Medical AI

MedSafetyBench: Evaluating and Improving the Medical Safety of Large Language Models NeurIPS 2024 Meta-Learners for Partially-Identified Treatment Effects Across Multiple Environments ICML 2024 MILD Bot: Multidisciplinary Childhood Cancer Survivor Question-Answering Bot EMNLP 2024 Mixed Type Multimorbidity Variational Autoencoder: A Deep Generative Model for Multimorbidity Analysis MLHC 2024 MKeCL: Medical Knowledge-Enhanced Contrastive Learning for Few-shot Disease Diagnosis COLING 2024 MMedAgent: Learning to Use Medical Tools with Multi-modal Agent EMNLP 2024 Modeling Low-Resource Health Coaching Dialogues via Neuro-Symbolic Goal Summarization and Text-Units-Text Generation COLING 2024 Modelling Lexical Characteristics of the Healthy Aging Population: A Corpus-Based Study Interspeech 2024 Modelling Shared Decision Making Interactions using Influence Diagrams PGM 2024 Monitoring machine learning-based risk prediction algorithms in the presence of performativity AISTATS 2024 Motion Matters: Neural Motion Transfer for Better Camera Physiological Measurement WACV 2024 MultifacetEval: Multifaceted Evaluation to Probe LLMs in Mastering Medical Knowledge IJCAI 2024 Multilingual Speech and Language Analysis for the Assessment of Mild Cognitive Impairment: Outcomes from the Taukadial Challenge Interspeech 2024 Multimodal Digital Biomarkers for Longitudinal Tracking of Speech Impairment Severity in ALS: An Investigation of Clinically Important Differences Interspeech 2024 Multimodal Prototyping for cancer survival prediction ICML 2024 NeuroBOLT: Resting-state EEG-to-fMRI Synthesis with Multi-dimensional Feature Mapping NeurIPS 2024 OmniMedVQA: A New Large-Scale Comprehensive Evaluation Benchmark for Medical LVLM CVPR 2024 On Creating an English-Thai Code-switched Machine Translation in Medical Domain EMNLP 2024 Optimal Sparse Survival Trees AISTATS 2024 Optimization-based Uncertainty Attribution Via Learning Informative Perturbations ECCV 2024 Overcoming Common Flaws in the Evaluation of Selective Classification Systems NeurIPS 2024 PairNet: Training with Observed Pairs to Estimate Individual Treatment Effect ICML 2024 PEACE: A Dataset of Pharmaceutical Care for Cancer Pain Analgesia Evaluation and Medication Decision NeurIPS 2024 Pharmacokinetics-Informed Neural Network for Predicting Opioid Administration Moments with Wearable Sensors AAAI 2024 PICSR: Prototype-Informed Cross-Silo Router for Federated Learning (Student Abstract) AAAI 2024