Artificial Intelligence Medical Compendium

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

Showing 18,731 to 18,740 of 214,544 articles

SceneParser: Hierarchical Scene Parsing for Visual Semantics Understanding

arXiv May 14, 2026
General scene perception has progressed from object recognition toward open-vocabulary grounding, part localization, and affordance prediction. Yet these capabilities are often realized as isolated predictions that localize objects, parts, or interac... read more 
Computer Vision and Pattern Recognition

Road Maps as Free Geometric Priors: Weather-Invariant Drone Geo-Localization with GeoFuse

arXiv May 14, 2026
Drone-view geo-localization aims to match a query drone image, often captured under adverse weather conditions (e.g., rain, snow, fog), against a gallery of geo-tagged satellite images. Weather-induced degradations in the drone view, such as noise, r... read more 
Computer Vision and Pattern Recognition cs.LG

Learning with Shallow Neural Networks on Cluster-Structured Features

arXiv May 14, 2026
The success of deep learning in high-dimensional settings is often attributed to the presence of low-dimensional structure in real-world data. While standard theoretical models typically assume that this structure lies in the target function, project... read more 
Machine Learning

ACE-LoRA: Adaptive Orthogonal Decoupling for Continual Image Editing

arXiv May 14, 2026
State-of-the-art diffusion models often rely on parameter-efficient fine-tuning to perform specialized image editing tasks. However, real-world applications require continual adaptation to new tasks while preserving previously learned knowledge. Desp... read more 
Computer Vision and Pattern Recognition

A CUBS-Compatible Ultrasound Morphology and Uncertainty-Aware Baseline for Carotid Intima-Media Segmentation and Preliminary Risk Prediction

arXiv May 14, 2026
Carotid atherosclerosis is a major contributor to ischemic stroke and transient ischemic attack. Conventional ultrasound assessment is commonly based on intima-media thickness, plaque appearance, stenosis degree, and peak systolic velocity, but these... read more 
Computer Vision and Pattern Recognition eess.IV eess.SP

Evo-Depth: A Lightweight Depth-Enhanced Vision-Language-Action Model

arXiv May 14, 2026
Vision-Language-Action models have emerged as a promising paradigm for robotic manipulation by unifying perception, language grounding, and action generation. However, they often struggle in scenarios requiring precise spatial understanding, as curre... read more 
Computer Vision and Pattern Recognition cs.RO

H-OmniStereo: Zero-Shot Omnidirectional Stereo Matching with Heading-Aligned Normal Priors

arXiv May 14, 2026
Stereo matching on top-bottom equirectangular images provides an effective framework for full-surround perception, as vertically aligned epipolar lines enable the use of advanced perspective stereo architectures that are largely driven by large-scale... read more 
Computer Vision and Pattern Recognition

MicroscopyMatching: Towards a Ready-to-use Framework for Microscopy Image Analysis in Diverse Conditions

arXiv May 14, 2026
Analyzing microscopy images to extract biological object properties (e.g., their morphological organization, temporal dynamics, and population density) is fundamental to various biomedical research. Yet conducting this manually is costly and time-con... read more 
Computer Vision and Pattern Recognition cs.AI

Sat3DGen: Comprehensive Street-Level 3D Scene Generation from Single Satellite Image

arXiv May 14, 2026
Generating a street-level 3D scene from a single satellite image is a crucial yet challenging task. Current methods present a stark trade-off: geometry-colorization models achieve high geometric fidelity but are typically building-focused and lack se... read more 
Computer Vision and Pattern Recognition cs.AI

Predicting Response to Neoadjuvant Chemotherapy in Ovarian Cancer from CT Baseline Using Multi-Loss Deep Learning

arXiv May 14, 2026
Ovarian cancer is the most lethal gynecologic malignancy: around 60% of patients are diagnosed at an advanced stage, with an associated 5-year survival rate of about 30%. Early identification of non-responders to neoadjuvant chemotherapy remains a ke... read more 
Computer Vision and Pattern Recognition cs.AI
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