| S# |
Lecture |
Course |
Institute |
Instructor |
Discipline |
| 6526 |
A Data Science Revolution In Healthcare (M-I-T)
|
Collaborative Data Science for Healthcare (Fall 2020) (M-I-T)
|
MIT
|
Dr. Leo Celi, Dr. Louis Agha-Mir-Salim, and Marie-Laure Charpignon
|
Basic and Health Sciences
|
| 6527 |
A Data-Driven Future For Medicine (M-I-T)
|
Collaborative Data Science for Healthcare (Fall 2020) (M-I-T)
|
MIT
|
Dr. Leo Celi, Dr. Louis Agha-Mir-Salim, and Marie-Laure Charpignon
|
Basic and Health Sciences
|
| 6528 |
Adequate Representation and Justification of Data (M-I-T)
|
Collaborative Data Science for Healthcare (Fall 2020) (M-I-T)
|
MIT
|
Dr. Leo Celi, Dr. Louis Agha-Mir-Salim, and Marie-Laure Charpignon
|
Basic and Health Sciences
|
| 6529 |
An example in R with MIMIC-III (M-I-T)
|
Collaborative Data Science for Healthcare (Fall 2020) (M-I-T)
|
MIT
|
Dr. Leo Celi, Dr. Louis Agha-Mir-Salim, and Marie-Laure Charpignon
|
Basic and Health Sciences
|
| 6530 |
Best-Practices to Ensure Reproducibility (M-I-T)
|
Collaborative Data Science for Healthcare (Fall 2020) (M-I-T)
|
MIT
|
Dr. Leo Celi, Dr. Louis Agha-Mir-Salim, and Marie-Laure Charpignon
|
Basic and Health Sciences
|
| 6531 |
Case Study: Reproducing Studies Using MIMIC-III (M-I-T)
|
Collaborative Data Science for Healthcare (Fall 2020) (M-I-T)
|
MIT
|
Dr. Leo Celi, Dr. Louis Agha-Mir-Salim, and Marie-Laure Charpignon
|
Basic and Health Sciences
|
| 6532 |
|
Collaborative Data Science for Healthcare (Fall 2020) (M-I-T)
|
MIT
|
Dr. Leo Celi, Dr. Louis Agha-Mir-Salim, and Marie-Laure Charpignon
|
Basic and Health Sciences
|
| 6533 |
Intervention/Exposure (M-I-T)
|
Collaborative Data Science for Healthcare (Fall 2020) (M-I-T)
|
MIT
|
Dr. Leo Celi, Dr. Louis Agha-Mir-Salim, and Marie-Laure Charpignon
|
Basic and Health Sciences
|
| 6534 |
Closing Summary and Next Steps for Independent Learning (M-I-T)
|
Collaborative Data Science for Healthcare (Fall 2020) (M-I-T)
|
MIT
|
Dr. Leo Celi, Dr. Louis Agha-Mir-Salim, and Marie-Laure Charpignon
|
Basic and Health Sciences
|
| 6535 |
|
Collaborative Data Science for Healthcare (Fall 2020) (M-I-T)
|
MIT
|
Dr. Leo Celi, Dr. Louis Agha-Mir-Salim, and Marie-Laure Charpignon
|
Basic and Health Sciences
|
| 6536 |
Collaborations and Data Source Bias (M-I-T)
|
Collaborative Data Science for Healthcare (Fall 2020) (M-I-T)
|
MIT
|
Dr. Leo Celi, Dr. Louis Agha-Mir-Salim, and Marie-Laure Charpignon
|
Basic and Health Sciences
|
| 6537 |
Introduction to Regression Analysis: Part I (M-I-T)
|
Collaborative Data Science for Healthcare (Fall 2020) (M-I-T)
|
MIT
|
Dr. Leo Celi, Dr. Louis Agha-Mir-Salim, and Marie-Laure Charpignon
|
Basic and Health Sciences
|
| 6538 |
|
Collaborative Data Science for Healthcare (Fall 2020) (M-I-T)
|
MIT
|
Dr. Leo Celi, Dr. Louis Agha-Mir-Salim, and Marie-Laure Charpignon
|
Basic and Health Sciences
|
| 6539 |
Introduction to Regression Analysis: Part II (M-I-T)
|
Collaborative Data Science for Healthcare (Fall 2020) (M-I-T)
|
MIT
|
Dr. Leo Celi, Dr. Louis Agha-Mir-Salim, and Marie-Laure Charpignon
|
Basic and Health Sciences
|
| 6540 |
Considerations Of Fairness (M-I-T)
|
Collaborative Data Science for Healthcare (Fall 2020) (M-I-T)
|
MIT
|
Dr. Leo Celi, Dr. Louis Agha-Mir-Salim, and Marie-Laure Charpignon
|
Basic and Health Sciences
|
| 6541 |
Iris Dataset and Decision Tree Introduction (M-I-T)
|
Collaborative Data Science for Healthcare (Fall 2020) (M-I-T)
|
MIT
|
Dr. Leo Celi, Dr. Louis Agha-Mir-Salim, and Marie-Laure Charpignon
|
Basic and Health Sciences
|
| 6542 |
|
Collaborative Data Science for Healthcare (Fall 2020) (M-I-T)
|
MIT
|
Dr. Leo Celi, Dr. Louis Agha-Mir-Salim, and Marie-Laure Charpignon
|
Basic and Health Sciences
|
| 6543 |
Linear Regression: Reinforcement Material (optional) (M-I-T)
|
Collaborative Data Science for Healthcare (Fall 2020) (M-I-T)
|
MIT
|
Dr. Leo Celi, Dr. Louis Agha-Mir-Salim, and Marie-Laure Charpignon
|
Basic and Health Sciences
|
| 6544 |
Deep Learning: A Machine Learning Technique (M-I-T)
|
Collaborative Data Science for Healthcare (Fall 2020) (M-I-T)
|
MIT
|
Dr. Leo Celi, Dr. Louis Agha-Mir-Salim, and Marie-Laure Charpignon
|
Basic and Health Sciences
|
| 6545 |
Logistic Regression: Contingency Tables (M-I-T)
|
Collaborative Data Science for Healthcare (Fall 2020) (M-I-T)
|
MIT
|
Dr. Leo Celi, Dr. Louis Agha-Mir-Salim, and Marie-Laure Charpignon
|
Basic and Health Sciences
|
| 6546 |
Developing A Shared Language (M-I-T)
|
Collaborative Data Science for Healthcare (Fall 2020) (M-I-T)
|
MIT
|
Dr. Leo Celi, Dr. Louis Agha-Mir-Salim, and Marie-Laure Charpignon
|
Basic and Health Sciences
|
| 6547 |
Reproducibility in Critical Care – Theoretical Concepts (M-I-T)
|
Collaborative Data Science for Healthcare (Fall 2020) (M-I-T)
|
MIT
|
Dr. Leo Celi, Dr. Louis Agha-Mir-Salim, and Marie-Laure Charpignon
|
Basic and Health Sciences
|
| 6548 |
Logistic Regression: Hypothesis Testing (M-I-T)
|
Collaborative Data Science for Healthcare (Fall 2020) (M-I-T)
|
MIT
|
Dr. Leo Celi, Dr. Louis Agha-Mir-Salim, and Marie-Laure Charpignon
|
Basic and Health Sciences
|
| 6549 |
|
Collaborative Data Science for Healthcare (Fall 2020) (M-I-T)
|
MIT
|
Dr. Leo Celi, Dr. Louis Agha-Mir-Salim, and Marie-Laure Charpignon
|
Basic and Health Sciences
|
| 6550 |
Sensitivity Analysis (M-I-T)
|
Collaborative Data Science for Healthcare (Fall 2020) (M-I-T)
|
MIT
|
Dr. Leo Celi, Dr. Louis Agha-Mir-Salim, and Marie-Laure Charpignon
|
Basic and Health Sciences
|
