Papers
Simultaneous Measurement Imputation and Outcome Prediction for Achilles Tendon Rupture Rehabilitation
Charles Hamesse, Ruibo Tu, Paul Ackermann et al.
Enhancing high-content imaging for studying microtubule networks at large-scale
Hao-Chih Lee, Sarah T. Cherng, Riccardo Miotto et al.
Multi-view Multi-task Learning for Improving Autonomous Mammogram Diagnosis
Trent Kyono, Fiona J. Gilbert, Mihaela Schaar
Thyroid Cancer Malignancy Prediction From Whole Slide Cytopathology Images
David Dov, Shahar Z. Kovalsky, Jonathan Cohen et al.
Few-Shot Learning for Dermatological Disease Diagnosis
Viraj Prabhu, Anitha Kannan, Murali Ravuri et al.
EEGtoText: Learning to Write Medical Reports from EEG Recordings
Siddharth Biswal, Cao Xiao, M. Brandon Westover et al.
The Medical Deconfounder: Assessing Treatment Effects with Electronic Health Records
Linying Zhang, Yixin Wang, Anna Ostropolets et al.
Using Domain Knowledge to Overcome Latent Variables in Causal Inference from Time Series
Min Zheng, Samantha Kleinberg
ASAC: Active Sensing using Actor-Critic models
Jinsung Yoon, James Jordon, Mihaela Schaar
A Calibration Metric for Risk Scores with Survival Data
Steve Yadlowsky, Sanjay Basu, Lu Tian
Are Online Reviews of Physicians Biased Against Female Providers?
Avijit Thawani, Michael J. Paul, Urmimala Sarkar et al.
Feature Robustness in Non-stationary Health Records: Caveats to Deployable Model Performance in Common Clinical Machine Learning Tasks
Bret Nestor, Matthew B. A. McDermott, Willie Boag et al.
What Clinicians Want: Contextualizing Explainable Machine Learning for Clinical End Use
Sana Tonekaboni, Shalmali Joshi, Melissa D. McCradden et al.
Counterfactual Reasoning for Fair Clinical Risk Prediction
Stephen R. Pfohl, Tony Duan, Daisy Yi Ding et al.
Phenotype Inference with Semi-Supervised Mixed Membership Models
Victor A. Rodriguez, Adler Perotte
Predicting Sick Patient Volume in a Pediatric Outpatient Setting using Time Series Analysis
Grace Guan, Barbara E. Engelhardt
A Neural Model for Predicting Dementia from Language
Weirui Kong, Hyeju Jang, Giuseppe Carenini et al.
Clinically Accurate Chest X-Ray Report Generation
Guanxiong Liu, Tzu-Ming Harry Hsu, Matthew McDermott et al.
Self-Attention Based Molecule Representation for Predicting Drug-Target Interaction
Bonggun Shin, Sungsoo Park, Keunsoo Kang et al.
Clinical Judgement Study using Question Answering from Electronic Health Records
Bhanu Pratap Singh Rawat, Fe Li, Hong Yu
Multimodal Machine Learning for Automated ICD Coding
Keyang Xu, Mike Lam, Jingzhi Pang et al.
Meta-Weighted Gaussian Process Experts for Personalized Forecasting of AD Cognitive Changes
Ognjen (Oggi) Rudovic, Yuria Utsumi, Ricardo Guerrero et al.
Temporal Graph Convolutional Networks for Automatic Seizure Detection
Ian C. Covert, Balu Krishnan, Imad Najm et al.
A Spatiotemporal Approach to Predicting Glaucoma Progression Using a CT-HMM
Supriya Nagesh, Alexander Moreno, Hiroshi Ishikawa et al.