Healthcare & Medicine

MedReadMe: A Systematic Study for Fine-grained Sentence Readability in Medical Domain EMNLP 2024 Med-Real2Sim: Non-Invasive Medical Digital Twins using Physics-Informed Self-Supervised Learning NeurIPS 2024 MedSafetyBench: Evaluating and Improving the Medical Safety of Large Language Models NeurIPS 2024 Med-Tuning: A New Parameter-Efficient Tuning Framework for Medical Volumetric Segmentation MIDL 2024 MEGANet: Multi-Scale Edge-Guided Attention Network for Weak Boundary Polyp Segmentation WACV 2024 Memory-Efficient Prompt Tuning for Incremental Histopathology Classification AAAI 2024 MemSAM: Taming Segment Anything Model for Echocardiography Video Segmentation CVPR 2024 MentalHelp: A Multi-Task Dataset for Mental Health in Social Media COLING 2024 MentalRiskES: A New Corpus for Early Detection of Mental Disorders in Spanish COLING 2024 Meta-Learners for Partially-Identified Treatment Effects Across Multiple Environments ICML 2024 MetaRLEC: Meta-Reinforcement Learning for Discovery of Brain Effective Connectivity AAAI 2024 MFTN: Multi-Level Feature Transfer Network Based on MRI-Transformer for MR Image Super-resolution AAAI 2024 MICA: Towards Explainable Skin Lesion Diagnosis via Multi-Level Image-Concept Alignment AAAI 2024 MILD Bot: Multidisciplinary Childhood Cancer Survivor Question-Answering Bot EMNLP 2024 Mining Gaze for Contrastive Learning toward Computer-Assisted Diagnosis AAAI 2024 MIST: Medical Image Segmentation Transformer With Convolutional Attention Mixing (CAM) Decoder WACV 2024 Mixed Models with Multiple Instance Learning AISTATS 2024 Mixed Type Multimorbidity Variational Autoencoder: A Deep Generative Model for Multimorbidity Analysis MLHC 2024 Mixture of neural fields for heterogeneous reconstruction in cryo-EM NeurIPS 2024 MKeCL: Medical Knowledge-Enhanced Contrastive Learning for Few-shot Disease Diagnosis COLING 2024 MKG-FENN: A Multimodal Knowledge Graph Fused End-to-End Neural Network for Accurate Drug–Drug Interaction Prediction AAAI 2024 MLeVLM: Improve Multi-level Progressive Capabilities based on Multimodal Large Language Model for Medical Visual Question Answering ACL 2024 MLIP: Enhancing Medical Visual Representation with Divergence Encoder and Knowledge-guided Contrastive Learning CVPR 2024 MMedAgent: Learning to Use Medical Tools with Multi-modal Agent EMNLP 2024 Modality-agnostic Domain Generalizable Medical Image Segmentation by Multi-Frequency in Multi-Scale Attention CVPR 2024