Medical AI

Contrastive Learning for Clinical Outcome Prediction with Partial Data Sources ICML 2024 Cross-Care: Assessing the Healthcare Implications of Pre-training Data on Language Model Bias NeurIPS 2024 CryoGEM: Physics-Informed Generative Cryo-Electron Microscopy NeurIPS 2024 DDA: Dimensionality Driven Augmentation Search for Contrastive Learning in Laparoscopic Surgery MIDL 2024 Deep Copula-Based Survival Analysis for Dependent Censoring with Identifiability Guarantees AAAI 2024 Deep Reinforcement Learning for Early Diagnosis of Lung Cancer AAAI 2024 Deploying ADVISER: Impact and Lessons from Using Artificial Intelligence for Child Vaccination Uptake in Nigeria AAAI 2024 Design of a Data-driven Intervention Dashboard for SDG Localization IJCAI 2024 Detecting critical treatment effect bias in small subgroups UAI 2024 Detection of Cognitive Impairment And Alzheimer's Disease Using a Speech- and Language-Based Protocol Interspeech 2024 DiffPO: A causal diffusion model for learning distributions of potential outcomes NeurIPS 2024 DiReCT: Diagnostic Reasoning for Clinical Notes via Large Language Models NeurIPS 2024 Discovering Features with Synergistic Interactions in Multiple Views ICML 2024 DISCRET: Synthesizing Faithful Explanations For Treatment Effect Estimation ICML 2024 DMNet: Self-comparison Driven Model for Subject-independent Seizure Detection NeurIPS 2024 Domain Adaptation via Prompt Learning for Alzheimer’s Detection EMNLP 2024 Don’t be my Doctor! Recognizing Healthcare Advice in Large Language Models EMNLP 2024 DreamCatcher: A Wearer-aware Multi-modal Sleep Event Dataset Based on Earables in Non-restrictive Environments NeurIPS 2024 DrFuse: Learning Disentangled Representation for Clinical Multi-Modal Fusion with Missing Modality and Modal Inconsistency AAAI 2024 DrugWatch: A Comprehensive Multi-Source Data Visualisation Platform for Drug Safety Information ACL 2024 Dynamic Inter-treatment Information Sharing for Individualized Treatment Effects Estimation AISTATS 2024 Dynamic Subgroup Identification in Covariate-adjusted Response-adaptive Randomization Experiments NeurIPS 2024 Dynamic Survival Analysis with Controlled Latent States ICML 2024 DysArinVox: DYSphonia & DYSarthria mandARIN speech corpus Interspeech 2024 EHRCon: Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records NeurIPS 2024