Machine learning approach for obstructive sleep apnea screening using brain diffusion tensor imaging

By sjmartinez • October 13, 2022

Pang B, Doshi S, Roy B, Lai M, Ehlert L, Aysola RS, Kang DW, Anderson A, Joshi SH, Tward D, Scalzo F, Vacas S, Kumar R. Machine learning approach for obstructive sleep apnea screening using brain diffusion tensor imaging. J Sleep Res. 2022 Oct 12:e13729. doi: 10.1111/jsr.13729. Epub ahead of print. PMID: 36223645.

Tags: brain, mean diffusivity, Publications, Pulmonary, Critical Care & Sleep Medicine, random forest, Sleep disordered breathing, support vector machine

Eosinophilic Fasciitis With Overlap Connective Tissue Disease: A Diagnostic Challenge in Progressive Skin Fibrosis

Aung T, Tran D. Eosinophilic Fasciitis With Overlap Connective Tissue Disease: A Diagnostic Challenge in Progressive Skin Fibrosis. Cureus. 2026 Aug 20;18(8):e114882. doi: 10.7759/cureus.114882. PMID:[...]

Biomarkers associated with efficacy of first-line nivolumab vs. sorafenib in advanced hepatocellular carcinoma: results from the CheckMate 459 phase III trial

Neely J, Yao J, Kudo M, Finn RS, Sangro B, Melero I, El-Khoueiry AB, Yau T, Harding JJ, Rosmorduc O, Tschaika M, Novosiadly R, Cruz[...]

Preoperative Thrombocytopenia and Risk of Periprosthetic Joint Infection After Total Knee Arthroplasty: A Propensity-Matched Cohort Study

Wiener JM, Hamad CD, Chun RF, Mehany JD, Yeaman MR, Sheppard WL, Bernthal NM. Preoperative Thrombocytopenia and Risk of Periprosthetic Joint Infection After Total Knee[...]