Medical Imaging

Spatiotemporal-Aware Neural Fields for Dynamic CT Reconstruction AAAI 2025 SpeechHGT: A Multimodal Hypergraph Transformer for Speech-Based Early Alzheimer’s Disease Detection IJCAI 2025 Spk2ImgMamba: Spiking Camera Image Reconstruction with Multi-Scale State Space Models WACV 2025 SplatFace: Gaussian Splat Face Reconstruction Leveraging an Optimizable Surface WACV 2025 Staging Liver Fibrosis with Hepatic Perivascular Adipose Tissue as a CT Biomarker MIDL 2025 Steady Progress Beats Stagnation: Mutual Aid of Foundation and Conventional Models in Mixed Domain Semi-Supervised Medical Image Segmentation CVPR 2025 Step-Calibrated Diffusion for Biomedical Optical Image Restoration AAAI 2025 STING-BEE: Towards Vision-Language Model for Real-World X-ray Baggage Security Inspection CVPR 2025 SToFM: a Multi-scale Foundation Model for Spatial Transcriptomics ICML 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 Structure from Collision CVPR 2025 Study of vocal fold vibration using M-mode ultrasound: a proof of concept Interspeech 2025 ST-USleepNet: A Spatial-Temporal Coupling Prominence Network for Multi-Channel Sleep Staging IJCAI 2025 SuperLightNet: Lightweight Parameter Aggregation Network for Multimodal Brain Tumor Segmentation CVPR 2025 Superpowering Open-Vocabulary Object Detectors for X-ray Vision ICCV 2025 Supportive Negatives Spectral Augmentation for Source-Free Cross-Domain Segmentation AAAI 2025 SVRMamba: Slice-to-Volume Reconstruction from Multiple MRI Stacks with Slice Sequence Guided Mamba AAAI 2025 Symmetric Multi-level Gradient-Inverse Consistency Network for Brain Image Registration with Large Deformation MIDL 2025 Synthesizing Realistic fMRI: A Physiological Dynamics-Driven Hierarchical Diffusion Model for Efficient fMRI Acquisition ICLR 2025 Take the Bull by the Horns: Learning to Segment Hard Samples CVPR 2025 Task-Decoupled Bezier Surface Constraint for Uneven Low-Light Image Enhancement ICCV 2025 TCAM-Diff: Triplane-Aware Cross-Attention Medical Diffusion Model AAAI 2025 TeethGenerator: A two-stage framework for paired pre- and post-orthodontic 3D dental data generation ICCV 2025 Temporal Relation Extraction in Clinical Texts: A Span-based Graph Transformer Approach ACL 2025