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Deep Learning Approaches to Detect Atrial Fibrillation Using Photoplethysmographic Signals: Algorithms Development Study.
JMIR Mhealth Uhealth. 2019 Jun 6;7(6):e12770. doi: 10.2196/12770.
JMIR Mhealth Uhealth. 2019.
PMID: 31199302
Free PMC article.
Interpretable deep learning architectures for improving drug response prediction performance: myth or reality?
Li Y, Hostallero DE, Emad A.
Li Y, et al. Among authors: hostallero de.
Bioinformatics. 2023 Jun 1;39(6):btad390. doi: 10.1093/bioinformatics/btad390.
Bioinformatics. 2023.
PMID: 37326960
Free PMC article.
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Preclinical-to-clinical Anti-cancer Drug Response Prediction and Biomarker Identification Using TINDL.
Hostallero DE, Wei L, Wang L, Cairns J, Emad A.
Hostallero DE, et al.
Genomics Proteomics Bioinformatics. 2023 Jun;21(3):535-550. doi: 10.1016/j.gpb.2023.01.006. Epub 2023 Feb 11.
Genomics Proteomics Bioinformatics. 2023.
PMID: 36775056
Free PMC article.
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Looking at the BiG picture: incorporating bipartite graphs in drug response prediction.
Hostallero DE, Li Y, Emad A.
Hostallero DE, et al.
Bioinformatics. 2022 Jul 11;38(14):3609-3620. doi: 10.1093/bioinformatics/btac383.
Bioinformatics. 2022.
PMID: 35674359
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A network-informed analysis of SARS-CoV-2 and hemophagocytic lymphohistiocytosis genes' interactions points to Neutrophil extracellular traps as mediators of thrombosis in COVID-19.
Ding J, Hostallero DE, El Khili MR, Fonseca GJ, Milette S, Noorah N, Guay-Belzile M, Spicer J, Daneshtalab N, Sirois M, Tremblay K, Emad A, Rousseau S.
Ding J, et al. Among authors: hostallero de.
PLoS Comput Biol. 2021 Mar 8;17(3):e1008810. doi: 10.1371/journal.pcbi.1008810. eCollection 2021 Mar.
PLoS Comput Biol. 2021.
PMID: 33684134
Free PMC article.
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