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Decoding phenotypic screening: A comparative analysis of image representations.
Comput Struct Biotechnol J. 2024 Mar 12;23:1181-1188. doi: 10.1016/j.csbj.2024.02.022. eCollection 2024 Dec.
Comput Struct Biotechnol J. 2024.
PMID: 38510976
Free PMC article.
Deep Learning Models Capture Histological Disease Activity in Crohn's Disease and Ulcerative Colitis with High Fidelity.
Rymarczyk D, Schultz W, Borowa A, Friedman JR, Danel T, Branigan P, Chałupczak M, Bracha A, Krawiec T, Warchoł M, Li K, De Hertogh G, Zieliński B, Ghanem LR, Stojmirovic A.
Rymarczyk D, et al.
J Crohns Colitis. 2024 Apr 23;18(4):604-614. doi: 10.1093/ecco-jcc/jjad171.
J Crohns Colitis. 2024.
PMID: 37814351
Free PMC article.
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Identifying Bacteria Species on Microscopic Polyculture Images Using Deep Learning.
Borowa A, Rymarczyk D, Ochonska D, Sroka-Oleksiak A, Brzychczy-Wloch M, Zielinski B.
Borowa A, et al. Among authors: rymarczyk d.
IEEE J Biomed Health Inform. 2023 Jan;27(1):121-130. doi: 10.1109/JBHI.2022.3209551. Epub 2023 Jan 4.
IEEE J Biomed Health Inform. 2023.
PMID: 36155470
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Comparison of Supervised and Self-Supervised Deep Representations Trained on Histological Images.
Rymarczyk D, Borowa A, Bracha A, Chronowski M, Ozimek W, Zieliński B.
Rymarczyk D, et al.
Stud Health Technol Inform. 2022 Jun 6;290:1052-1053. doi: 10.3233/SHTI220263.
Stud Health Technol Inform. 2022.
PMID: 35673201
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Deep learning approach to describe and classify fungi microscopic images.
Zieliński B, Sroka-Oleksiak A, Rymarczyk D, Piekarczyk A, Brzychczy-Włoch M.
Zieliński B, et al. Among authors: rymarczyk d.
PLoS One. 2020 Jun 30;15(6):e0234806. doi: 10.1371/journal.pone.0234806. eCollection 2020.
PLoS One. 2020.
PMID: 32603329
Free PMC article.
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