Medical Imaging

LLM-CXR: Instruction-Finetuned LLM for CXR Image Understanding and Generation ICLR 2024 MAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding and Pseudo-Labeling CVPR 2024 MedCoT: Medical Chain of Thought via Hierarchical Expert EMNLP 2024 Med-DANet V2: A Flexible Dynamic Architecture for Efficient Medical Volumetric Segmentation WACV 2024 Medical diffusion on a budget: Textual Inversion for medical image generation MIDL 2024 MedM2G: Unifying Medical Multi-Modal Generation via Cross-Guided Diffusion with Visual Invariant CVPR 2024 Med-Real2Sim: Non-Invasive Medical Digital Twins using Physics-Informed Self-Supervised Learning 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 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 Mining Gaze for Contrastive Learning toward Computer-Assisted Diagnosis AAAI 2024 MIST: Medical Image Segmentation Transformer With Convolutional Attention Mixing (CAM) Decoder WACV 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 Modality-agnostic Domain Generalizable Medical Image Segmentation by Multi-Frequency in Multi-Scale Attention CVPR 2024 Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology CVPR 2024 MotionTTT: 2D Test-Time-Training Motion Estimation for 3D Motion Corrected MRI NeurIPS 2024 M-QALM: A Benchmark to Assess Clinical Reading Comprehension and Knowledge Recall in Large Language Models via Question Answering ACL 2024 Mudslide: A Universal Nuclear Instance Segmentation Method CVPR 2024 Multi-modal Concept Alignment Pre-training for Generative Medical Visual Question Answering ACL 2024 Multimodal Image Registration Guided by Few Segmentations from One Modality MIDL 2024 Multi-view Masked Contrastive Representation Learning for Endoscopic Video Analysis NeurIPS 2024