Artificial Intelligence Medical Compendium

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

Showing 45,511 to 45,520 of 224,055 articles

Aligning Fetal Anatomy with Kinematic Tree Log-Euclidean PolyRigid Transforms

arXiv Mar 2, 2026
Automated analysis of articulated bodies is crucial in medical imaging. Existing surface-based models often ignore internal volumetric structures and rely on deformation methods that lack anatomical consistency guarantees. To address this problem, we... read more 
Computer Vision and Pattern Recognition cs.GR

Authenticated Contradictions from Desynchronized Provenance and Watermarking

arXiv Mar 2, 2026
Cryptographic provenance standards such as C2PA and invisible watermarking are positioned as complementary defenses for content authentication, yet the two verification layers are technically independent: neither conditions on the output of the other... read more 
Cryptography and Security cs.CV cs.MM eess.IV

COOL-MC: Verifying and Explaining RL Policies for Platelet Inventory Management

arXiv Mar 2, 2026
Platelets expire within five days. Blood banks face uncertain daily demand and must balance ordering decisions between costly wastage from overstocking and life-threatening shortages from understocking. Reinforcement learning (RL) can learn effective... read more 
Artificial Intelligence cs.LG

From Fewer Samples to Fewer Bits: Reframing Dataset Distillation as Joint Optimization of Precision and Compactness

arXiv Mar 2, 2026
Dataset Distillation (DD) compresses large datasets into compact synthetic ones that maintain training performance. However, current methods mainly target sample reduction, with limited consideration of data precision and its impact on efficiency. We... read more 
Computer Vision and Pattern Recognition cs.AI cs.LG

MIRAGE: Knowledge Graph-Guided Cross-Cohort MRI Synthesis for Alzheimer's Disease Prediction

arXiv Mar 2, 2026
Reliable Alzheimer's disease (AD) diagnosis increasingly relies on multimodal assessments combining structural Magnetic Resonance Imaging (MRI) and Electronic Health Records (EHR). However, deploying these models is bottlenecked by modality missingne... read more 
Computer Vision and Pattern Recognition cs.AI

Spectral Regularization for Diffusion Models

arXiv Mar 2, 2026
Diffusion models are typically trained using pointwise reconstruction objectives that are agnostic to the spectral and multi-scale structure of natural signals. We propose a loss-level spectral regularization framework that augments standard diffusio... read more 
Machine Learning

Deep Learning Based Wildfire Detection for Peatland Fires Using Transfer Learning

arXiv Mar 2, 2026
Machine learning (ML)-based wildfire detection methods have been developed in recent years, primarily using deep learning (DL) models trained on large collections of wildfire images and videos. However, peatland fires exhibit distinct visual and phys... read more 
Computer Vision and Pattern Recognition cs.AI

Large-Scale Dataset and Benchmark for Skin Tone Classification in the Wild

arXiv Mar 2, 2026
Deep learning models often inherit biases from their training data. While fairness across gender and ethnicity is well-studied, fine-grained skin tone analysis remains a challenge due to the lack of granular, annotated datasets. Existing methods ofte... read more 
Computer Vision and Pattern Recognition cs.LG

Correction: Deep Learning-Based Pattern Recognition for Detecting Penile Abnormalities: Protocol for Developing a Mobile App for Circumcision Eligibility.

JMIR research protocols Mar 2, 2026
[This corrects the article DOI: 10.2196/65811.]. read more 

The Ethics of Human Subjects Research and Quality Improvement in Healthcare in the Age of Artificial Intelligence.

Anesthesia and analgesia Mar 2, 2026
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