Artificial Intelligence Medical Compendium

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

Showing 61,451 to 61,460 of 229,091 articles

A Unified Masked Jigsaw Puzzle Framework for Vision and Language Models

arXiv Jan 17, 2026
In federated learning, Transformer, as a popular architecture, faces critical challenges in defending against gradient attacks and improving model performance in both Computer Vision (CV) and Natural Language Processing (NLP) tasks. It has been revea... read more 
Computer Vision and Pattern Recognition

Automating Parameter Selection in Deep Image Prior for Fluorescence Microscopy Image Denoising via Similarity-Based Parameter Transfer

arXiv Jan 17, 2026
Unsupervised deep image prior (DIP) addresses shortcomings of training data requirements and limited generalization associated with supervised deep learning. The performance of DIP depends on the network architecture and the stopping point of its ite... read more 
Computer Vision and Pattern Recognition cs.AI cs.LG

ARMARecon: An ARMA Convolutional Filter based Graph Neural Network for Neurodegenerative Dementias Classification

arXiv Jan 17, 2026
Early detection of neurodegenerative diseases such as Alzheimer's Disease (AD) and Frontotemporal Dementia (FTD) is essential for reducing the risk of progression to severe disease stages. As AD and FTD propagate along white-matter regions in a globa... read more 
Computer Vision and Pattern Recognition

Bridging the Gap in Bangla Healthcare: Machine Learning Based Disease Prediction Using a Symptoms-Disease Dataset

arXiv Jan 17, 2026
Increased access to reliable health information is essential for non-English-speaking populations, yet resources in Bangla for disease prediction remain limited. This study addresses this gap by developing a comprehensive Bangla symptoms-disease data... read more 
Computation and Language cs.AI

Artificial intelligence and precision medicine.

Scientific reports Jan 17, 2026
From genome sequencing to single-cell multi-omics profiling, bioinformatic data holds massive promise, calling for data interpretation to facilitate the development of precision medicine with artificial intelligence technologies. Moreover, clinical h... read more 

Accessible cartilage tumor malignancy prediction via vision-language foundation model adaptation.

Skeletal radiology Jan 17, 2026
OBJECTIVE: To predict cartilage tumor malignancy from radiographic images combined with readily available non-imaging information based on a vision-language foundation model. MATERIALS AND METHODS: This single-institution study assembled a dataset of... read more 

MRI-Based peritumoral radiomics for predicting recurrence risk in ER+/HER2- breast cancer.

BMC medical imaging Jan 17, 2026
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Association of depressive symptoms with systemic immune-inflammation index and platelet parameters among survivors of myocardial infarction: a cross-sectional NHANES study enhanced by machine learning and SHAP analysis.

BMC psychiatry Jan 17, 2026
BACKGROUND: Inflammation is implicated in the elevated risk of depressive disorder following myocardial infarction (MI), with platelets serving as a key link between thrombosis, inflammation, and depression. Although the systemic immune-inflammation ... read more 

Research on deep learning-based lesion identification in optical coherence tomography.

BMC ophthalmology Jan 17, 2026
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Intestinal transcriptomic analysis and prediction of biomarkers associated with mucosal healing following vedolizumab treatment in ulcerative colitis using machine learning.

BMC gastroenterology Jan 17, 2026
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