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Tracking and predicting COVID-19 radiological trajectory on chest X-rays using deep learning.
Gourdeau D, Potvin O, Archambault P, Chartrand-Lefebvre C, Dieumegarde L, Forghani R, Gagné C, Hains A, Hornstein D, Le H, Lemieux S, Lévesque MH, Martin D, Rosenbloom L, Tang A, Vecchio F, Yang I, Duchesne N, Duchesne S. Gourdeau D, et al. Among authors: duchesne s, duchesne n. Sci Rep. 2022 Apr 4;12(1):5616. doi: 10.1038/s41598-022-09356-w. Sci Rep. 2022. PMID: 35379856 Free PMC article.
Deep learning of chest X-rays can predict mechanical ventilation outcome in ICU-admitted COVID-19 patients.
Gourdeau D, Potvin O, Biem JH, Cloutier F, Abrougui L, Archambault P, Chartrand-Lefebvre C, Dieumegarde L, Gagné C, Gagnon L, Giguère R, Hains A, Le H, Lemieux S, Lévesque MH, Nepveu S, Rosenbloom L, Tang A, Yang I, Duchesne N, Duchesne S. Gourdeau D, et al. Among authors: duchesne s, duchesne n. Sci Rep. 2022 Apr 13;12(1):6193. doi: 10.1038/s41598-022-10136-9. Sci Rep. 2022. PMID: 35418698 Free PMC article.
The EADC-ADNI Harmonized Protocol for manual hippocampal segmentation on magnetic resonance: evidence of validity.
Frisoni GB, Jack CR Jr, Bocchetta M, Bauer C, Frederiksen KS, Liu Y, Preboske G, Swihart T, Blair M, Cavedo E, Grothe MJ, Lanfredi M, Martinez O, Nishikawa M, Portegies M, Stoub T, Ward C, Apostolova LG, Ganzola R, Wolf D, Barkhof F, Bartzokis G, DeCarli C, Csernansky JG, deToledo-Morrell L, Geerlings MI, Kaye J, Killiany RJ, Lehéricy S, Matsuda H, O'Brien J, Silbert LC, Scheltens P, Soininen H, Teipel S, Waldemar G, Fellgiebel A, Barnes J, Firbank M, Gerritsen L, Henneman W, Malykhin N, Pruessner JC, Wang L, Watson C, Wolf H, deLeon M, Pantel J, Ferrari C, Bosco P, Pasqualetti P, Duchesne S, Duvernoy H, Boccardi M; EADC-ADNI Working Group on The Harmonized Protocol for Manual Hippocampal Volumetry and for the Alzheimer's Disease Neuroimaging Initiative. Frisoni GB, et al. Among authors: duchesne s. Alzheimers Dement. 2015 Feb;11(2):111-25. doi: 10.1016/j.jalz.2014.05.1756. Epub 2014 Sep 27. Alzheimers Dement. 2015. PMID: 25267715 Free PMC article.
Training labels for hippocampal segmentation based on the EADC-ADNI harmonized hippocampal protocol.
Boccardi M, Bocchetta M, Morency FC, Collins DL, Nishikawa M, Ganzola R, Grothe MJ, Wolf D, Redolfi A, Pievani M, Antelmi L, Fellgiebel A, Matsuda H, Teipel S, Duchesne S, Jack CR Jr, Frisoni GB; EADC-ADNI Working Group on The Harmonized Protocol for Manual Hippocampal Segmentation and for the Alzheimer's Disease Neuroimaging Initiative. Boccardi M, et al. Among authors: duchesne s. Alzheimers Dement. 2015 Feb;11(2):175-83. doi: 10.1016/j.jalz.2014.12.002. Epub 2015 Jan 20. Alzheimers Dement. 2015. PMID: 25616957
160 results