Medical AI

Knowledge-Rich Self-Supervision for Biomedical Entity Linking EMNLP 2022 Learning Individualized Treatment Rules with Many Treatments: A Supervised Clustering Approach Using Adaptive Fusion NeurIPS 2022 Learning the Physics of Particle Transport via Transformers AAAI 2022 Learning to Generate Explanation from e-Hospital Services for Medical Suggestion COLING 2022 Leveraging Factored Action Spaces for Efficient Offline Reinforcement Learning in Healthcare NeurIPS 2022 Leveraging Time Irreversibility with Order-Contrastive Pre-training AISTATS 2022 Listening with Googlears: Low-Latency Neural Multiframe Beamforming and Equalization for Hearing Aids Interspeech 2022 Locally Sparse Neural Networks for Tabular Biomedical Data ICML 2022 MedConQA: Medical Conversational Question Answering System based on Knowledge Graphs EMNLP 2022 Medical Question Understanding and Answering with Knowledge Grounding and Semantic Self-Supervision COLING 2022 MedicalSum: A Guided Clinical Abstractive Summarization Model for Generating Medical Reports from Patient-Doctor Conversations EMNLP 2022 Meta-learning Pathologies from Radiology Reports using Variance Aware Prototypical Networks EMNLP 2022 Mind Reader: Reconstructing complex images from brain activities NeurIPS 2022 Mining Health-related Cause-Effect Statements with High Precision at Large Scale COLING 2022 Model Distillation for Faithful Explanations of Medical Code Predictions ACL 2022 Multi-scale Progressive Gated Transformer for Physiological Signal Classification ACML 2022 Multi-Type Outer Product-Based Fusion of Respiratory Sounds for Detecting COVID-19 Interspeech 2022 Multi-view and Cross-view Brain Decoding COLING 2022 Neural Language Models are not Born Equal to Fit Brain Data, but Training Helps ICML 2022 Online Updating of Conditional Linear Gaussian Bayesian Networks PGM 2022 Optimal Local Explainer Aggregation for Interpretable Prediction AAAI 2022 Optimal thyroplasty implant shape and stiffness for treatment of acute unilateral vocal fold paralysis: Evidence from a canine in vivo phonation model Interspeech 2022 Optimizing Early Warning Classifiers to Control False Alarms via a Minimum Precision Constraint AISTATS 2022 POETREE: Interpretable Policy Learning with Adaptive Decision Trees ICLR 2022 Position-based Prompting for Health Outcome Generation ACL 2022