Artificial Intelligence Medical Compendium

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

Showing 861 to 870 of 213,401 articles

PC-Seg: Progressive Cross-View Consistency for 3D OCT Segmentation from Sparse 2D Annotations

arXiv Jul 20, 2026
Volumetric segmentation of optical coherence tomography (OCT) images is essential for diagnosing ocular diseases but requires labor-intensive voxel-wise annotations. While semi-supervised learning (SSL) can reduce annotation costs, most existing meth... read more 
Computer Vision and Pattern Recognition

PC-Seg: Progressive Cross-View Consistency for 3D OCT Segmentation from Sparse 2D Annotations

arXiv Jul 20, 2026
Volumetric segmentation of optical coherence tomography (OCT) images is essential for diagnosing ocular diseases but requires labor-intensive voxel-wise annotations. While semi-supervised learning (SSL) can reduce annotation costs, most existing meth... read more 
Computer Vision and Pattern Recognition

The energy landscape of DNA-binding proteins along the genome

arXiv Jul 20, 2026
Reconstructing the energy profile of DNA-binding proteins along the genome requires an algorithm that quantifies efficiently the binding free energy. We assembled a dataset of protein structures and DNA binding sites, together with their binding ener... read more 
Biomolecules

To Blend In, First Decouple: Rethinking Camouflage Image Generation via Context-Decoupled Representations

arXiv Jul 20, 2026
Camouflage image generation (CIG) focuses on generating visually concealed objects that seamlessly blend into their backgrounds. Existing methods typically follow either background-guided paradigms that adapt object appearance via style transfer, or ... read more 
Computer Vision and Pattern Recognition

BrainNext: A General-Purpose Self-Supervised Foundation Model for Brain MRI Analysis

arXiv Jul 20, 2026
Foundation models pretrained using self-supervised learning have transformed computer vision by learning transferable representations from large-scale unlabeled data. However, existing foundation models for neuroimaging remain limited by task-specifi... read more 
Computer Vision and Pattern Recognition cs.AI

Medical Imaging Fusing Vision Transformer: Laryngeal Cancer Screening with Explanation

arXiv Jul 20, 2026
Early and timely screening of laryngeal cancer is crucial for improving clinical outcomes. In recent years, NBI endoscopy has become a standard diagnostic tool for the detection of laryngeal lesions. However, its effective use requires well-trained c... read more 
Computer Vision and Pattern Recognition cs.AI

Toward Optimal Adenovirus Detection Using YOLO26

arXiv Jul 20, 2026
This study systematically benchmarks different data augmentation setups across YOLO26 model size variants to determine the most effective setup for adenovirus detection in TEM images. The benchmarked setups include NAS, GAS, GMAS and DAS, all evaluat... read more 
Computer Vision and Pattern Recognition

Vis2Reg: Visibility-Aware Landmark-Free Geometric 3D--2D Registration for Liver Laparoscopy

arXiv Jul 20, 2026
Accurate 3D--2D liver registration, which aligns preoperative 3D models to partial, view-dependent intraoperative surface observations, is critical for AR-guided laparoscopic surgery but remains challenging due to severe occlusion, limited visibility... read more 
Computer Vision and Pattern Recognition cs.AI cs.HC

Consistent Feature Transport for Image Relighting

arXiv Jul 20, 2026
Image relighting modifies illumination while preserving non-lighting content such as identity and geometry. Existing diffusion-based methods often suffer from unstable illumination changes or inconsistent content preservation under complex lighting, ... read more 
Computer Vision and Pattern Recognition

Measuring and Improving Complex-Atomic Answer Consistency in Endoscopic VQA

arXiv Jul 20, 2026
Endoscopic visual question answering (VQA) increasingly asks complex questions that combine several endoscopic answer components rather than isolated factual queries. Such complex answers may be scored as correct even when the same model fails on ass... read more 
Computer Vision and Pattern Recognition cs.AI
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