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Medical Imaging

1931 directly classified papers

Papers per year

Papers

Dual-Domain Multimodal Hyperbolic Fusion for Cardiopulmonary Disease Diagnosis in Emergency Care WACV 2026

HistoMILKD: A Multiple Instance Learning based Multi-Teacher Knowledge Distillation Framework for Whole Slide Image Classification WACV 2026

CNM-UNet: Continuous Ordinary Differential Equations for Medical Image Segmentation AAAI 2026

ICLR: Inter-Chrominance and Luminance Interaction for Natural Color Restoration in Low-Light Image Enhancement AAAI 2026

MedSAMix: A Training-Free Model Merging Approach for Medical Image Segmentation AAAI 2026

MUSE: Multi-Scale Dense Self-Distillation for Nucleus Detection and Classification AAAI 2026

Conformable Convolution for Topologically Constrained Learning of Complex Anatomical Structures AAAI 2026

DGSAN: Dual-Graph Spatiotemporal Attention Network for Pulmonary Nodule Malignancy Prediction AAAI 2026

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