Harvard Catalyst Profiles

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Steven Horng, M.D.

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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. Liao R, Moyer D, Cha M, Quigley K, Berkowitz S, Horng S, Golland P, Wells WM. Multimodal Representation Learning via Maximization of Local Mutual Information. Med Image Comput Comput Assist Interv. 2021 Sep-Oct; 12902:273-283. PMID: 36282980; PMCID: PMC9576150.
    Citations:    Fields:    
  2. Kim EY, Grossestreuer AV, Safran C, Nathanson LA, Horng S. A visual representation of microbiological culture data improves comprehension: a randomized controlled trial. J Am Med Inform Assoc. 2021 08 13; 28(9):1826-1833. PMID: 34100952; PMCID: PMC8363788.
    Citations:    Fields:    Translation:Humans
  3. Horng S, O'Donoghue A, Dechen T, Rabesa M, Shammout A, Markson L, Jegadeesan V, Tandon M, Stevens JP. Secondary Use of COVID-19 Symptom Incidence Among Hospital Employees as an Example of Syndromic Surveillance of Hospital Admissions Within 7 Days. JAMA Netw Open. 2021 06 01; 4(6):e2113782. PMID: 34137827.
    Citations: 3     Fields:    Translation:HumansCellsPHPublic Health
  4. Horng S, Liao R, Wang X, Dalal S, Golland P, Berkowitz SJ. Deep Learning to Quantify Pulmonary Edema in Chest Radiographs. Radiol Artif Intell. 2021 Mar; 3(2):e190228. PMID: 33937857; PMCID: PMC8043362.
    Citations: 2     
  5. Appelbaum L, Cambronero JP, Stevens JP, Horng S, Pollick K, Silva G, Haneuse S, Piatkowski G, Benhaga N, Duey S, Stevenson MA, Mamon H, Kaplan ID, Rinard MC. Development and validation of a pancreatic cancer risk model for the general population using electronic health records: An observational study. Eur J Cancer. 2021 01; 143:19-30. PMID: 33278770.
    Citations: 5     Fields:    Translation:Humans
  6. Chauhan G, Liao R, Wells W, Andreas J, Wang X, Berkowitz S, Horng S, Szolovits P, Golland P. Joint Modeling of Chest Radiographs and Radiology Reports for Pulmonary Edema Assessment. Med Image Comput Comput Assist Interv. 2020 Oct; 12262:529-539. PMID: 33634272.
    Citations: 1     Fields:    
  7. Fernandes M, Mendes R, Vieira SM, Leite F, Palos C, Johnson A, Finkelstein S, Horng S, Celi LA. Risk of mortality and cardiopulmonary arrest in critical patients presenting to the emergency department using machine learning and natural language processing. PLoS One. 2020; 15(4):e0230876. PMID: 32240233.
    Citations: 5     Fields:    Translation:Humans
  8. Fernandes M, Mendes R, Vieira SM, Leite F, Palos C, Johnson A, Finkelstein S, Horng S, Celi LA. Predicting Intensive Care Unit admission among patients presenting to the emergency department using machine learning and natural language processing. PLoS One. 2020; 15(3):e0229331. PMID: 32126097.
    Citations: 7     Fields:    Translation:Humans
  9. Redfield C, Tlimat A, Halpern Y, Schoenfeld DW, Ullman E, Sontag DA, Nathanson LA, Horng S. Derivation and validation of a machine learning record linkage algorithm between emergency medical services and the emergency department. J Am Med Inform Assoc. 2020 01 01; 27(1):147-153. PMID: 31605488.
    Citations: 3     Fields:    Translation:Humans
  10. Chen IY, Agrawal M, Horng S, Sontag D. Robustly Extracting Medical Knowledge from EHRs: A Case Study of Learning a Health Knowledge Graph. Pac Symp Biocomput. 2020; 25:19-30. PMID: 31797583.
    Citations: 2     Fields:    Translation:Humans
  11. Johnson AEW, Pollard TJ, Berkowitz SJ, Greenbaum NR, Lungren MP, Deng CY, Mark RG, Horng S. MIMIC-CXR, a de-identified publicly available database of chest radiographs with free-text reports. Sci Data. 2019 12 12; 6(1):317. PMID: 31831740.
    Citations: 52     Fields:    Translation:Humans
  12. Horng S, Joseph JW, Calder S, Stevens JP, O'Donoghue AL, Safran C, Nathanson LA, Leventhal EL. Assessment of Unintentional Duplicate Orders by Emergency Department Clinicians Before and After Implementation of a Visual Aid in the Electronic Health Record Ordering System. JAMA Netw Open. 2019 12 02; 2(12):e1916499. PMID: 31790566.
    Citations: 3     Fields:    Translation:Humans
  13. Greenbaum NR, Jernite Y, Halpern Y, Calder S, Nathanson LA, Sontag DA, Horng S. Improving documentation of presenting problems in the emergency department using a domain-specific ontology and machine learning-driven user interfaces. Int J Med Inform. 2019 12; 132:103981. PMID: 31605881.
    Citations: 4     Fields:    Translation:Humans
  14. Pollard TJ, Chen I, Wiens J, Horng S, Wong D, Ghassemi M, Mattie H, Lindemer E, Panch T. Turning the crank for machine learning: ease, at what expense? Lancet Digit Health. 2019 09; 1(5):e198-e199. PMID: 33323266.
    Citations: 2     Fields:    Translation:Humans
  15. Horng S, Greenbaum NR, Nathanson LA, McClay JC, Goss FR, Nielson JA. Consensus Development of a Modern Ontology of Emergency Department Presenting Problems-The Hierarchical Presenting Problem Ontology (HaPPy). Appl Clin Inform. 2019 05; 10(3):409-420. PMID: 31189204; PMCID: PMC6561773.
    Citations: 5     Fields:    Translation:Humans
  16. Kim E, Torous J, Horng S, Grossestreuer AV, Rodriguez J, Lee T, Nathanson LA. Mobile device ownership among emergency department patients. Int J Med Inform. 2019 06; 126:114-117. PMID: 31029252.
    Citations: 2     Fields:    Translation:Humans
  17. Rotmensch M, Halpern Y, Tlimat A, Horng S, Sontag D. Learning a Health Knowledge Graph from Electronic Medical Records. Sci Rep. 2017 07 20; 7(1):5994. PMID: 28729710.
    Citations: 37     Fields:    Translation:Humans
  18. Ganetsky M, Lopez G, Coreanu T, Novack V, Horng S, Shapiro NI, Bauer KA. Risk of Intracranial Hemorrhage in Ground-level Fall With Antiplatelet or Anticoagulant Agents. Acad Emerg Med. 2017 10; 24(10):1258-1266. PMID: 28475282.
    Citations: 14     Fields:    Translation:Humans
  19. Sanchez LD, Chiu DT, Nathanson L, Horng S, Wolfe RE, Zeidel ML, Boyd K, Tibbles C, Calder S, Dufresne J, Yang JJ. A Model for Electronic Handoff Between the Emergency Department and Inpatient Units. J Emerg Med. 2017 Jul; 53(1):142-150. PMID: 28506546.
    Citations: 4     Fields:    Translation:Humans
  20. Horng S, Sontag DA, Halpern Y, Jernite Y, Shapiro NI, Nathanson LA. Creating an automated trigger for sepsis clinical decision support at emergency department triage using machine learning. PLoS One. 2017; 12(4):e0174708. PMID: 28384212.
    Citations: 80     Fields:    Translation:Humans
  21. Joseph JW, Chiu DT, Nathanson LA, Horng S. A rules based algorithm to generate problem lists using emergency department medication reconciliation. Int J Med Inform. 2016 10; 94:117-22. PMID: 27573319.
    Citations: 1     Fields:    Translation:Humans
  22. Chiu DT, Solano JJ, Ullman E, Pope J, Tibbles C, Horng S, Nathanson LA, Fisher J, Rosen CL. The Integration of Electronic Medical Student Evaluations Into an Emergency Department Tracking System is Associated With Increased Quality and Quantity of Evaluations. J Emerg Med. 2016 Oct; 51(4):432-439. PMID: 27372377.
    Citations: 2     Fields:    Translation:Humans
  23. Halpern Y, Horng S, Choi Y, Sontag D. Electronic medical record phenotyping using the anchor and learn framework. J Am Med Inform Assoc. 2016 07; 23(4):731-40. PMID: 27107443.
    Citations: 60     Fields:    Translation:Humans
  24. Halpern Y, Choi Y, Horng S, Sontag D. Using Anchors to Estimate Clinical State without Labeled Data. AMIA Annu Symp Proc. 2014; 2014:606-15. PMID: 25954366.
    Citations: 21     Fields:    Translation:Humans
  25. Henning D, Horng S, Sanchez L. Evaluating how electronic charting affects resident productivity. Intern Emerg Med. 2013 Mar; 8(2):169-72. PMID: 23334927.
    Citations: 1     Fields:    Translation:Humans
  26. Horng S, Pezzella L, Tibbles CD, Wolfe RE, Hurst JM, Nathanson LA. Prospective evaluation of daily performance metrics to reduce emergency department length of stay for surgical consults. J Emerg Med. 2013 Feb; 44(2):519-25. PMID: 22633760.
    Citations: 1     Fields:    Translation:Humans
  27. Horng S. Sepsis Surveillance Algorithms in the Emergency Department. 2012.
  28. Horng S, Goss FR, Chen RS, Nathanson LA. Prospective pilot study of a tablet computer in an Emergency Department. Int J Med Inform. 2012 May; 81(5):314-9. PMID: 22226927.
    Citations: 17     Fields:    Translation:Humans
  29. Halpern Y, Horng S, Nathanson LA, Shapiro NI, Sontag DA. NIPS Workshop. Patient Surveillance Algorithms for the Emergency Department. View Publication.
  30. Halpern Y, Horng S, Nathanson LA, Shapiro NI, Sontag DA. ICML 2012 Workshop on Clinical Data Analysis. A Comparison of Dimensionality Reduction Techniques for Unstructured Clinical Text. View Publication.
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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.