Artificial Intelligence Medical Compendium

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

Showing 39,301 to 39,310 of 223,737 articles

Privacy and Security Throughout the Health Data Life Cycle: From Primary Care to Research Networks.

Annual review of biomedical data science
Health data are increasingly generated, shared, and analyzed across an ever-growing collection of settings. While these developments enable new forms of biomedical discovery and clinical decision support, they also introduce evolving privacy, securit... read more 

Global Perspectives on Artificial Intelligence in Orthopaedic Surgery: Findings from the 2025 ABC Travelling Fellowship Survey.

JB & JS open access
BACKGROUND: Successful applications of artificial intelligence (AI) in healthcare have increased interest in how it could be integrated into orthopaedic surgery. However, orthopaedics surgeons' current use of AI and attitudes toward its incorporation... read more 

Large-Scale Avalanche Mapping from SAR Images with Deep Learning-based Change Detection

arXiv
Accurate change detection from satellite imagery is essential for monitoring rapid mass-movement hazards such as snow avalanches, which increasingly threaten human life, infrastructure, and ecosystems due to their rising frequency and intensity. This... read more 

Bounding Box Anomaly Scoring for simple and efficient Out-of-Distribution detection

arXiv
Out-of-distribution (OOD) detection aims to identify inputs that differ from the training distribution in order to reduce unreliable predictions by deep neural networks. Among post-hoc feature-space approaches, OOD detection is commonly performed by ... read more 

Vision-based Deep Learning Analysis of Unordered Biomedical Tabular Datasets via Optimal Spatial Cartography

arXiv
Tabular data are central to biomedical research, from liquid biopsy and bulk and single-cell transcriptomics to electronic health records and phenotypic profiling. Unlike images or sequences, however, tabular datasets lack intrinsic spatial organizat... read more 

GeoTikzBridge: Advancing Multimodal Code Generation for Geometric Perception and Reasoning

arXiv
Multimodal Large Language Models (MLLMs) have recently demonstrated remarkable perceptual and reasoning abilities. However, they struggle to perceive fine-grained geometric structures, constraining their ability of geometric understanding and visual ... read more 

TimeWeaver: Age-Consistent Reference-Based Face Restoration with Identity Preservation

arXiv
Recent progress in face restoration has shifted from visual fidelity to identity fidelity, driving a transition from reference-free to reference-based paradigms that condition restoration on reference images of the same person. However, these methods... read more 

SOUPLE: Enhancing Audio-Visual Localization and Segmentation with Learnable Prompt Contexts

arXiv
Large-scale pre-trained image-text models exhibit robust multimodal representations, yet applying the Contrastive Language-Image Pre-training (CLIP) model to audio-visual localization remains challenging. Replacing the classification token ([CLS]) wi... read more 

MVPBench: A Multi-Video Perception Evaluation Benchmark for Multi-Modal Video Understanding

arXiv
The rapid progress of Large Language Models (LLMs) has spurred growing interest in Multi-modal LLMs (MLLMs) and motivated the development of benchmarks to evaluate their perceptual and comprehension abilities. Existing benchmarks, however, are limite... read more