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Medical AI

1040 directly classified papers

Papers per year

Papers

Towards Objectively Evaluating the Quality of Generated Medical Summaries EACL 2021
How to leverage the multimodal EHR data for better medical prediction? EMNLP 2021
Open-Domain Question-Answering for COVID-19 and Other Emergent Domains EMNLP 2021
A Linguistic Annotation Framework to Study Interactions in Multilingual Healthcare Conversational Forums EMNLP 2021
What Would it Take to get Biomedical QA Systems into Practice? EMNLP 2021
Findings of the WMT 2021 Biomedical Translation Shared Task: Summaries of Animal Experiments as New Test Set EMNLP 2021
Description-based Label Attention Classifier for Explainable ICD-9 Classification EMNLP 2021
Robustness and Sensitivity of BERT Models Predicting Alzheimer’s Disease from Text EMNLP 2021
Inference for the Case Probability in High-dimensional Logistic Regression JMLR 2021
Estimation and Optimization of Composite Outcomes JMLR 2021
On Multi-Armed Bandit Designs for Dose-Finding Trials JMLR 2021
Off-policy Evaluation in Infinite-Horizon Reinforcement Learning with Latent Confounders AISTATS 2021
SurvITE: Learning Heterogeneous Treatment Effects from Time-to-Event Data NIPS 2021
Closing the loop in medical decision support by understanding clinical decision-making: A case study on organ transplantation NIPS 2021
Deep Jump Learning for Off-Policy Evaluation in Continuous Treatment Settings NIPS 2021
Deep Extended Hazard Models for Survival Analysis NIPS 2021
Doctor2Vec: Dynamic Doctor Representation Learning for Clinical Trial Recruitment AAAI 2020
Clinician-in-the-Loop Decision Making: Reinforcement Learning with Near-Optimal Set-Valued Policies ICML 2020
DeepCoDA: personalized interpretability for compositional health data ICML 2020
The Stanford Acuity Test: A Precise Vision Test Using Bayesian Techniques and a Discovery in Human Visual Response AAAI 2020
Learning the Graphical Structure of Electronic Health Records with Graph Convolutional Transformer AAAI 2020
DeepAlerts: Deep Learning Based Multi-Horizon Alerts for Clinical Deterioration on Oncology Hospital Wards AAAI 2020
Neural Cognitive Diagnosis for Intelligent Education Systems AAAI 2020
A Novel Spatio-Temporal Multi-Task Approach for the Prediction of Diabetes-Related Complication: a Cardiopathy Case of Study IJCAI 2020
State Variable Effects in Graphical Event Models IJCAI 2020