Harry Hochheiser, PhD

Zhou Yuan, Sean Finan, Jeremy Warner, Guergana Savova, Harry Hochheiser. Interactive Exploration of Longitudinal Cancer Patient Histories Extracted from Clinical Text. JCO Cancer Clinical Informatics  May 2020 DOI: 10.1200/CCI.19.00115 PMID: 32383981 PMCID In progress

Grizzle AJ, Hines LE, Malone DC, Kravchenko O, Hochheiser H, Boyce RD. Testing the face validity and inter-rater agreement of a simple approach to drug-drug interaction evidence assessment. J Biomed Inform. 2020 Jan;101:103355. doi: 10.1016/j.jbi.2019.103355. Epub 2019 Dec 12. PMID: 31838211; DOI: 10.1016/j.jbi.2019.103355.

Warner JL, Dymshyts D, Reich CG, Gurley MJ, Hochheiser H, Moldwin ZH, Belenkaya R,  Williams AE, Yang PC. HemOnc: A New Standard Vocabulary for Chemotherapy Regimen Representation in the OMOP Common Data Model. J Biomed Inform. 2019 Jun 22. doi: 10.1016/j.jbi.2019.103239 PMID:31238109; PMCID: PMC6697579 [Available on 2020-08-01].

Cai C, Cooper GF, Lu KN, Ma X, Xu S, Zhao Z, Chen X, Xue Y, Lee AV, Clark N, Chen V, Lu S, Chen L, Yu L, Hochheiser HS, Jiang X, Wang JQ, Lu X. Systematic discovery of the functional impact of somatic genome alterations in individual tumors through tumor-specific causal inference. PLOS Comput Biol, 2019 Jul 15(7):e1007088. doi: 10.1371/journal.pcbi.1007088. [Epub ahead of print] PMID: 31276486; PMCID: PMC6650088.

Trivedi G, Hong C, Dadashzadeh ER, Handzel RM, Hochheiser H, Visweswaran S. Identifying incidental findings from radiology reports of trauma patients: An evaluation of automated feature representation methods. International Journal of Medical Informatics. 2019 Sept 129; 81-7. DOI: 10.1016/j.ijmedinf.2019.05.021 PMID:31445293 PMCID: PMC 6717529

Wu DTY, Chen AT, Manning JD, Levy-Fix G, Backonja U, Borland D, Caban JJ, Dowding DW, Hochheiser H, Kagan V, Kandaswamy S, Kumar M, Nunez A, Pan E, Gotz D. Evaluating visual analytics for health informatics applications: a systematic review from the American Medical Informatics Association Visual Analytics Working Group Task Force on Evaluation. J Am Med Inform Assoc. 2019 Apr 1;26(4):314-323. doi: 10.1093/jamia/ocy90. PubMed PMID: 30840080

King A, Cooper GF, Clermont G, Hochheiser H, Hauskrecht M, Sittig DF, Visweswaran S. Using machine learning to selectively highlight patient information. Journal of Biomedical Informatics.  2019; Oct 29;100:103327. DOI: 1016/j.jbi.2019.103329. PMID: 31676461; PMCID: PMC6932869 [Available on 2020-12-01].

Schnetz MP, Hochheiser HS, Danks DJ, Landsittel DP, Vogt KM, Ibinson JW, Whitehurst SL, McDermott SP, Duque MG, Kaynar AM. The triple variable index combines information generated over time from common monitoring variables to identify patients expressing distinct patterns of intraoperative physiology. BMC Med Res Methodol. 2019 Jan 14;19(1):17. doi: 10.1186/s12874-019-0660-9. PMID: 30642260. PMCID: PMC6332613.

Trivedi G, Dadashzadh ER, Handzel RM, Chapman WW, Visweswaran S, Hochheiser H. Interactive NLP in Clinical Care: Identifying Incidental Findings in Radiology Reports. Appl Clin Inform 2019;10:4, 655–69. DOI:https://www.thieme-connect.de/products/ejournals/abstract/10.1055/s-0039-1695791 PMID: 31486057; PMCID: PMC6727024 [Available on 2020-08-01]

King AJ, Cooper GF, Hochheiser H, Clermont G, Hausrecht M, Visweswaran S. Using Machine Learning to Predict the Information Seeking Behavior of Clinicians Using an Electronic Medical Record System. AMIA Annual Symp Proc. 2018 Dec 5;2018:673-682. eCollection 2018. PubMed PMID: 30815109. PMCID: PMC6371238.

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