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Junpeng Zhang

2 papers indexed

crossrefSensors2024-10-23

Resting-State Electroencephalogram Depression Diagnosis Based on Traditional Machine Learning and Deep Learning: A Comparative Analysis

Haijun Lin, Jing Fang, Junpeng Zhang, Xuhui Zhang, Weiying Piao, Yukun Liu

The global prevalence of Major Depressive Disorder (MDD) is increasing at an alarming rate, underscoring the urgent need for timely and accurate diagnoses to facilitate effective interventions and treatments. Electroencephalography remains a widely used neuroimaging technique in…

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crossrefDiagnostics2023-11-22Cited by 87

Recent Advancements and Perspectives in the Diagnosis of Skin Diseases Using Machine Learning and Deep Learning: A Review

Junpeng Zhang, Fan Zhong, Kaiqiao He, Mengqi Ji, Shuli Li, Chunying Li

Objective: Skin diseases constitute a widespread health concern, and the application of machine learning and deep learning algorithms has been instrumental in improving diagnostic accuracy and treatment effectiveness. This paper aims to provide a comprehensive review of the exist…

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