Harvard Catalyst Profiles

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Zfania Korach, M.D.


Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Faculty can login to make corrections and additions.
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PMC Citations indicate the number of times the publication was cited by articles in PubMed Central, and the Altmetric score represents citations in news articles and social media. (Note that publications are often cited in additional ways that are not shown here.) Fields are based on how the National Library of Medicine (NLM) classifies the publication's journal and might not represent the specific topic of the publication. Translation tags are based on the publication type and the MeSH terms NLM assigns to the publication. Some publications (especially newer ones and publications not in PubMed) might not yet be assigned Field or Translation tags.) Click a Field or Translation tag to filter the publications.
  1. Chua IS, Gaziel-Yablowitz M, Korach ZT, Kehl KL, Levitan NA, Arriaga YE, Jackson GP, Bates DW, Hassett M. Artificial intelligence in oncology: Path to implementation. Cancer Med. 2021 06; 10(12):4138-4149. PMID: 33960708.
    Citations: 4     Fields:    Translation:Humans
  2. Korach ZT, Gradwohl S, Messinger A, Bookman K, Cohen K, Zhou L, Goss F. Unsupervised clinical relevancy ranking of structured medical records to retrieve condition-specific information in the emergency department. Int J Med Inform. 2021 05; 149:104410. PMID: 33621793.
    Citations:    Fields:    Translation:Humans
  3. Korach ZT, Yerneni S, Einbinder J, Kallenberg C, Zhou L. Facilitating information extraction without annotated data using unsupervised and positive-unlabeled learning. AMIA Annu Symp Proc. 2020; 2020:658-667. PMID: 33936440.
    Citations:    Fields:    Translation:Humans
  4. Wang L, Blackley SV, Blumenthal KG, Yerneni S, Goss FR, Lo YC, Shah SN, Ortega CA, Korach ZT, Seger DL, Zhou L. A dynamic reaction picklist for improving allergy reaction documentation in the electronic health record. J Am Med Inform Assoc. 2020 06 01; 27(6):917-923. PMID: 32417930.
    Citations: 2     Fields:    Translation:Humans
  5. Korach ZT, Cato KD, Collins SA, Kang MJ, Knaplund C, Dykes PC, Wang L, Schnock KO, Garcia JP, Jia H, Chang F, Schwartz JM, Zhou L. Unsupervised Machine Learning of Topics Documented by Nurses about Hospitalized Patients Prior to a Rapid-Response Event. Appl Clin Inform. 2019 10; 10(5):952-963. PMID: 31853936.
    Citations: 6     Fields:    Translation:Humans
  6. Korach ZT, Yang J, Rossetti SC, Cato KD, Kang MJ, Knaplund C, Schnock KO, Garcia JP, Jia H, Schwartz JM, Zhou L. Mining clinical phrases from nursing notes to discover risk factors of patient deterioration. Int J Med Inform. 2020 03; 135:104053. PMID: 31884312.
    Citations: 8     Fields:    Translation:Humans
  7. Blackley SV, Huynh J, Wang L, Korach Z, Zhou L. Speech recognition for clinical documentation from 1990 to 2018: a systematic review. J Am Med Inform Assoc. 2019 04 01; 26(4):324-338. PMID: 30753666.
    Citations: 11     Fields:    Translation:Humans
  8. Wang L, Lakin J, Riley C, Korach Z, Frain LN, Zhou L. Disease Trajectories and End-of-Life Care for Dementias: Latent Topic Modeling and Trend Analysis Using Clinical Notes. AMIA Annu Symp Proc. 2018; 2018:1056-1065. PMID: 30815148; PMCID: PMC6371376.
    Citations: 12     Fields:    Translation:Humans
  9. Topaz M, Schaffer A, Lai KH, Korach ZT, Einbinder J, Zhou L. Medical Malpractice Trends: Errors in Automated Speech Recognition. J Med Syst. 2018 Jul 09; 42(8):153. PMID: 29987660.
    Citations: 1     Fields:    
  10. Merdler I, Hassidim A, Sorkin N, Shapira S, Gronovich Y, Korach Z. Keratoconus and allergic diseases among Israeli adolescents between 2005 and 2013. Cornea. 2015 May; 34(5):525-9. PMID: 25782404.
    Citations: 13     Fields:    Translation:Humans
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Funded by the NIH National Center for Advancing Translational Sciences through its Clinical and Translational Science Awards Program, grant number UL1TR002541.