| S# |
Lecture |
Course |
Institute |
Instructor |
Discipline |
| 1801 |
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
|
Applied Sciences
|
| 1802 |
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
|
Applied Sciences
|
| 1803 |
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
|
Applied Sciences
|
| 1804 |
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
|
Applied Sciences
|
| 1805 |
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
|
Applied Sciences
|
| 1806 |
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
|
Applied Sciences
|
| 1807 |
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
|
Applied Sciences
|
| 1808 |
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
|
Applied Sciences
|
| 1809 |
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
|
Applied Sciences
|
| 1810 |
Lecture 23: Fairness (M-I-T)
|
Machine Learning for Healthcare (Spring 2019) (M-I-T)
|
MIT
|
Prof. Dr. Peter Szolovits, Prof. Dr. David Sontag
|
Applied Sciences
|
| 1811 |
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
|
Applied Sciences
|
| 1812 |
Lecture 25: Interpretability (M-I-T)
|
Machine Learning for Healthcare (Spring 2019) (M-I-T)
|
MIT
|
Prof. Dr. Peter Szolovits, Prof. Dr. David Sontag
|
Applied Sciences
|
| 1813 |
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
|
Applied Sciences
|
| 1814 |
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
|
Applied Sciences
|
| 1815 |
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
|
Applied Sciences
|
| 1816 |
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
|
Applied Sciences
|
| 1817 |
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
|
Applied Sciences
|
| 1818 |
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
|
Applied Sciences
|
| 1819 |
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
|
Applied Sciences
|
| 1820 |
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
|
Applied Sciences
|
| 1821 |
1. Algorithmic Thinking, Peak Finding (M-I-T)
|
Introduction to Algorithms, Fall 2011 (M-I-T)
|
MIT
|
Srini Devadas
|
Applied Sciences
|
| 1822 |
10. Open Addressing, Cryptographic Hashing (M-I-T)
|
Introduction to Algorithms, Fall 2011 (M-I-T)
|
MIT
|
Srini Devadas
|
Applied Sciences
|
| 1823 |
11. Integer Arithmetic, Karatsuba Multiplication (M-I-T)
|
Introduction to Algorithms, Fall 2011 (M-I-T)
|
MIT
|
Srini Devadas
|
Applied Sciences
|
| 1824 |
12. Square Roots, Newton's Method (M-I-T)
|
Introduction to Algorithms, Fall 2011 (M-I-T)
|
MIT
|
Srini Devadas
|
Applied Sciences
|
| 1825 |
13. Breadth-First Search (BFS) (M-I-T)
|
Introduction to Algorithms, Fall 2011 (M-I-T)
|
MIT
|
Srini Devadas
|
Applied Sciences
|
