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Medical Imaging

989 directly classified papers

Papers per year

Papers

Interactive Medical Image Analysis with Concept-based Similarity Reasoning CVPR 2025
TokenUnify: Scaling Up Autoregressive Pretraining for Neuron Segmentation ICCV 2025
NestedMorph: Enhancing Deformable Medical Image Registration with Nested Attention Mechanisms WACV 2025
EchoDFKD: Data-Free Knowledge Distillation for Cardiac Ultrasound Segmentation using Synthetic Data WACV 2025
Pixel-Wise Shuffling with Collaborative Sparsity for Melanoma Hyperspectral Image Classification WACV 2025
CAMEL: Confidence-Aware Multi-Task Ensemble Learning with Spatial Information for Retina OCT Image Classification and Segmentation WACV 2025
CUNSB-RFIE: Context-Aware Unpaired Neural Schrodinger Bridge in Retinal Fundus Image Enhancement WACV 2025
Fact-Aware Multimodal Retrieval Augmentation for Accurate Medical Radiology Report Generation NAACL 2025
SAM-DA: Decoder Adapter for Efficient Medical Domain Adaptation WACV 2025
SimuScope: Realistic Endoscopic Synthetic Dataset Generation through Surgical Simulation and Diffusion Models WACV 2025
PULSE: Physiological Understanding with Liquid Signal Extraction WACV 2025
CAMS: Convolution and Attention-Free Mamba-Based Cardiac Image Segmentation WACV 2025
ACE: Anatomically Consistent Embeddings in Composition and Decomposition WACV 2025
Endoscopic Scoring and Localization in Unconstrained Clinical Trial Videos WACV 2025
SeCo-INR: Semantically Conditioned Implicit Neural Representations for Improved Medical Image Super-Resolution WACV 2025
GaussianReg: Rapid 2D/3D Registration for Emergency Surgery via Explicit 3D Modeling with Gaussian Primitives ICCV 2025
Exponential Family Graphical Models: Correlated Replicates and Unmeasured Confounders, with Applications to fMRI Data JMLR 2025
Step and Smooth Decompositions as Topological Clustering JMLR 2025
Weakly Supervised Gland Segmentation with Class Semantic Consistency and Purified Labels Filtration AAAI 2025
Incomplete Modality Disentangled Representation for Ophthalmic Disease Grading and Diagnosis AAAI 2025
DuSSS: Dual Semantic Similarity-Supervised Vision-Language Model for Semi-Supervised Medical Image Segmentation AAAI 2025
Parallel-Learning of Invariant and Tempo-variant Attributes of Single-Lead Cardiac Signals: PLITA AAAI 2025
MediVLM: A Vision Language Model for Radiology Report Generation from Medical Images EMNLP 2025
Unsupervised Self-Prior Embedding Neural Representation for Iterative Sparse-View CT Reconstruction AAAI 2025
Interactive Medical Image Segmentation: A Benchmark Dataset and Baseline CVPR 2025