Medical Imaging

SMILE: A Scale-aware Multiple Instance Learning Method for Multicenter STAS Lung Cancer Histopathology Diagnosis IJCAI 2025 SPA: Efficient User-Preference Alignment against Uncertainty in Medical Image Segmentation ICCV 2025 SparseSegNet: A Boundary-Aware Lightweight Segmentation Architecture for Skin Lesions ACML 2025 Spatial-Temporal Memory Filtering SAM for Lesion Segmentation in Breast Ultrasound Videos MICCAI 2025 SpeHeaTal: A Cluster-Enhanced Segmentation Method for Sperm Morphology Analysis AAAI 2025 SRMRI: A Diffusion-Based Super-resolution Framework and Open Dataset for Blind MRI Super-Resolution MIDL 2025 SSDD-GAN: Single-Step Denoising Diffusion GAN for Cochlear Implant Surgical Scene Completion MIDL 2025 Staging Liver Fibrosis with Hepatic Perivascular Adipose Tissue as a CT Biomarker MIDL 2025 State-of-the-Art Text-Prompted Medical Segmentation Models Struggle to Ground Chest CT Findings MLHC 2025 Steady Progress Beats Stagnation: Mutual Aid of Foundation and Conventional Models in Mixed Domain Semi-Supervised Medical Image Segmentation CVPR 2025 Step and Smooth Decompositions as Topological Clustering JMLR 2025 Step-Calibrated Diffusion for Biomedical Optical Image Restoration AAAI 2025 Strengths and Limitations of Word-Based Task Explainability in Vision Language Models: a Case Study on Biological Sex Biases in the Medical Domain ACL 2025 Structure-aware Semantic Discrepancy and Consistency for 3D Medical Image Self-supervised Learning ICCV 2025 Structuring Radiology Reports: Challenging LLMs with Lightweight Models EMNLP 2025 Study of vocal fold vibration using M-mode ultrasound: a proof of concept Interspeech 2025 Style-Aligned Image Composition for Robust Detection of Abnormal Cells in Cytopathology MIDL 2025 SuperLightNet: Lightweight Parameter Aggregation Network for Multimodal Brain Tumor Segmentation CVPR 2025 Supportive Negatives Spectral Augmentation for Source-Free Cross-Domain Segmentation AAAI 2025 SuPreME: A Supervised Pre-training Framework for Multimodal ECG Representation Learning EMNLP 2025 SurgicalSemiSeg: A Semi-Supervised Framework for Laparoscopic Image Segmentation MIDL 2025 Survival Prediction in Lung Cancer through Multi-Modal Representation Learning WACV 2025 SVRMamba: Slice-to-Volume Reconstruction from Multiple MRI Stacks with Slice Sequence Guided Mamba AAAI 2025 Synthetic Data Generated from CT Scans for Patient Pose Assessment MIDL 2025 Teaching AI the Anatomy Behind the Scan: Addressing Anatomical Flaws in Medical Image Segmentation with Learnable Prior ICCV 2025