Artificial Intelligence Medical Compendium
Explore the latest research on artificial intelligence and machine learning in medicine.
Showing 3,231 to 3,240 of 168,679 articles
SGDFuse: SAM-Guided Diffusion for High-Fidelity Infrared and Visible Image Fusion
arXiv
Aug 7, 2025
Infrared and visible image fusion (IVIF) aims to combine the thermal
radiation information from infrared images with the rich texture details from
visible images to enhance perceptual capabilities for downstream visual tasks.
However, existing meth... read more
Accurate segmentation of localized fuel cladding chemical interaction layers in SEM micrographs with deep learning method.
Scientific reports
Aug 7, 2025
GRAIL:Learning to Interact with Large Knowledge Graphs for Retrieval Augmented Reasoning
arXiv
Aug 7, 2025
Large Language Models (LLMs) integrated with Retrieval-Augmented Generation
(RAG) techniques have exhibited remarkable performance across a wide range of
domains. However, existing RAG approaches primarily operate on unstructured
data and demonstra... read more
Computational mechanisms of neuroimaging biomarkers uncovered by multicenter resting-state fMRI connectivity variation profile.
Molecular psychiatry
Aug 7, 2025
Resting-state functional connectivity (rsFC) is increasingly used to develop biomarkers for psychiatric disorders. Despite progress, development of the reliable and practical FC biomarker remains an unmet goal, particularly one that is clinically pre... read more
Improving Explainability and Integrability of Medical AI to Promote Health Care Professional Acceptance and Use: Mixed Systematic Review.
Journal of medical Internet research
Aug 7, 2025
BACKGROUND: The integration of artificial intelligence (AI) in health care has significant potential, yet its acceptance by health care professionals (HCPs) is essential for successful implementation. Understanding HCPs' perspectives on the explainab... read more
Artificial Intelligence in Traditional Chinese Medicine: Multimodal Fusion and Machine Learning for Enhanced Diagnosis and Treatment Efficacy.
Current medical science
Aug 7, 2025
Artificial intelligence (AI) serves as a key technology in global industrial transformation and technological restructuring and as the core driver of the fourth industrial revolution. Currently, deep learning techniques, such as convolutional neural ... read more
Longitudinal structural MRI-based deep learning and radiomics features for predicting Alzheimer's disease progression.
Alzheimer's research & therapy
Aug 7, 2025
BACKGROUND: Alzheimer's disease (AD) is the principal cause of dementia and requires the early diagnosis of people with mild cognitive impairment (MCI) who are at high risk of progressing. Early diagnosis is imperative for optimizing clinical managem... read more
SMOL-MapSeg: Show Me One Label
arXiv
Aug 7, 2025
Historical maps are valuable for studying changes to the Earth's surface.
With the rise of deep learning, models like UNet have been used to extract
information from these maps through semantic segmentation. Recently,
pre-trained foundation models ... read more
PEACH: A sentence-aligned Parallel English-Arabic Corpus for Healthcare
arXiv
Aug 7, 2025
This paper introduces PEACH, a sentence-aligned parallel English-Arabic
corpus of healthcare texts encompassing patient information leaflets and
educational materials. The corpus contains 51,671 parallel sentences, totaling
approximately 590,517 En... read more
Navigating the digital health landscape from artificial intelligence-driven molecular subtyping towards optimized rare sarcoma trial design.
International journal of surgery (London, England)
Aug 7, 2025
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