Medical Imaging

Equivariant Imaging Biomarkers for Robust Unsupervised Segmentation of Histopathology MIDL 2025 Evaluating Shortcut Utilization in Deep Learning Disease Classification through Counterfactual Analysis MIDL 2025 Evaluation of Virtual Stain Multiplexed CD68 for Macrophage Detection in NSCLC PD-L1 Slides MIDL 2025 Every Component Counts: Rethinking the Measure of Success for Medical Semantic Segmentation in Multi-Instance Segmentation Tasks AAAI 2025 Explainability Through Human-Centric Design for XAI in Lung Cancer Detection IJCAI 2025 Explaining Negative Classifications of AI Models in Tumor Diagnosis UAI 2025 Exploratory Analysis of Brainstem fMRI Data During Sustained Phonation Interspeech 2025 Exploring Compositional Generalization of Multimodal LLMs for Medical Imaging ACL 2025 Exponential Family Graphical Models: Correlated Replicates and Unmeasured Confounders, with Applications to fMRI Data JMLR 2025 F2FLDM: Latent Diffusion Models with Histopathology Pre-Trained Embeddings for Unpaired Frozen Section to FFPE Translation WACV 2025 Fact-Aware Multimodal Retrieval Augmentation for Accurate Medical Radiology Report Generation NAACL 2025 FactCheXcker: Mitigating Measurement Hallucinations in Chest X-ray Report Generation Models CVPR 2025 Fast and Accurate Gigapixel Pathological Image Classification with Hierarchical Distillation Multi-Instance Learning CVPR 2025 FB-Diff: Fourier Basis-guided Diffusion for Temporal Interpolation of 4D Medical Imaging ICCV 2025 Federated Voxel Scene Graph for Intracranial Hemorrhage WACV 2025 FedPIA – Permuting and Integrating Adapters Leveraging Wasserstein Barycenters for Finetuning Foundation Models in Multi-Modal Federated Learning AAAI 2025 FedVCK: Non-IID Robust and Communication-Efficient Federated Learning via Valuable Condensed Knowledge for Medical Image Analysis AAAI 2025 FERN: A Fetal Echocardiography Registration Network for 2D-to-3D Alignment MIDL 2025 FitDiff: Robust Monocular 3D Facial Shape and Reflectance Estimation using Diffusion Models WACV 2025 FLAIRBrainSeg: Fine-Grained Brain Segmentation Using FLAIR MRI Only MIDL 2025 Flow Stochastic Segmentation Networks ICCV 2025 Foundation Model Ensemble for Out-of-Distribution Generalization: Predicting Lymph Node Metastasis in Early Gastric Cancer Using Whole-Slide Imaging MIDL 2025 Frequency-Domain Refinement of Vision Transformers for Robust Medical Image Segmentation under Degradation WACV 2025 From Complexity to Clarity: Transforming Chest X-ray Reports with Chained Prompting (Student Abstract) AAAI 2025 From Representation Space to Prognostic Insights: Whole Slide Image Generation with Hierarchical Diffusion Model for Survival Prediction AAAI 2025