Healthcare & Medicine

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 Fact-Controlled Diagnosis of Hallucinations in Medical Text Summarization Interspeech 2025 Factuality Beyond Coherence: Evaluating LLM Watermarking Methods for Medical Texts EMNLP 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 FCOM: A Federated Collaborative Online Monitoring Framework via Representation Learning AAAI 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 FeelNet: A Lightweight Fast Fourier Transform EEG-based Emotion Recognition Network ACML 2025 FERN: A Fetal Echocardiography Registration Network for 2D-to-3D Alignment MIDL 2025 FG-MSTGNN: Cross-subject EEG Emotion Recognition via Frequency-guided Multi-period Spatial-temporal Graph Neural Network ACML 2025 Fine-tuning LLMs to Extract Epilepsy Seizure Frequency Data from Health Records ACL 2025 Fine-tuning Strategies for Automatic Speech Recognition of Low-Resource Speech with Autism Spectrum Disorder Interspeech 2025 FinNLI: Novel Dataset for Multi-Genre Financial Natural Language Inference Benchmarking NAACL 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 Matching for Few-Trial Neural Adaptation with Stable Latent Dynamics ICML 2025 Flow Stochastic Segmentation Networks ICCV 2025 Focus on What Matters: Enhancing Medical Vision-Language Models with Automatic Attention Alignment Tuning ACL 2025 Format Inertia: A Failure Mechanism of LLMs in Medical Pre-Consultation EMNLP 2025 Foundation Model Ensemble for Out-of-Distribution Generalization: Predicting Lymph Node Metastasis in Early Gastric Cancer Using Whole-Slide Imaging MIDL 2025