Artificial Intelligence Medical Compendium

Explore the latest research on artificial intelligence and machine learning in medicine.

Showing 45,021 to 45,030 of 224,055 articles

DeNuC: Decoupling Nuclei Detection and Classification in Histopathology

arXiv Mar 4, 2026
Pathology Foundation Models (FMs) have shown strong performance across a wide range of pathology image representation and diagnostic tasks. However, FMs do not exhibit the expected performance advantage over traditional specialized models in Nuclei D... read more 
Computer Vision and Pattern Recognition

A Unified Framework for Joint Detection of Lacunes and Enlarged Perivascular Spaces

arXiv Mar 4, 2026
Cerebral small vessel disease (CSVD) markers, specifically enlarged perivascular spaces (EPVS) and lacunae, present a unique challenge in medical image analysis due to their radiological mimicry. Standard segmentation networks struggle with feature i... read more 
Computer Vision and Pattern Recognition

A Unified Framework for Joint Detection of Lacunes and Enlarged Perivascular Spaces

arXiv Mar 4, 2026
Cerebral small vessel disease (CSVD) markers, specifically enlarged perivascular spaces (EPVS) and lacunae, present a unique challenge in medical image analysis due to their radiological mimicry. Standard segmentation networks struggle with feature i... read more 
Computer Vision and Pattern Recognition

EmbodiedSplat: Online Feed-Forward Semantic 3DGS for Open-Vocabulary 3D Scene Understanding

arXiv Mar 4, 2026
Understanding a 3D scene immediately with its exploration is essential for embodied tasks, where an agent must construct and comprehend the 3D scene in an online and nearly real-time manner. In this study, we propose EmbodiedSplat, an online feed-for... read more 
Computer Vision and Pattern Recognition

A Hypertoroidal Covering for Perfect Color Equivariance

arXiv Mar 4, 2026
When the color distribution of input images changes at inference, the performance of conventional neural network architectures drops considerably. A few researchers have begun to incorporate prior knowledge of color geometry in neural network design.... read more 
Computer Vision and Pattern Recognition

SSR: A Generic Framework for Text-Aided Map Compression for Localization

arXiv Mar 4, 2026
Mapping is crucial in robotics for localization and downstream decision-making. As robots are deployed in ever-broader settings, the maps they rely on continue to increase in size. However, storing these maps indefinitely (cold storage), transferring... read more 
Computer Vision and Pattern Recognition

A multi-center analysis of deep learning methods for video polyp detection and segmentation

arXiv Mar 4, 2026
Colonic polyps are well-recognized precursors to colorectal cancer (CRC), typically detected during colonoscopy. However, the variability in appearance, location, and size of these polyps complicates their detection and removal, leading to challenges... read more 
Computer Vision and Pattern Recognition

Dual Diffusion Models for Multi-modal Guided 3D Avatar Generation

arXiv Mar 4, 2026
Generating high-fidelity 3D avatars from text or image prompts is highly sought after in virtual reality and human-computer interaction. However, existing text-driven methods often rely on iterative Score Distillation Sampling (SDS) or CLIP optimizat... read more 
Computer Vision and Pattern Recognition

CRESTomics: Analyzing Carotid Plaques in the CREST-2 Trial with a New Additive Classification Model

arXiv Mar 4, 2026
Accurate characterization of carotid plaques is critical for stroke prevention in patients with carotid stenosis. We analyze 500 plaques from CREST-2, a multi-center clinical trial, to identify radiomics-based markers from B-mode ultrasound images li... read more 
Machine Learning cs.AI cs.CV

MOO: A Multi-view Oriented Observations Dataset for Viewpoint Analysis in Cattle Re-Identification

arXiv Mar 4, 2026
Animal re-identification (ReID) faces critical challenges due to viewpoint variations, particularly in Aerial-Ground (AG-ReID) settings where models must match individuals across drastic elevation changes. However, existing datasets lack the precise ... read more 
Computer Vision and Pattern Recognition cs.AI
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