Artificial Intelligence Medical Compendium

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

Showing 65,681 to 65,690 of 232,257 articles

Latest research

A two-stage active cleaning strategy for long-tail label noise.

Neural networks : the official journal of the International Neural Network Society Jan 10, 2026
Long-tailed data is ubiquitous in real-world applications, posing significant challenges due to imbalanced class distribution and high levels of label noise. Previous methods to address long-tailed data with label noise often incur high computational... read more 

Exploring cognitive workload recognition using CogRepLKNet with EEG-fMRI.

Neural networks : the official journal of the International Neural Network Society Jan 10, 2026
Accurate multimodal Cognitive Workload Recognition (CWR) remains challenging due to the difficulty of modeling cross-modal relationships between Electroencephalography (EEG) and Functional Magnetic Resonance Imaging (fMRI) data. Additionally, the inh... read more 

AdaAlign: A unified solution for traditional and modern zero-shot sketch-based image retrieval.

Neural networks : the official journal of the International Neural Network Society Jan 10, 2026
Zero-shot sketch-based image retrieval (ZS-SBIR) is challenging due to the cross-domain nature of sketches and photos, as well as the semantic gap between seen and unseen classes. With the rapid advancements in modern large vision-language models (VL... read more 

Self-supervised exceptional prototypical network for few-shot grading of gastric intestinal metaplasia.

Neural networks : the official journal of the International Neural Network Society Jan 10, 2026
Automatic grading of Gastric Intestinal Metaplasia (GIM) is valuable in assisting the diagnosis of early gastric cancer. Recently, prototypical networks are served as a effective method for medical image processing in few-shot scenarios. However, exi... read more 

Linking hypolimnion to epilimnion in a stratified arctic lake: Machine learning-based estimation of hypolimnetic water quality from epilimnetic measurements.

Water research Jan 10, 2026
Understanding water quality in the deeper layers of stratified lakes is critical, as these zones govern ecosystem stability and biodiversity health. The hypolimnion, the bottommost layer of a stratified lake, is characterized by limited vertical circ... read more 

An Ensemble Learning Artificial Intelligence Model for Alzheimer's Disease Detection Using OCT.

Ophthalmology science Jan 10, 2026
PURPOSE: There has been significant progress in detecting Alzheimer's disease (AD) using retinal imaging. We developed an ensemble learning-based deep learning (DL) model, integrating different inputs from OCT for the detection of AD-dementia and ear... read more 

Ethical Considerations for the Use of Artificial Intelligence Tools in Surgery.

Clinics in colon and rectal surgery Jan 10, 2026
Artificial intelligence (AI) is rapidly transforming surgical care, offering unprecedented capabilities in diagnostics, planning, and intraoperative guidance. However, its integration into clinical practice raises complex ethical challenges that must... read more 

Unlocking the potential of Artificial Intelligence: A guideline for deployment.

Physiotherapy Jan 10, 2026
The rapid development of Artificial Intelligence technology and digital tools is becoming pivotal to advancing healthcare. AI technology has demonstrated significant capabilities as a clinical decision support tool, extracting actionable data from fr... read more 

Artificial Intelligence as the Ultimate Operative Assistant.

Clinics in colon and rectal surgery Jan 9, 2026
Artificial intelligence (AI) is poised to become transformational in many aspects of modern society and has attracted significant interest within the field of medicine. This review outlines the foundational components of modern AI such as including m... read more 

Artificial Intelligence to Improve Patient-Physician Communication in Surgery.

Clinics in colon and rectal surgery Jan 9, 2026
Effective patient-physician communication is a cornerstone of surgical care, yet increasing clinical complexity and time constraints often limit opportunities for shared decision-making. Artificial intelligence (AI) is emerging as a tool to supplemen... read more 

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