patients/03_ranking-patients-by-risk.en.srt
2.6 kB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/02_customizing-risk-models-to-individual-patients/03_ranking-patients-by-risk.en.txt
1.4 kB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/02_customizing-risk-models-to-individual-patients/03_ranking-patients-by-risk.mp4
2.9 MB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/02_customizing-risk-models-to-individual-patients/04_individual-vs-baseline-hazard.en.srt
2.4 kB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/02_customizing-risk-models-to-individual-patients/04_individual-vs-baseline-hazard.en.txt
1.3 kB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/02_customizing-risk-models-to-individual-patients/04_individual-vs-baseline-hazard.mp4
3.2 MB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/02_customizing-risk-models-to-individual-patients/05_smoker-vs-non-smoker.en.srt
2.7 kB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/02_customizing-risk-models-to-individual-patients/05_smoker-vs-non-smoker.en.txt
1.6 kB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/02_customizing-risk-models-to-individual-patients/05_smoker-vs-non-smoker.mp4
5.1 MB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/02_customizing-risk-models-to-individual-patients/06_effect-of-age-on-hazard.en.srt
3.1 kB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/02_customizing-risk-models-to-individual-patients/06_effect-of-age-on-hazard.en.txt
1.7 kB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/02_customizing-risk-models-to-individual-patients/06_effect-of-age-on-hazard.mp4
6.0 MB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/02_customizing-risk-models-to-individual-patients/07_risk-factor-increase-per-unit-increase-in-a-variable.en.srt
2.4 kB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/02_customizing-risk-models-to-individual-patients/07_risk-factor-increase-per-unit-increase-in-a-variable.en.txt
1.3 kB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/02_customizing-risk-models-to-individual-patients/07_risk-factor-increase-per-unit-increase-in-a-variable.mp4
3.3 MB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/02_customizing-risk-models-to-individual-patients/08_risk-factor-increase-or-decrease.en.srt
5.5 kB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/02_customizing-risk-models-to-individual-patients/08_risk-factor-increase-or-decrease.en.txt
2.9 kB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/02_customizing-risk-models-to-individual-patients/08_risk-factor-increase-or-decrease.mp4
7.7 MB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/03_non-linear-risk-models-with-survival-trees/01_intro-to-survival-trees.en.srt
5.9 kB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/03_non-linear-risk-models-with-survival-trees/01_intro-to-survival-trees.en.txt
3.7 kB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/03_non-linear-risk-models-with-survival-trees/01_intro-to-survival-trees.mp4
9.4 MB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/03_non-linear-risk-models-with-survival-trees/02_survival-tree.en.srt
7.0 kB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/03_non-linear-risk-models-with-survival-trees/02_survival-tree.en.txt
4.5 kB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/03_non-linear-risk-models-with-survival-trees/02_survival-tree.mp4
8.8 MB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/03_non-linear-risk-models-with-survival-trees/03_nelson-aalen-estimator.en.srt
6.5 kB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/03_non-linear-risk-models-with-survival-trees/03_nelson-aalen-estimator.en.txt
4.1 kB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/03_non-linear-risk-models-with-survival-trees/03_nelson-aalen-estimator.mp4
8.7 MB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/03_non-linear-risk-models-with-survival-trees/04_comparing-risks-of-patients.en.srt
2.2 kB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/03_non-linear-risk-models-with-survival-trees/04_comparing-risks-of-patients.en.txt
1.4 kB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/03_non-linear-risk-models-with-survival-trees/04_comparing-risks-of-patients.mp4
2.5 MB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/03_non-linear-risk-models-with-survival-trees/05_mortality-score.en.srt
3.8 kB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/03_non-linear-risk-models-with-survival-trees/05_mortality-score.en.txt
2.0 kB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/03_non-linear-risk-models-with-survival-trees/05_mortality-score.mp4
4.0 MB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/04_evaluate-survival-models/01_evaluation-of-survival-model.en.srt
6.0 kB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/04_evaluate-survival-models/01_evaluation-of-survival-model.en.txt
3.3 kB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/04_evaluate-survival-models/01_evaluation-of-survival-model.mp4
8.0 MB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/04_evaluate-survival-models/02_permissible-and-non-permissible-pairs.en.srt
4.0 kB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/04_evaluate-survival-models/02_permissible-and-non-permissible-pairs.en.txt
2.1 kB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/04_evaluate-survival-models/02_permissible-and-non-permissible-pairs.mp4
4.0 MB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/04_evaluate-survival-models/03_possible-permissible-pairs.en.srt
3.0 kB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/04_evaluate-survival-models/03_possible-permissible-pairs.en.txt
1.6 kB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/04_evaluate-survival-models/03_possible-permissible-pairs.mp4
3.1 MB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/04_evaluate-survival-models/04_example-of-harrells-c-index.en.srt
5.2 kB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/04_evaluate-survival-models/04_example-of-harrells-c-index.en.txt
2.8 kB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/04_evaluate-survival-models/04_example-of-harrells-c-index.mp4
5.8 MB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/04_evaluate-survival-models/05_example-of-concordant-pairs.en.srt
3.1 kB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/04_evaluate-survival-models/05_example-of-concordant-pairs.en.txt
1.8 kB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/04_evaluate-survival-models/05_example-of-concordant-pairs.mp4
4.9 MB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/04_evaluate-survival-models/06_week-4-summary.en.srt
1.0 kB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/04_evaluate-survival-models/06_week-4-summary.en.txt
688 B
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/04_evaluate-survival-models/06_week-4-summary.mp4
5.5 MB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/05_end-of-access-to-lab-notebooks/01_important-reminder-about-end-of-access-to-lab-notebooks_instructions.html
2.2 kB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/06_congratulations/01_congratulations.en.srt
2.1 kB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/06_congratulations/01_congratulations.en.txt
1.1 kB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/06_congratulations/01_congratulations.mp4
9.0 MB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/06_congratulations/02_congratulations-on-finishing-course-2_instructions.html
1.2 kB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/06_congratulations/03_acknowledgements_instructions.html
2.8 kB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/06_congratulations/04_citations_0811.1645.pdf
373 kB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/06_congratulations/04_citations_abm_17.pdf
629 kB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/06_congratulations/04_citations_instructions.html
3.0 kB
2. ai-for-medical-prognosis/04_build-a-risk-model-using-linear-and-tree-based-models/06_congratulations/04_citations_logrank.htm
38 kB
3. ai-for-medical-treatment/01_treatment-effect-estimation/01_introduction/01_intro-to-course-3-with-andrew-and-pranav.en.srt
4.9 kB
3. ai-for-medical-treatment/01_treatment-effect-estimation/01_introduction/01_intro-to-course-3-with-andrew-and-pranav.en.txt
2.6 kB
3. ai-for-medical-treatment/01_treatment-effect-estimation/01_introduction/01_intro-to-course-3-with-andrew-and-pranav.mp4
16 MB
3. ai-for-medical-treatment/01_treatment-effect-estimation/01_introduction/02_about-course-3.en.srt
2.5 kB
3. ai-for-medical-treatment/01_treatment-effect-estimation/01_introduction/02_about-course-3.en.txt
1.4 kB
3. ai-for-medical-treatment/01_treatment-effect-estimation/01_introduction/02_about-course-3.mp4
19 MB
3. ai-for-medical-treatment/01_treatment-effect-estimation/01_introduction/03_important-have-questions-issues-or-ideas-join-our-forum_instructions.html
1.7 kB
3. ai-for-medical-treatment/01_treatment-effect-estimation/02_randomized-control-trials/01_absolute-risk-reduction.en.srt
4.3 kB
3. ai-for-medical-treatment/01_treatment-effect-estimation/02_randomized-control-trials/01_absolute-risk-reduction.en.txt
2.3 kB
3. ai-for-medical-treatment/01_treatment-effect-estimation/02_randomized-control-trials/01_absolute-risk-reduction.mp4
7.5 MB
3. ai-for-medical-treatment/01_treatment-effect-estimation/02_randomized-control-trials/02_randomized-control-trials.en.srt
4.7 kB
3. ai-for-medical-treatment/01_treatment-effect-estimation/02_randomized-control-trials/02_randomized-control-trials.en.txt
2.9 kB
3. ai-for-medical-treatment/01_treatment-effect-estimation/02_randomized-control-trials/02_randomized-control-trials.mp4
5.1 MB
3. ai-for-medical-treatment/01_treatment-effect-estimation/03_average-treatment-effect/01_clarifications-about-upcoming-causal-inference_instructions.html
371 kB
3. ai-for-medical-treatment/01_treatment-effect-estimation/03_average-treatment-effect/02_causal-inference.en.srt
6.8 kB
3. ai-for-medical-treatment/01_treatment-effect-estimation/03_average-treatment-effect/02_causal-inference.en.txt
3.6 kB
3. ai-for-medical-treatment/01_treatment-effect-estimation/03_average-treatment-effect/02_causal-inference.mp4
9.1 MB
3. ai-for-medical-treatment/01_treatment-effect-estimation/03_average-treatment-effect/03_average-treatment-effect.en.srt
5.9 kB
3. ai-for-medical-treatment/01_treatment-effect-estimation/03_average-treatment-effect/03_average-treatment-effect.en.txt
3.1 kB
3. ai-for-medical-treatment/01_treatment-effect-estimation/03_average-treatment-effect/03_average-treatment-effect.mp4
5.3 MB
3. ai-for-medical-treatment/01_treatment-effect-estimation/03_average-treatment-effect/04_conditional-average-treatment-effect.en.srt
4.8 kB
3. ai-for-medical-treatment/01_treatment-effect-estimation/03_average-treatment-effect/04_conditional-average-treatment-effect.en.txt
3.0 kB
3. ai-for-medical-treatment/01_treatment-effect-estimation/03_average-treatment-effect/04_conditional-average-treatment-effect.mp4
5.7 MB
3. ai-for-medical-treatment/01_treatment-effect-estimation/03_average-treatment-effect/05_t-learner.en.srt
4.1 kB
3. ai-for-medical-treatment/01_treatment-effect-estimation/03_average-treatment-effect/05_t-learner.en.txt
2.2 kB
3. ai-for-medical-treatment/01_treatment-effect-estimation/03_average-treatment-effect/05_t-learner.mp4
4.3 MB
3. ai-for-medical-treatment/01_treatment-effect-estimation/03_average-treatment-effect/06_s-learner.en.srt
6.0 kB
3. ai-for-medical-treatment/01_treatment-effect-estimation/03_average-treatment-effect/06_s-learner.en.txt
3.2 kB
3. ai-for-medical-treatment/01_treatment-effect-estimation/03_average-treatment-effect/06_s-learner.mp4
5.3 MB
3. ai-for-medical-treatment/01_treatment-effect-estimation/04_individualized-treatment-effect/01_evaluate-individualized-treatment-effect.en.srt
4.1 kB
3. ai-for-medical-treatment/01_treatment-effect-estimation/04_individualized-treatment-effect/01_evaluate-individualized-treatment-effect.en.txt
2.7 kB
3. ai-for-medical-treatment/01_treatment-effect-estimation/04_individualized-treatment-effect/01_evaluate-individualized-treatment-effect.mp4
7.3 MB
3. ai-for-medical-treatment/01_treatment-effect-estimation/04_individualized-treatment-effect/02_c-for-benefit.en.srt
2.9 kB
3. ai-for-medical-treatment/01_treatment-effect-estimation/04_individualized-treatment-effect/02_c-for-benefit.en.txt
1.8 kB
3. ai-for-medical-treatment/01_treatment-effect-estimation/04_individualized-treatment-effect/02_c-for-benefit.mp4
3.5 MB
3. ai-for-medical-treatment/01_treatment-effect-estimation/04_individualized-treatment-effect/03_c-for-benefit-calculation.en.srt
7.9 kB
3. ai-for-medical-treatment/01_treatment-effect-estimation/04_individualized-treatment-effect/03_c-for-benefit-calculation.en.txt
4.1 kB
3. ai-for-medical-treatment/01_treatment-effect-estimation/04_individualized-treatment-effect/03_c-for-benefit-calculation.mp4
12 MB
3. ai-for-medical-treatment/01_treatment-effect-estimation/05_assignment-treatment-effect-estimation/01_optional-downloading-your-notebook-downloading-your-workspace-and-refreshing_instructions.html
4.9 kB
3. ai-for-medical-treatment/01_treatment-effect-estimation/05_assignment-treatment-effect-estimation/02_about-the-autograder_instructions.html
1.9 kB
3. ai-for-medical-treatment/02_medical-question-answering/01_question-answering/01_medical-question-answering.en.srt
5.2 kB
3. ai-for-medical-treatment/02_medical-question-answering/01_question-answering/01_medical-question-answering.en.txt
3.3 kB
3. ai-for-medical-treatment/02_medical-question-answering/01_question-answering/01_medical-question-answering.mp4
8.4 MB
3. ai-for-medical-treatment/02_medical-question-answering/01_question-answering/02_handling-words-with-multiple-meanings.en.srt
2.8 kB
3. ai-for-medical-treatment/02_medical-question-answering/01_question-answering/02_handling-words-with-multiple-meanings.en.txt
1.7 kB
3. ai-for-medical-treatment/02_medical-question-answering/01_question-answering/02_handling-words-with-multiple-meanings.mp4
3.5 MB
3. ai-for-medical-treatment/02_medical-question-answering/01_question-answering/03_define-the-answer-in-a-text.en.srt
5.7 kB
3. ai-for-medical-treatment/02_medical-question-answering/01_question-answering/03_define-the-answer-in-a-text.en.txt
3.0 kB
3. ai-for-medical-treatment/02_medical-question-answering/01_question-answering/03_define-the-answer-in-a-text.mp4
6.0 MB
3. ai-for-medical-treatment/02_medical-question-answering/02_automatic-labeling/01_automatic-label-extraction-for-medical-imaging.en.srt
4.5 kB
3. ai-for-medical-treatment/02_medical-question-answering/02_automatic-labeling/01_automatic-label-extraction-for-medical-imaging.en.txt
2.4 kB
3. ai-for-medical-treatment/02_medical-question-answering/02_automatic-labeling/01_automatic-label-extraction-for-medical-imaging.mp4
5.2 MB
3. ai-for-medical-treatment/02_medical-question-answering/02_automatic-labeling/02_synonyms-for-labels.en.srt
3.5 kB
3. ai-for-medical-treatment/02_medical-question-answering/02_automatic-labeling/02_synonyms-for-labels.en.txt
1.9 kB
3. ai-for-medical-treatment/02_medical-question-answering/02_automatic-labeling/02_synonyms-for-labels.mp4
3.2 MB
3. ai-for-medical-treatment/02_medical-question-answering/02_automatic-labeling/03_is-a-relationships-for-labels.en.srt
3.7 kB
3. ai-for-medical-treatment/02_medical-question-answering/02_automatic-labeling/03_is-a-relationships-for-labels.en.txt
2.4 kB
3. ai-for-medical-treatment/02_medical-question-answering/02_automatic-labeling/03_is-a-relationships-for-labels.mp4
4.1 MB
3. ai-for-medical-treatment/02_medical-question-answering/02_automatic-labeling/04_presence-or-absence-of-a-disease.en.srt
2.7 kB
3. ai-for-medical-treatment/02_medical-question-answering/02_automatic-labeling/04_presence-or-absence-of-a-disease.en.txt
1.5 kB
3. ai-for-medical-treatment/02_medical-question-answering/02_automatic-labeling/04_presence-or-absence-of-a-disease.mp4
2.7 MB
3. ai-for-medical-treatment/02_medical-question-answering/03_evaluate-automatic-labeling/01_evaluating-label-extraction.en.srt
2.3 kB
3. ai-for-medical-treatment/02_medical-question-answering/03_evaluate-automatic-labeling/01_evaluating-label-extraction.en.txt
1.5 kB
3. ai-for-medical-treatment/02_medical-question-answering/03_evaluate-automatic-labeling/01_evaluating-label-extraction.mp4
3.6 MB
3. ai-for-medical-treatment/02_medical-question-answering/03_evaluate-automatic-labeling/02_precision-recall-and-f1-score.en.srt
5.0 kB
3. ai-for-medical-treatment/02_medical-question-answering/03_evaluate-automatic-labeling/02_precision-recall-and-f1-score.en.txt
3.0 kB
3. ai-for-medical-treatment/02_medical-question-answering/03_evaluate-automatic-labeling/02_precision-recall-and-f1-score.mp4
7.0 MB
3. ai-for-medical-treatment/02_medical-question-answering/03_evaluate-automatic-labeling/03_evaluating-on-multiple-disease-categories.en.srt
4.5 kB
3. ai-for-medical-treatment/02_medical-question-answering/03_evaluate-automatic-labeling/03_evaluating-on-multiple-disease-categories.en.txt
2.3 kB
3. ai-for-medical-treatment/02_medical-question-answering/03_evaluate-automatic-labeling/03_evaluating-on-multiple-disease-categories.mp4
6.8 MB
3. ai-for-medical-treatment/03_ml-interpretation/01_feature-importance/01_drop-column-method.en.srt
4.1 kB
3. ai-for-medical-treatment/03_ml-interpretation/01_feature-importance/01_drop-column-method.en.txt
2.5 kB
3. ai-for-medical-treatment/03_ml-interpretation/01_feature-importance/01_drop-column-method.mp4
7.8 MB
3. ai-for-medical-treatment/03_ml-interpretation/01_feature-importance/02_permutation-method.en.srt
3.3 kB
3. ai-for-medical-treatment/03_ml-interpretation/01_feature-importance/02_permutation-method.en.txt
2.1 kB
3. ai-for-medical-treatment/03_ml-interpretation/01_feature-importance/02_permutation-method.mp4
4.6 MB
3. ai-for-medical-treatment/03_ml-interpretation/02_individual-feature-importance/01_individual-feature-importance.en.srt
4.9 kB
3. ai-for-medical-treatment/03_ml-interpretation/02_individual-feature-importance/01_individual-feature-importance.en.txt
3.1 kB
3. ai-for-medical-treatment/03_ml-interpretation/02_individual-feature-importance/01_individual-feature-importance.mp4
6.4 MB
3. ai-for-medical-treatment/03_ml-interpretation/02_individual-feature-importance/02_shapley-values.en.srt
2.4 kB
3. ai-for-medical-treatment/03_ml-interpretation/02_individual-feature-importance/02_shapley-values.en.txt
1.5 kB
3. ai-for-medical-treatment/03_ml-interpretation/02_individual-feature-importance/02_shapley-values.mp4
2.8 MB
3. ai-for-medical-treatment/03_ml-interpretation/02_individual-feature-importance/03_combining-importances.en.srt
4.7 kB
3. ai-for-medical-treatment/03_ml-interpretation/02_individual-feature-importance/03_combining-importances.en.txt
3.0 kB
3. ai-for-medical-treatment/03_ml-interpretation/02_individual-feature-importance/03_combining-importances.mp4
5.6 MB
3. ai-for-medical-treatment/03_ml-interpretation/02_individual-feature-importance/04_shapley-values-for-all-patients.en.srt
4.0 kB
3. ai-for-medical-treatment/03_ml-interpretation/02_individual-feature-importance/04_shapley-values-for-all-patients.en.txt
2.1 kB
3. ai-for-medical-treatment/03_ml-interpretation/02_individual-feature-importance/04_shapley-values-for-all-patients.mp4
3.9 MB
3. ai-for-medical-treatment/03_ml-interpretation/03_interpreting-deep-learning-models/01_interpreting-cnn-models.en.srt
2.6 kB
3. ai-for-medical-treatment/03_ml-interpretation/03_interpreting-deep-learning-models/01_interpreting-cnn-models.en.txt
1.7 kB
3. ai-for-medical-treatment/03_ml-interpretation/03_interpreting-deep-learning-models/01_interpreting-cnn-models.mp4
5.6 MB
3. ai-for-medical-treatment/03_ml-interpretation/03_interpreting-deep-learning-models/02_localization-maps.en.srt
5.1 kB
3. ai-for-medical-treatment/03_ml-interpretation/03_interpreting-deep-learning-models/02_localization-maps.en.txt
2.7 kB
3. ai-for-medical-treatment/03_ml-interpretation/03_interpreting-deep-learning-models/02_localization-maps.mp4
5.8 MB
3. ai-for-medical-treatment/03_ml-interpretation/03_interpreting-deep-learning-models/03_heat-maps.en.srt
5.8 kB
3. ai-for-medical-treatment/03_ml-interpretation/03_interpreting-deep-learning-models/03_heat-maps.en.txt
3.1 kB
3. ai-for-medical-treatment/03_ml-interpretation/03_interpreting-deep-learning-models/03_heat-maps.mp4
13 MB
3. ai-for-medical-treatment/03_ml-interpretation/04_end-of-access-to-lab-notebooks/01_important-reminder-about-end-of-access-to-lab-notebooks_instructions.html
2.2 kB
3. ai-for-medical-treatment/03_ml-interpretation/05_acknowledgments/01_acknowledgements_instructions.html
2.8 kB
3. ai-for-medical-treatment/03_ml-interpretation/05_acknowledgments/02_citations_1610.02391.pdf
6.9 MB
3. ai-for-medical-treatment/03_ml-interpretation/05_acknowledgments/02_citations_1706.03461.pdf
1.9 MB
3. ai-for-medical-treatment/03_ml-interpretation/05_acknowledgments/02_citations_1810.04805
45 kB
3. ai-for-medical-treatment/03_ml-interpretation/05_acknowledgments/02_citations_1901.07031
50 kB
3. ai-for-medical-treatment/03_ml-interpretation/05_acknowledgments/02_citations_instructions.html
3.7 kB
3. ai-for-medical-treatment/03_ml-interpretation/05_acknowledgments/02_citations_randomforest2001.pdf
121 kB
3. ai-for-medical-treatment/03_ml-interpretation/05_acknowledgments/03_optional-opportunity-to-mentor-other-learners_instructions.html
1.7 kB