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Tutorial
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Mon 8:00 |
Synthetic Healthcare Data Generation and Assessment: Challenges, Methods, and Impact on Machine Learning Ahmed M. Alaa · Mihaela van der Schaar |
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Spotlight
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Wed 7:20 |
Learning Queueing Policies for Organ Transplantation Allocation using Interpretable Counterfactual Survival Analysis Jeroen Berrevoets · Ahmed Alaa · Zhaozhi Qian · James Jordon · alexander gimson · Mihaela van der Schaar |
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Workshop
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Data-Pooling Reinforcement Learning for Personalized Healthcare Intervention Xinyun Chen · Pengyi Shi |
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Workshop
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Fri 9:10 |
Ethics of developing ML in healthcare Shalmali Joshi |
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Spotlight
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Tue 5:30 |
Exploiting structured data for learning contagious diseases under incomplete testing Maggie Makar · Lauren R West · David C Hooper · Eric Horvitz · Erica Shenoy · John Guttag |
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Workshop
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Sat 9:00 |
Mihaela Van der Schaar: Time-series in healthcare: challenges and solutions Mihaela van der Schaar |
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Poster
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Wed 9:00 |
Learning Queueing Policies for Organ Transplantation Allocation using Interpretable Counterfactual Survival Analysis Jeroen Berrevoets · Ahmed Alaa · Zhaozhi Qian · James Jordon · alexander gimson · Mihaela van der Schaar |
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Workshop
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Fri 10:30 |
Towards Robust and Reliable Model Explanations for Healthcare Hima Lakkaraju |
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Workshop
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Model Selection for Offline Reinforcement Learning: Practical Considerations for Healthcare Settings Shengpu Tang · Jenna Wiens |
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Poster
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Wed 21:00 |
12-Lead ECG Reconstruction via Koopman Operators Tomer Golany · Kira Radinsky · Daniel Freedman · Saar Minha |
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Poster
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Tue 9:00 |
Exploiting structured data for learning contagious diseases under incomplete testing Maggie Makar · Lauren R West · David C Hooper · Eric Horvitz · Erica Shenoy · John Guttag |
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Workshop
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Fri 6:15 |
Interpretable Machine Learning in Healthcare Yuyin Zhou · Xiaoxiao Li · Vicky Yao · Pengtao Xie · DOU QI · Nicha Dvornek · Julia Schnabel · Judy Wawira · Yifan Peng · Ronald Summers · Alan Karthikesalingam · Lei Xing · Eric Xing |