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Advances in Machine Learning and Deep Learning Applications for Intracranial/Extracranial Atherosclerotic Plaques and White Matter Hyperintensities

Year: 2025

Type: article

Abstract: Machine learning (ML) and deep learning (DL), as pivotal components of artificial intelligence (AI), are revolutionizing precision medicine through their robust learning capabilities and image recognition functions. These technologies have significantly impacted disease diagnosis, therapeutic evaluation, prognosis prediction, and survival analysis. This review synthesizes recent advances in ML and DL applications for intracranial/extracranial atherosclerotic plaques and white matter hyperintensities (WMH), while critically analyzing current challenges and future directions.

Source: Current Research in Medical Sciences

DOI: 10.56397/crms.2025.05.01

Author: Yimiao Luo

Institution: The Affiliated Yongchuan Hospital of Chongqing Medical University

Language: English

Topic: Cerebrovascular and Carotid Artery Diseases

Subfield: Pulmonary and Respiratory Medicine

Field: Medicine

Domain: Health Sciences

SDG: Good health and well-being

Open Access status: diamond

OpenAlex ID: W4409842935

FWCI:

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