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Unleashing the potential of digital pathology data by training computer-aided diagnosis models without human annotations.
NPJ Digit Med. 2022 Jul 22;5(1):102. doi: 10.1038/s41746-022-00635-4.
NPJ Digit Med. 2022.
PMID: 35869179
Free PMC article.
Empowering digital pathology applications through explainable knowledge extraction tools.
Marchesin S, Giachelle F, Marini N, Atzori M, Boytcheva S, Buttafuoco G, Ciompi F, Di Nunzio GM, Fraggetta F, Irrera O, Müller H, Primov T, Vatrano S, Silvello G.
Marchesin S, et al. Among authors: boytcheva s.
J Pathol Inform. 2022 Sep 15;13:100139. doi: 10.1016/j.jpi.2022.100139. eCollection 2022.
J Pathol Inform. 2022.
PMID: 36268087
Free PMC article.
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Modelling digital health data: The ExaMode ontology for computational pathology.
Menotti L, Silvello G, Atzori M, Boytcheva S, Ciompi F, Di Nunzio GM, Fraggetta F, Giachelle F, Irrera O, Marchesin S, Marini N, Müller H, Primov T.
Menotti L, et al. Among authors: boytcheva s.
J Pathol Inform. 2023 Aug 22;14:100332. doi: 10.1016/j.jpi.2023.100332. eCollection 2023.
J Pathol Inform. 2023.
PMID: 37705689
Free PMC article.
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Contextualization in automatic extraction of drugs from hospital patient records.
Boytcheva S, Tcharaktchiev D, Angelova G.
Boytcheva S, et al.
Stud Health Technol Inform. 2011;169:527-31.
Stud Health Technol Inform. 2011.
PMID: 21893805
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Shallow medication extraction from hospital patient records.
Boytcheva S.
Boytcheva S.
Stud Health Technol Inform. 2011;166:119-28.
Stud Health Technol Inform. 2011.
PMID: 21685617
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Mining comorbidity patterns using retrospective analysis of big collection of outpatient records.
Boytcheva S, Angelova G, Angelov Z, Tcharaktchiev D.
Boytcheva S, et al.
Health Inf Sci Syst. 2017 Sep 28;5(1):3. doi: 10.1007/s13755-017-0024-y. eCollection 2017 Dec.
Health Inf Sci Syst. 2017.
PMID: 29038733
Free PMC article.
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Completion of structured patient descriptions by semantic mining.
Tchraktchiev D, Angelova G, Boytcheva S, Angelov Z, Zacharieva S.
Tchraktchiev D, et al. Among authors: boytcheva s.
Stud Health Technol Inform. 2011;166:260-9.
Stud Health Technol Inform. 2011.
PMID: 21685632
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