Medical Imaging

FedA3I: Annotation Quality-Aware Aggregation for Federated Medical Image Segmentation against Heterogeneous Annotation Noise AAAI 2024 Federated Modality-Specific Encoders and Multimodal Anchors for Personalized Brain Tumor Segmentation AAAI 2024 FedFDD: Federated Learning with Frequency Domain Decomposition for Low-Dose CT Denoising MIDL 2024 Fine-Grained Image-Text Alignment in Medical Imaging Enables Explainable Cyclic Image-Report Generation ACL 2024 FocusMAE: Gallbladder Cancer Detection from Ultrasound Videos with Focused Masked Autoencoders CVPR 2024 Fool Me Once? Contrasting Textual and Visual Explanations in a Clinical Decision-Support Setting EMNLP 2024 Free Lunch in Pathology Foundation Model: Task-specific Model Adaptation with Concept-Guided Feature Enhancement NeurIPS 2024 From Denoising Training To Test-Time Adaptation: Enhancing Domain Generalization for Medical Image Segmentation WACV 2024 From Optimization to Generalization: Fair Federated Learning against Quality Shift via Inter-Client Sharpness Matching IJCAI 2024 Fully Convolutional Slice-to-Volume Reconstruction for Single-Stack MRI CVPR 2024 G2D: From Global to Dense Radiography Representation Learning via Vision-Language Pre-training NeurIPS 2024 GazeGNN: A Gaze-Guided Graph Neural Network for Chest X-Ray Classification WACV 2024 G-CASCADE: Efficient Cascaded Graph Convolutional Decoding for 2D Medical Image Segmentation WACV 2024 Generalizable Whole Slide Image Classification with Fine-Grained Visual-Semantic Interaction CVPR 2024 Generalizing to Unseen Domains in Diabetic Retinopathy Classification WACV 2024 GenerateCT: Text-Conditional Generation of 3D Chest CT Volumes ECCV 2024 Graph Neural Networks for Brain Graph Learning: A Survey IJCAI 2024 HACDR-Net: Heterogeneous-Aware Convolutional Network for Diabetic Retinopathy Multi-Lesion Segmentation AAAI 2024 HDformer: A Higher-Dimensional Transformer for Detecting Diabetes Utilizing Long-Range Vascular Signals AAAI 2024 HEALNet: Multimodal Fusion for Heterogeneous Biomedical Data NeurIPS 2024 HEST-1k: A Dataset For Spatial Transcriptomics and Histology Image Analysis NeurIPS 2024 Hidden in Plain Sight: Undetectable Adversarial Bias Attacks on Vulnerable Patient Populations MIDL 2024 HIT: Estimating Internal Human Implicit Tissues from the Body Surface CVPR 2024 HoVer-NeXt: A Fast Nuclei Segmentation and Classification Pipeline for Next Generation Histopathology MIDL 2024 HSDreport: Heart Sound Diagnosis with Echocardiography Reports EMNLP 2024