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Haitao Zhang

3 papers indexed

openalexScientific Reports2026-07-25

Adaptive self-supervised knowledge transfer for computationally efficient thoracic disease screening from chest X-ray images

Yongjun Ma, Minli Tang, Shi Dong, Haitao Zhang, Wengang Zhou

The development of accurate yet efficient deep learning models for Chest X-ray interpretation is critical for scalable screening and point-of-care diagnostics. While self-supervised learning reduces dependency on costly annotations and knowledge distillation compresses models, ef…

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openalexFrontiers in Psychiatry2026-07-23

Group-wise sparse coding for the discovery of functional connectivity-based biomarkers in children and adolescents with autism spectrum disorder

Yonglu Wang, Ma Zx, Zhiyi Wang, X Xu, Zhengwang Xia, Haitao Zhang, et al.

Background Autism spectrum disorder (ASD) is currently diagnosed through behavioral observations and evaluations, but there is still a lack of objective and consistent biomarkers. Children and adolescents with ASD exhibit impairments in advanced social, emotional, and cognitive f…

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