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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.
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.
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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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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Deep Learning Approaches to Detect Atrial Fibrillation Using Photoplethysmographic Signals: Algorithms Development Study.
Kwon S, Hong J, Choi EK, Lee E, Hostallero DE, Kang WJ, Lee B, Jeong ER, Koo BK, Oh S, Yi Y.
Kwon S, et al. Among authors: hostallero de.
JMIR Mhealth Uhealth. 2019 Jun 6;7(6):e12770. doi: 10.2196/12770.
JMIR Mhealth Uhealth. 2019.
PMID: 31199302
Free PMC article.
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