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Distinguishing Obstructive Versus Central Apneas in Infrared Video of Sleep Using Deep Learning: Validation Study.
Akbarian S, Montazeri Ghahjaverestan N, Yadollahi A, Taati B. Akbarian S, et al. J Med Internet Res. 2020 May 22;22(5):e17252. doi: 10.2196/17252. J Med Internet Res. 2020. PMID: 32441656 Free PMC article.
The best-performing model (3D-CNN) obtained 95% accuracy and an F(1) score of 89% in differentiating OA vs CA. CONCLUSIONS: In this study, the first vision-based method was developed that differentiates apnea types (OA vs CA). ...
The best-performing model (3D-CNN) obtained 95% accuracy and an F(1) score of 89% in differentiating OA vs CA. CONCLUSIONS: In this s …
The First Report of Differences in Gut Microbiota Composition between Obese and Normal Weight Iranian Subjects.
Ettehad Marvasti F, Moshiri A, Taghavi MS, Riazi S, Taati M, Sadati SF, Ghaheri A, Masoomi M, Vaziri F, Fateh A, Rohani P, Tarashi S, Masotti A, Ahmadi Badi S, Siadat SD. Ettehad Marvasti F, et al. Iran Biomed J. 2020 May;24(3):148-54. doi: 10.29252/ibj.24.3.148. Epub 2019 Dec 14. Iran Biomed J. 2020. PMID: 31952432 Free PMC article.
Finally, the correlation between the bacterial abundance and obesity was analyzed by statistical analyses. RESULTS: We observed a significant increase of F/B ratio in the obese group, compared to the normal weight group (p = 0.002). Although A. muciniphila (p = 0.039) and …
Finally, the correlation between the bacterial abundance and obesity was analyzed by statistical analyses. RESULTS: We observed a significan …