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Medical Imaging

1931 directly classified papers

Papers per year

Papers

Decoding with Structured Awareness: Integrating Directional, Frequency-Spatial, and Structural Attention for Medical Image Segmentation AAAI 2026
VGD: Value-Guided Diffusion Toward High-Utility Medical Image Segmentation AAAI 2026
MPI-Mamba: Latent Feature Fusion Mamba for Anisotropic Image Calibration and Deblurring in Magnetic Particle Imaging AAAI 2026
FaNe: Towards Fine-Grained Cross-Modal Contrast with False-Negative Reduction and Text-Conditioned Sparse Attention AAAI 2026
A Pseudo-Label Optimization Method Based on Polar Coordinate Modeling and Prior Constraints AAAI 2026
SigFusion: Unified Signal-Level Self-Supervised Learning Paradigm for Image Fusion AAAI 2026
Where It Moves, It Matters: Referring Surgical Instrument Segmentation via Motion AAAI 2026
Incomplete Multi-view Diabetic Retinopathy Grading via Self-Supervised Inter- and Intra-View Restoration AAAI 2026
EccoMamba: Enhanced Cross-hierarchical Continuity Orthogonal Mamba for Medical Image Segmentation AAAI 2026
Graph-Semantic Guided Learning for Virtual Immunohistochemistry Staining on Consecutive Histology Sections AAAI 2026
GIIM: Graph-based Learning of Inter- and Intra-view Dependencies for Multi-view Medical Image Diagnosis AAAI 2026
Sim4Seg: Boosting Multimodal Multi-disease Medical Diagnosis Segmentation with Region-Aware Vision-Language Similarity Masks AAAI 2026
DiffNR: Diffusion-Enhanced Neural Representation Optimization for Sparse-View 3D Tomographic Reconstruction AAAI 2026
EmbryoDiff: A Conditional Diffusion Framework with Multi-Focal Feature Fusion for Fine-Grained Embryo Developmental Stage Recognition AAAI 2026
PGMamba: A Physical Model-Guided Global Mamba for Underwater Image Enhancement AAAI 2026
Exposing DeepFakes via Hyperspectral Domain Mapping (Student Abstract) AAAI 2026
Unsupervised Motion-Compensated Decomposition for Cardiac MRI Reconstruction via Neural Representation AAAI 2026
Towards Zero-Shot Diabetic Retinopathy Grading: Learning Generalized Knowledge via Prompt-Driven Matching and Emulating AAAI 2026
PriorRG: Prior-Guided Contrastive Pre-training and Coarse-to-Fine Decoding for Chest X-ray Report Generation AAAI 2026
FracSegmentator: Fracture Instance Segmentation with Trauma-Prior-Guided Contrastive Learning AAAI 2026
3DTeethSAM: Taming SAM2 for 3D Teeth Segmentation AAAI 2026
TraceTrans: Translation and Spatial Tracing for Surgical Prediction AAAI 2026
VALIANT: Prompt Instability for Active Learning in Black-Box Medical Imaging AAAI 2026
Virtual Multiplex Staining for Histological Images Using a Marker-Wise Conditioned Diffusion Model AAAI 2026
Topology-Inspired Backward-Free Framework for Test-Time Adaptation in Medical Detection AAAI 2026