Artificial Intelligence Medical Compendium

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

Showing 45,411 to 45,420 of 224,055 articles

Digital literacy and scientific research ability among nursing postgraduates: The chain-mediating role of deep learning and research self-efficacy.

Nurse education today Mar 3, 2026
BACKGROUND: In the era of rapid digital transformation, it is crucial to cultivate research competence among nursing postgraduates to support innovation in nursing science and strengthen the overall competitiveness of the profession. However, limited... read more 

Toward accurate prediction of pediatric epidemic disease patient volume in the Chaoshan region: A deep learning framework.

iScience Mar 3, 2026
Accurate prediction of pediatric epidemic infectious diseases is critical for effective prevention and personalized treatment. Herein, we developed a deep learning framework for the epidemiological characteristics of the Chaoshan region, using electr... read more 

Deep Learning-Driven Transmission Electron Microscopy Analysis of Murine Optic Nerve Myelinated Axons.

Ophthalmology science Mar 3, 2026
OBJECTIVE: To develop and validate a deep learning-based method for automated quantification of retinal ganglion cell axons in transmission electron microscopy (TEM) images, addressing the time-consuming and subjective nature of manual segmentation a... read more 

Predicting gait kinematics in youth with cerebral palsy using clinically informed machine learning algorithms.

Gait & posture Mar 3, 2026
BACKGROUND: Gait deviations are common in youth with Cerebral Palsy (CP), with the change in gait pattern during growth/development being influenced by a variety of individual and treatment factors. The goal of this study is to use Machine Learning (... read more 

Towards seamless myocardial infarction and cardiac rhythm detection: a deep learning approach with automated paper-electrocardiogram digitisation.

Indian journal of thoracic and cardiovascular surgery Mar 3, 2026
PURPOSE: In India, myocardial infarction (MI) is a significant cause of mortality related to cardiovascular diseases. Timely diagnosis is critical for addressing this issue. While prior studies have concentrated on digital electrocardiogram (ECG) dat... read more 

Integrating Artificial Intelligence into Endoscopy Training.

Gastrointestinal endoscopy clinics of North America Mar 3, 2026
As artificial intelligence (AI) becomes integrated into gastrointestinal endoscopy, training programs must adapt to prepare learners for AI-assisted practice. This review outlines current AI applications, ranging from polyp detection to workflow anal... read more 

Initial Experience With Automated 3D Color Flow Quantification of Mitral Regurgitation.

Structural heart : the journal of the Heart Team Mar 2, 2026
Accurate quantification of mitral regurgitation (MR) is essential for preprocedural evaluation and intraprocedural decision-making during transcatheter mitral interventions. Conventional echocardiographic techniques, such as the proximal isovelocity ... read more 

Perspective-Equivariant Fine-tuning for Multispectral Demosaicing without Ground Truth

arXiv Mar 2, 2026
Multispectral demosaicing is crucial to reconstruct full-resolution spectral images from snapshot mosaiced measurements, enabling real-time imaging from neurosurgery to autonomous driving. Classical methods are blurry, while supervised learning requi... read more 
Computer Vision and Pattern Recognition

TIMI: Training-Free Image-to-3D Multi-Instance Generation with Spatial Fidelity

arXiv Mar 2, 2026
Precise spatial fidelity in Image-to-3D multi-instance generation is critical for downstream real-world applications. Recent work attempts to address this by fine-tuning pre-trained Image-to-3D (I23D) models on multi-instance datasets, which incurs s... read more 
Computer Vision and Pattern Recognition

Continuous Exposure-Time Modeling for Realistic Atmospheric Turbulence Synthesis

arXiv Mar 2, 2026
Atmospheric turbulence significantly degrades long-range imaging by introducing geometric warping and exposure-time-dependent blur, which adversely affects both visual quality and the performance of high-level vision tasks. Existing methods for synth... read more 
Computer Vision and Pattern Recognition
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