Artificial Intelligence Medical Compendium

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

Showing 41,741 to 41,750 of 223,853 articles

A comprehensive multimodal dataset and benchmark for ulcerative colitis scoring in endoscopy

arXiv Mar 15, 2026
Ulcerative colitis (UC) is a chronic mucosal inflammatory condition that places patients at increased risk of colorectal cancer. Colonoscopic surveillance remains the gold standard for assessing disease activity, and reporting typically relies on sta... read more 
Computer Vision and Pattern Recognition cs.AI cs.IR

IQP Born Machines under Data-dependent and Agnostic Initialization Strategies

arXiv Mar 15, 2026
Quantum circuit Born machines based on instantaneous quantum polynomial-time (IQP) circuits are natural candidates for quantum generative modeling, both because of their probabilistic structure and because IQP sampling is provably classically hard in... read more 
Quantum Physics cs.LG stat.ML

Medical Image Spatial Grounding with Semantic Sampling

arXiv Mar 15, 2026
Vision language models (VLMs) have shown significant promise in visual grounding for images as well as videos. In medical imaging research, VLMs represent a bridge between object detection and segmentation, and report understanding and generation. Ho... read more 
Computer Vision and Pattern Recognition cs.LG

Texel Splatting: Perspective-Stable 3D Pixel Art

arXiv Mar 15, 2026
Rendering 3D scenes as pixel art requires that discrete pixels remain stable as the camera moves. Existing methods snap the camera to a grid. Under orthographic projection, this works: every pixel shifts by the same amount, and a single snap corrects... read more 
Computer Vision and Pattern Recognition

A Multi-Scale Graph Learning Framework with Temporal Consistency Constraints for Financial Fraud Detection in Transaction Networks under Non-Stationary Conditions

arXiv Mar 15, 2026
Financial fraud detection in transaction networks involves modeling sparse anomalies, dynamic patterns, and severe class imbalance in the presence of temporal drift in the data. In real-world transaction systems, a suspicious transaction is rarely is... read more 
Machine Learning cs.CR

Delightful Policy Gradient

arXiv Mar 15, 2026
Standard policy gradients weight each sampled action by advantage alone, regardless of how likely that action was under the current policy. This creates two pathologies: within a single decision context (e.g. one image or prompt), a rare negative-adv... read more 
Machine Learning cs.AI math.OC stat.ML

GroundSet: A Cadastral-Grounded Dataset for Spatial Understanding with Vector Data

arXiv Mar 15, 2026
Precise spatial understanding in Earth Observation is essential for translating raw aerial imagery into actionable insights for critical applications like urban planning, environmental monitoring and disaster management. However, Multimodal Large Lan... read more 
Computer Vision and Pattern Recognition

Make it SING: Analyzing Semantic Invariants in Classifiers

arXiv Mar 15, 2026
All classifiers, including state-of-the-art vision models, possess invariants, partially rooted in the geometry of their linear mappings. These invariants, which reside in the null-space of the classifier, induce equivalent sets of inputs that map to... read more 
Computer Vision and Pattern Recognition eess.IV

A Heterogeneous Ensemble for Multi-Center COVID-19 Classification from Chest CT Scans

arXiv Mar 15, 2026
The COVID-19 pandemic exposed critical limitations in diagnostic workflows: RT-PCR tests suffer from slow turnaround times and high false-negative rates, while CT-based screening offers faster complementary diagnosis but requires expert radiological ... read more 
Computer Vision and Pattern Recognition

Anterior's Approach to Fairness Evaluation of Automated Prior Authorization System

arXiv Mar 15, 2026
Increasing staffing constraints and turnaround-time pressures in Prior authorization (PA) have led to increasing automation of decision systems to support PA review. Evaluating fairness in such systems poses unique challenges because legitimate clini... read more 
Machine Learning cs.AI cs.CL
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