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Medical Imaging

989 directly classified papers

Papers per year

Papers

Linguistically Communicating Uncertainty in Patient-Facing Risk Prediction Models EACL 2024
OmniMedVQA: A New Large-Scale Comprehensive Evaluation Benchmark for Medical LVLM CVPR 2024
Towards Generalizable Tumor Synthesis CVPR 2024
PairAug: What Can Augmented Image-Text Pairs Do for Radiology? CVPR 2024
FocusMAE: Gallbladder Cancer Detection from Ultrasound Videos with Focused Masked Autoencoders CVPR 2024
MLIP: Enhancing Medical Visual Representation with Divergence Encoder and Knowledge-guided Contrastive Learning CVPR 2024
Representing Part-Whole Hierarchies in Foundation Models by Learning Localizability Composability and Decomposability from Anatomy via Self Supervision CVPR 2024
Generalizable Whole Slide Image Classification with Fine-Grained Visual-Semantic Interaction CVPR 2024
Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational Pathology CVPR 2024
Contrastive Learning Approach for Assessment of Phonological Precision in Patients with Tongue Cancer Using MRI Data INTERSPEECH 2024
Accurate Spatial Gene Expression Prediction by Integrating Multi-Resolution Features CVPR 2024
MAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding and Pseudo-Labeling CVPR 2024
Rotation-Agnostic Image Representation Learning for Digital Pathology CVPR 2024
MedCoT: Medical Chain of Thought via Hierarchical Expert EMNLP 2024
Fool Me Once? Contrasting Textual and Visual Explanations in a Clinical Decision-Support Setting EMNLP 2024
M-QALM: A Benchmark to Assess Clinical Reading Comprehension and Knowledge Recall in Large Language Models via Question Answering ACL 2024
Fine-Grained Image-Text Alignment in Medical Imaging Enables Explainable Cyclic Image-Report Generation ACL 2024
ICON: Improving Inter-Report Consistency in Radiology Report Generation via Lesion-aware Mixup Augmentation EMNLP 2024
Study Selectively: An Adaptive Knowledge Distillation based on a Voting Network for Heart Sound Classification INTERSPEECH 2024
Imbalance-aware loss functions improve medical image classification MIDL 2024
XGA-Osteo: Towards XAI-Enabled Knee Osteoarthritis Diagnosis with Adversarial Learning IJCAI 2024
Divide and Conquer Radiology Report Generation via Observation Level Fine-grained Pretraining and Prompt Tuning EMNLP 2024
Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale EMNLP 2024
RULE: Reliable Multimodal RAG for Factuality in Medical Vision Language Models EMNLP 2024
Generalizing to Unseen Domains in Diabetic Retinopathy Classification WACV 2024