This is an unrefereed technical report on arXiv describing a machine learning framework and empirical results on benchmark tasks, without peer review or publication in a peer-reviewed venue.
Researcher
Department of Endocrinology, The First Hospital of China Medical University, Shenyang, People's Republic of China.
3 developments in the corpus
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This is an unrefereed technical report on arXiv describing a machine learning framework and empirical results on benchmark tasks, without peer review or publication in a peer-reviewed venue.
JUL 17, 2026 · JOURNAL ARTICLE
The British Journal of Psychiatry
Large observational study from medical records with genetic association analyses, but lacks prospective design, randomization, and hard clinical outcomes; findings are descriptive and hypothesis-generating rather than confirmatory of treatment efficacy.
JUL 10, 2026 · JOURNAL ARTICLE
Annals of Medicine
A mechanistic review synthesizing bidirectional relationships between sleep disorders and metabolic disease via adipokine dysregulation, offering a framework for clinical integration but presenting no new primary data or controlled evidence.