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Machine Learning for Healthcare (Spring 2019) (M-I-T)

(25 Lectures Available)


S# Lecture Course Institute Instructor Discipline
1 Lecture 1: What Makes Healthcare Unique? (M-I-T) Machine Learning for Healthcare (Spring 2019) (M-I-T) MIT Prof. Dr. Peter Szolovits, Prof. Dr. David Sontag Basic and Health Sciences
2 Lecture 2: Overview of Clinical Care (M-I-T) Machine Learning for Healthcare (Spring 2019) (M-I-T) MIT Prof. Dr. Peter Szolovits, Prof. Dr. David Sontag Basic and Health Sciences
3 Lecture 3: Deep Dive Into Clinical Data (M-I-T) Machine Learning for Healthcare (Spring 2019) (M-I-T) MIT Prof. Dr. Peter Szolovits, Prof. Dr. David Sontag Basic and Health Sciences
4 Lecture 4: Risk Stratification, Part 1 (M-I-T) Machine Learning for Healthcare (Spring 2019) (M-I-T) MIT Prof. Dr. Peter Szolovits, Prof. Dr. David Sontag Basic and Health Sciences
5 Lecture 5: Risk Stratification, Part 2 (M-I-T) Machine Learning for Healthcare (Spring 2019) (M-I-T) MIT Prof. Dr. Peter Szolovits, Prof. Dr. David Sontag Basic and Health Sciences
6 Lecture 6: Physiological Time-Series (M-I-T) Machine Learning for Healthcare (Spring 2019) (M-I-T) MIT Prof. Dr. Peter Szolovits, Prof. Dr. David Sontag Basic and Health Sciences
7 Lecture 7: Natural Language Processing (NLP), Part 1 (M-I-T) Machine Learning for Healthcare (Spring 2019) (M-I-T) MIT Prof. Dr. Peter Szolovits, Prof. Dr. David Sontag Basic and Health Sciences
8 Lecture 8: Natural Language Processing (NLP), Part 2 (M-I-T) Machine Learning for Healthcare (Spring 2019) (M-I-T) MIT Prof. Dr. Peter Szolovits, Prof. Dr. David Sontag Basic and Health Sciences
9 Lecture 9: Translating Technology Into the Clinic (M-I-T) Machine Learning for Healthcare (Spring 2019) (M-I-T) MIT Prof. Dr. Peter Szolovits, Prof. Dr. David Sontag Basic and Health Sciences
10 Lecture 10: Application of Machine Learning to Cardiac Imaging (M-I-T) Machine Learning for Healthcare (Spring 2019) (M-I-T) MIT Prof. Dr. Peter Szolovits, Prof. Dr. David Sontag Basic and Health Sciences
11 Lecture 11: Differential Diagnosis (M-I-T) Machine Learning for Healthcare (Spring 2019) (M-I-T) MIT Prof. Dr. Peter Szolovits, Prof. Dr. David Sontag Basic and Health Sciences
12 Lecture 12: Machine Learning for Pathology (M-I-T) Machine Learning for Healthcare (Spring 2019) (M-I-T) MIT Prof. Dr. Peter Szolovits, Prof. Dr. David Sontag Basic and Health Sciences
13 Lecture 13: Machine Learning for Mammography (M-I-T) Machine Learning for Healthcare (Spring 2019) (M-I-T) MIT Prof. Dr. Peter Szolovits, Prof. Dr. David Sontag Basic and Health Sciences
14 Lecture 14: Causal Inference, Part 1 (M-I-T) Machine Learning for Healthcare (Spring 2019) (M-I-T) MIT Prof. Dr. Peter Szolovits, Prof. Dr. David Sontag Basic and Health Sciences
15 Lecture 15: Causal Inference, Part 2 (M-I-T) Machine Learning for Healthcare (Spring 2019) (M-I-T) MIT Prof. Dr. Peter Szolovits, Prof. Dr. David Sontag Basic and Health Sciences
16 Lecture 16: Reinforcement Learning, Part 1 (M-I-T) Machine Learning for Healthcare (Spring 2019) (M-I-T) MIT Prof. Dr. Peter Szolovits, Prof. Dr. David Sontag Basic and Health Sciences
17 Lecture 17: Reinforcement Learning, Part 2 (M-I-T) Machine Learning for Healthcare (Spring 2019) (M-I-T) MIT Prof. Dr. Peter Szolovits, Prof. Dr. David Sontag Basic and Health Sciences
18 Lecture 18: Disease Progression Modeling and Subtyping, Part 1 (M-I-T) Machine Learning for Healthcare (Spring 2019) (M-I-T) MIT Prof. Dr. Peter Szolovits, Prof. Dr. David Sontag Basic and Health Sciences
19 Lecture 19: Disease Progression Modeling and Subtyping, Part 2 (M-I-T) Machine Learning for Healthcare (Spring 2019) (M-I-T) MIT Prof. Dr. Peter Szolovits, Prof. Dr. David Sontag Basic and Health Sciences
20 Lecture 20: Precision Medicine (M-I-T) Machine Learning for Healthcare (Spring 2019) (M-I-T) MIT Prof. Dr. Peter Szolovits, Prof. Dr. David Sontag Basic and Health Sciences
21 Lecture 21: Automating Clinical Work Flows (M-I-T) Machine Learning for Healthcare (Spring 2019) (M-I-T) MIT Prof. Dr. Peter Szolovits, Prof. Dr. David Sontag Basic and Health Sciences
22 Lecture 22: Regulation of Machine Learning / Artificial Intelligence in the US (M-I-T) Machine Learning for Healthcare (Spring 2019) (M-I-T) MIT Prof. Dr. Peter Szolovits, Prof. Dr. David Sontag Basic and Health Sciences
23 Lecture 23: Fairness (M-I-T) Machine Learning for Healthcare (Spring 2019) (M-I-T) MIT Prof. Dr. Peter Szolovits, Prof. Dr. David Sontag Basic and Health Sciences
24 Lecture 24: Robustness to Dataset Shift (M-I-T) Machine Learning for Healthcare (Spring 2019) (M-I-T) MIT Prof. Dr. Peter Szolovits, Prof. Dr. David Sontag Basic and Health Sciences
25 Lecture 25: Interpretability (M-I-T) Machine Learning for Healthcare (Spring 2019) (M-I-T) MIT Prof. Dr. Peter Szolovits, Prof. Dr. David Sontag Basic and Health Sciences

of 1 25 Lectures Available.