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Medical AI

1040 directly classified papers

Papers per year

Papers

Learning Data-Driven Drug-Target-Disease Interaction via Neural Tensor Network IJCAI 2020
A Label Attention Model for ICD Coding from Clinical Text IJCAI 2020
Reinforcement Learning Framework for Deep Brain Stimulation Study IJCAI 2020
Temporal Phenotyping using Deep Predictive Clustering of Disease Progression ICML 2020
HyperCore: Hyperbolic and Co-graph Representation for Automatic ICD Coding ACL 2020
Towards end-2-end learning for predicting behavior codes from spoken utterances in psychotherapy conversations ACL 2020
Robust Prediction of Punctuation and Truecasing for Medical ASR ACL 2020
When and How to Lift the Lockdown? Global COVID-19 Scenario Analysis and Policy Assessment using Compartmental Gaussian Processes NIPS 2020
Identifying Causal-Effect Inference Failure with Uncertainty-Aware Models NIPS 2020
Towards Medical Machine Reading Comprehension with Structural Knowledge and Plain Text EMNLP 2020
Predicting Clinical Trial Results by Implicit Evidence Integration EMNLP 2020
Explainable Clinical Decision Support from Text EMNLP 2020
Querying Across Genres for Medical Claims in News EMNLP 2020
Infusing Disease Knowledge into BERT for Health Question Answering, Medical Inference and Disease Name Recognition EMNLP 2020
CancerEmo: A Dataset for Fine-Grained Emotion Detection EMNLP 2020
On the diminishing return of labeling clinical reports EMNLP 2020
Predicting independent living outcomes from written reports of social workers EMNLP 2020
Collapsing Bandits and Their Application to Public Health Intervention NIPS 2020
Representation Learning for Integrating Multi-domain Outcomes to Optimize Individualized Treatment NIPS 2020
X-CAL: Explicit Calibration for Survival Analysis NIPS 2020
scikit-survival: A Library for Time-to-Event Analysis Built on Top of scikit-learn JMLR 2020
Functional Martingale Residual Process for High-Dimensional Cox Regression with Model Averaging JMLR 2020
POPCORN: Partially Observed Prediction Constrained Reinforcement Learning AISTATS 2020
Fairness Evaluation in Presence of Biased Noisy Labels AISTATS 2020
Censored Quantile Regression Forest AISTATS 2020