Medical AI

Position: Standardization of Behavioral Use Clauses is Necessary for the Adoption of Responsible Licensing of AI ICML 2024 Predicting Age-related Macular Degeneration Progression from Retinal Optical Coherence Tomography with Intra-Subject Temporal Consistency MIDL 2024 Predicting DNA Content Abnormalities in Barrett’s Esophagus: A Weakly Supervised Learning Paradigm MIDL 2024 Predicting Heart Activity from Speech using Data-driven and Knowledge-based features Interspeech 2024 Prediction-powered Generalization of Causal Inferences ICML 2024 Predictive Powered Inference for Healthcare; Relating Optical Coherence Tomography Scans to Multiple Sclerosis Disease Progression MLHC 2024 Pre-trained Feature Fusion and Matching for Mild Cognitive Impairment Detection Interspeech 2024 Pre-trained Online Contrastive Learning for Insurance Fraud Detection AAAI 2024 Production of fricative consonants in French-speaking children with cochlear implants and typical hearing: acoustic and phonological analyses. Interspeech 2024 Proximal Causal Inference for Synthetic Control with Surrogates AISTATS 2024 Psychometry: An Omnifit Model for Image Reconstruction from Human Brain Activity CVPR 2024 R2V-MIF: Rule-to-Vector Contrastive Learning and Multi-channel Information Fusion for Therapy Recommendation IJCAI 2024 RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records ACL 2024 RaTEScore: A Metric for Radiology Report Generation EMNLP 2024 Reasoning Like a Doctor: Improving Medical Dialogue Systems via Diagnostic Reasoning Process Alignment ACL 2024 ReMAG-KR: Retrieval and Medically Assisted Generation with Knowledge Reduction for Medical Question Answering ACL 2024 Representing Part-Whole Hierarchies in Foundation Models by Learning Localizability Composability and Decomposability from Anatomy via Self Supervision CVPR 2024 Reservoir Computing for Short High-Dimensional Time Series: an Application to SARS-CoV-2 Hospitalization Forecast ICML 2024 Reward Design for Justifiable Sequential Decision-Making ICLR 2024 Risk stratification through class-conditional conformal estimation: A strategy that improves the rule-out performance of MACE in the prehospital setting MLHC 2024 RLPeri: Accelerating Visual Perimetry Test with Reinforcement Learning and Convolutional Feature Extraction AAAI 2024 Robust Learning via Conditional Prevalence Adjustment WACV 2024 Robustness and Visual Explanation for Black Box Image, Video, and ECG Signal Classification with Reinforcement Learning AAAI 2024 SADI: Similarity-Aware Diffusion Model-Based Imputation for Incomplete Temporal EHR Data AISTATS 2024 Safe and Interpretable Estimation of Optimal Treatment Regimes AISTATS 2024