Peter J. Haug

Peter J. Haug, MD, FACMI

Languages spoken: English

Academic Information

Departments Primary - Biomedical Informatics

Board Certification

  • National Board of Medical Examiners
  • American Board of Internal Medicine

Dr. Peter J. Haug earned his MD from the University of Wisconsin, Madison. Currently he directs the Homer Warner Center for Informatics Research at Intermountain Healthcare and is a professor in the University of Utah's Department of Biomedical Informatics, where he is involved in research and postgraduate education.
His expertise includes the following: the study of tools for natural language processing in medicine; the evaluation of probabilistic decision support systems for use in the health-care process; the development of computer-based tools to deliver detailed medical protocols; and various applications of data mining to assist in the development of innovative medical software.

Previously, he developed components of two different medical information systems. Currently, he is focusing on the construction of environments designed to support applied informatics research and to support the testing of innovative tools for implementing decision support in active clinical settings.

His research explores natural language processing to extract clinical information from medical documents, sharable approaches to representing decision support logic, models of disease capable of informing clinical care, and secondary uses of data collected in the course of care.

Joining the department in 1983, Professor Haug, MD, is a Fellow of the American College of Medical Informatics, and co-chairs the Arden Syntax Working Group, Health Level VII. He is certified by the American Board of Internal Medicine and the National Board of Medical Examiners.

¿Medicine is transitioning in this country from a cottage industry to a standardized system for care delivery. Biomedical informatics not only gives me a front row seat, it makes me a participant in this fascinating transformation.¿

Google Scholar: http://scholar.google.com/citations?user=h_Mg9IAAAAAJ

Research Statement

Medical information systems; medical decision-support systems; knowledge representation; natural language processing.

Education History

Undergraduate University of Wisconsin
 BA
Professional Medical University of Wisconsin Medical School
 MD
Internship LDS Hospital
 Intern
Fellowship University of Utah, Department of Medical Informatics
 Fellow
Residency LDS Hospital
 Resident

Selected Publications

Journal Article

  1. Anderson MW, Haug PJ, Critchfield G (1981). Dermatoglyphic feature of myocardial infarction patients. Am J Phys Anthropol, 55(4), 523-7.
  2. Dean NC, Haug PJ, Hawker PJ (1988). Effect of mobile paramedic units on outcome in patients with myocardial infarction. Ann Emerg Med, 17(10), 1034-41.
  3. Clayton PD, Evans RS, Pryor T, Gardner RM, Haug PJ, Wigertz OB, Warner H (1987). Bringing HELP to the clinical laboratory--use of an expert system to provide automatic interpretation of laboratory data. Annals of clinical biochemistry, 24 Suppl 1, 5-11.
  4. Kelly TM, Sanborn GE, Haug PJ, Edwards C (1984). Effect of insulin infusion pump use on diabetic retinopathy. Archives of ophthalmology (Chicago, Ill., 102(8), 1156-9.
  5. Haug PJ, Farrell M, Frear J, Blatter D, Frederick P (1997). Developing a radiology data base for quality assurance. Journal of digital imaging, 10(3 Suppl 1), 103-8.
  6. Haug PJ, Henderson SE, Maack B (1994). Text management in a healthcare information system. Journal of AHIMA, 65(12), 32-4, 36-8; quiz 44-5.
  7. Johnson SB, Haug P, Curtis C, Defa T, Davoren B, Kolodner R, Monroe (2000). Where are they now? CPR leaders assess their progress. Interview by Anne Zender. Journal of AHIMA, 71(8), 35-9.
  8. Orton JA, Jacobson JT, Haug P (2003). Automation of performance measures reporting. Journal for healthcare quality, 25(5), 21-7.
  9. Lincoln MJ, Turner CW, Haug PJ, Williamson JW, Jessen S, Cundick RM, Cundick K, Warner H (1992). Iliad's role in the generalization of learning across a medical domain. Proceedings. Symposium on Computer Applications in Medical Care, 174-8.
  10. Haug PJ, Pryor TA, Frederick P (1992). Integrating Radiology and Hospital Information Systems: the advantage of shared data. Proceedings. Symposium on Computer Applications in Medical Care, 187-91.
  11. Guo D, Lincoln MJ, Haug PJ, Turner CW, Warner H (1992). Comparison of different information content models by using two strategies: development of the best information algorithm for Iliad. Proceedings. Symposium on Computer Applications in Medical Care, 465-9.
  12. Stevens LE, Huff SM, Haug P (1992). The development of a virtual database to provide on-line access to a large archive of clinical data. Proceedings. Symposium on Computer Applications in Medical Care, 600-4.
  13. Huff SM, Haug PJ, Stevens LE, Dupont RC, Pryor T (1994). HELP the next generation: a new client-server architecture. Proceedings. Symposium on Computer Applications in Medical Care, 271-5.
  14. Gibson RF, Haug P (1994). An automated Computerized Severity Index. Proceedings. Symposium on Computer Applications in Medical Care, 332-6.
  15. Li YC, Haug PJ, Warner H (1994). Automated transformation of probabilistic knowledge for a medical diagnostic system. Proceedings. Symposium on Computer Applications in Medical Care, 765-9.
  16. Haug P (1993). Uses of diagnostic expert systems in clinical care. Proceedings. Symposium on Computer Applications in Medical Care, 379-83.
  17. Li YC, Haug P (1993). Evaluating the quality of a probabilistic diagnostic system using different inferencing strategies. Proceedings. Symposium on Computer Applications in Medical Care, 471-7.
  18. Haug PJ, Koehler S, Lau LM, Wang P, Rocha R, Huff S (1995). Experience with a mixed semantic/syntactic parser. Proceedings. Symposium on Computer Applications in Medical Care, 284-8.
  19. Guo D, Lincoln MJ, Haug PJ, Turner CW, Warner H (1991). Exploring a new best information algorithm for Iliad. Proceedings. Symposium on Computer Applications in Medical Care, 624-8.
  20. Aronsky D, Haug PJ, Lagor C, Dean N (2005). Accuracy of administrative data for identifying patients with pneumonia. American journal of medical quality, 20(6), 319-28.
  21. Chapman WW, Christensen LM, Wagner MM, Haug PJ, Ivanov O, Dowling JN, Olszewski R (2005). Classifying free-text triage chief complaints into syndromic categories with natural language processing. Artificial intelligence in medicine, 33(1), 31-40.
  22. Wang L, Bray BE, Shi J, Del Fiol G, Haug P (2016). A method for the development of disease-specific reference standards vocabularies from textual biomedical literature resources. Artificial intelligence in medicine, 68, 47-57.
  23. Haug, P (1973). A radiological approach to the diagnosis of small bowel disease. Clinical radiology,
  24. Chang PL, Li YC, Wu CJ, Huang MH, Haug P (1994). Clinical evaluation of a renal mass diagnostic expert system. Computers in biology and medicine, 24(4), 315-22.
  25. Haug PJ, Warner HR, Clayton PD, Schmidt CD, Pearl JE, Farney RJ, Crapo RO, Tocino I, Morrison WJ, Frederick P (1987). A decision-driven system to collect the patient history. Computers and biomedical research, an international journal, 20(2), 193-207.
  26. Haug PJ, Gardner RM, Tate KE, Evans RS, East TD, Kuperman G, Pryor TA, Huff SM, Warner H (1994). Decision support in medicine: examples from the HELP system. Computers and biomedical research, an international journal, 27(5), 396-418.
  27. Rocha RA, Huff SM, Haug PJ, Warner H (1994). Designing a controlled medical vocabulary server: the VOSER project. Computers and biomedical research, an international journal, 27(6), 472-507.
  28. Wong ET, Pryor TA, Huff SM, Haug PJ, Warner H (1994). Interfacing a stand-alone diagnostic expert system with a hospital information system. Computers and biomedical research, an international journal, 27(2), 116-29.
  29. Gundersen ML, Haug PJ, Pryor TA, van Bree R, Koehler S, Bauer K, Clemons (1996). Development and evaluation of a computerized admission diagnoses encoding system. Computers and biomedical research, an international journal, 29(5), 351-72.
  30. Taylor DP, Burt RW, Williams MS, Haug PJ, Cannon-Albright L (2010). Population-based family history-specific risks for colorectal cancer: a constellation approach. Gastroenterology, 138(3), 877-85.
  31. Lincoln MJ, Turner CW, Haug PJ, Warner HR, Williamson JW, Bouhaddou O, Jessen SG, Sorenson D, Cundick RC, Grant (1991). Iliad training enhances medical students' diagnostic skills. Journal of medical systems, 15(1), 93-110.
  32. Franco A, Farr FL, King JD, Clark JS, Haug P (1990). "NEONATE"--an expert application for the "HELP" system: comparison of the computer's and the physician's problem list. Journal of medical systems, 14(5), 297-306.
  33. Franco A, King JD, Farr FL, Clark JS, Haug P (1991). An Assessment of the Radiology Module of NEONATE as an Aid in Interpreting Chest X-Ray Findings by Nonradioligists. Journal of medical systems, (15), 277-286.
  34. Haug PJ, Kelly TM, Cannon RB, Edwards C (1987). A self-controlled study of the effect of continuous subcutaneous insulin infusion on diabetic neuropathy. Journal of the neurological sciences, 82(1-3), 123-32.
  35. Sager JT, Haug PJ, Turner CW, Hebertson R (1991). Developing models to evaluate pregnancy outcomes. Medical decision making, 11(4 Suppl), S33-6.
  36. Haug PJ, Frederick PR, Tocino (1991). Quality control in a medical information system. Medical decision making, 11(4 Suppl), S57-60.
  37. Rocha RA, Huff SM, Haug PJ, Evans DA, Bray B (1998). Evaluation of a semantic data model for chest radiology: application of a new methodology. Methods of information in medicine, 37(4-5), 477-90.
  38. Clayton PD, Narus SP, Huff SM, Pryor TA, Haug PJ, Larkin T, Matney S, Evans RS, Rocha BH, Bowes WA 3rd, Holston FT, Gundersen M (2003). Building a comprehensive clinical information system from components. The approach at Intermountain Health Care. Methods of information in medicine, 42(1), 1-7.
  39. Balas EA, Pryor TA, Hebertson RM, Haug PJ, Twede (1991). A computer method for visual presentation and programmed evaluation of labor. Obstetrics and gynecology, 78(3 Pt 1), 419-23.
  40. Haug PJ, Ranum DL, Frederick P (1990). Computerized extraction of coded findings from free-text radiologic reports. Work in progress. Radiology, 174(2), 543-8.
  41. Haug PJ, Clayton PD, Tocino I, Morrison JW, Elliot CG, Collins DV, Frederick P (1991). A Tool for Continuous Audit of Report Quality in Radiology. Radiology, 180, 271-276.
  42. Lagor C, Elliott CG, Stoddard GJ, Haug P (2005). Weaknesses in the classification criteria for antithrombotic-related major bleeding events. Thrombosis and haemostasis, 94(5), 997-1003.
  43. Edwards CQ, Cannon RB, Haug PJ, Farnsworth K (1982). Control of diabetes during pregnancy using continuous insulin infusion. The Western journal of medicine, 136(3), 249-51.
  44. Weires MB, Tausch B, Haug PJ, Edwards CQ, Wetter T, Cannon-Albright L (2007). Familiality of diabetes mellitus. Experimental and clinical endocrinology & diabetes, 115(10), 634-40.
  45. Aronsky D, Kendall D, Merkley K, James BC, Haug P (2001). A comprehensive set of coded chief complaints for the emergency department. Academic emergency medicine, 8(10), 980-9.
  46. Jones SS, Thomas A, Evans RS, Welch SJ, Haug PJ, Snow G (2008). Forecasting daily patient volumes in the emergency department. Academic emergency medicine, 15(2), 159-70.
  47. Huff SM, Rocha RA, Bray BE, Warner HR, Haug P (1995). An event model of medical information representation. Journal of the American Medical Informatics Association, 2(2), 116-34.
  48. Gibson RF, Haug PJ, Horn S (1996). Lessons from evaluating an automated patient severity index. Journal of the American Medical Informatics Association, 3(5), 349-57.
  49. Aronsky D, Haug P (2000). Assessing the quality of clinical data in a computer-based record for calculating the pneumonia severity index. Journal of the American Medical Informatics Association, 7(1), 55-65.
  50. Fiszman M, Chapman WW, Aronsky D, Evans RS, Haug P (2000). Automatic detection of acute bacterial pneumonia from chest X-ray reports. Journal of the American Medical Informatics Association, 7(6), 593-604.
  51. Aronsky D, Chan KJ, Haug P (2001). Evaluation of a computerized diagnostic decision support system for patients with pneumonia: study design considerations. Journal of the American Medical Informatics Association, 8(5), 473-85.
  52. Aronsky D, Kasworm E, Jacobson JA, Haug PJ, Dean N (2004). Electronic screening of dictated reports to identify patients with do-not-resuscitate status. Journal of the American Medical Informatics Association, 11(5), 403-9.
  53. Del Fiol G, Haug PJ, Cimino JJ, Narus SP, Norlin C, Mitchell J (2008). Effectiveness of topic-specific infobuttons: a randomized controlled trial. Journal of the American Medical Informatics Association, 15(6), 752-9.
  54. Tinoco A, Evans RS, Staes CJ, Lloyd JF, Rothschild JM, Haug P (2011). Comparison of computerized surveillance and manual chart review for adverse events. Journal of the American Medical Informatics Association, 18(4), 491-7.
  55. Jung CY, Sward KA, Haug P (2012). Executing medical logic modules expressed in ArdenML using Drools. Journal of the American Medical Informatics Association, 19(4), 533-6.
  56. Chapman WW, Fiszman M, Frederick PR, Chapman BE, Haug P (2001). Quantifying the characteristics of unambiguous chest radiography reports in the context of pneumonia. Academic radiology, 8(1), 57-66.
  57. Abston KC, Pryor TA, Haug PJ, Anderson J (1997). Inducing practice guidelines from a hospital database. Proceedings, 168-72.
  58. Haug PJ, Rocha BH, Evans R (2003). Decision support in medicine: lessons from the HELP system. International journal of medical informatics, 69(2-3), 273-84.
  59. Meystre SM, Haug P (2008). Randomized controlled trial of an automated problem list with improved sensitivity. International journal of medical informatics, 77(9), 602-12.
  60. Kim S, Haug PJ, Rocha RA, Choi (2008). Modeling the Arden Syntax for medical decisions in XML. International journal of medical informatics, 77(10), 650-6.
  61. Friedman CF, Haug (2003). Report on conference track 5: evaluation metrics and outcome. International journal of medical informatics, 69(2-3), 307-9.
  62. Chapman WW, Haug P (1998). Bayesian modeling for linking causally related observations in chest X-ray reports. Proceedings. AMIA Symposium, 587-91.
  63. Aronsky D, Haug P (1998). Diagnosing community-acquired pneumonia with a Bayesian network. Proceedings. AMIA Symposium, 632-6.
  64. Fiszman M, Haug PJ, Frederick P (1998). Automatic extraction of PIOPED interpretations from ventilation/perfusion lung scan reports. Proceedings. AMIA Symposium, 860-4.
  65. Fiszman M, Chapman WW, Evans SR, Haug P (1999). Automatic identification of pneumonia related concepts on chest x-ray reports. Proceedings. AMIA Symposium, 67-71.
  66. Aronsky D, Haug P (1999). An integrated decision support system for diagnosing and managing patients with community-acquired pneumonia. Proceedings. AMIA Symposium, 197-201.
  67. Chapman WW, Haug P (1999). Comparing expert systems for identifying chest x-ray reports that support pneumonia. Proceedings. AMIA Symposium, 216-20.
  68. Aronsky D, Haug P (2000). Automatic identification of patients eligible for a pneumonia guideline. Proceedings. AMIA Symposium, 12-6.
  69. Chapman WW, Aronsky D, Fiszman M, Haug P (2000). Contribution of a speech recognition system to a computerized pneumonia guideline in the emergency department. Proceedings. AMIA Symposium, 131-5.
  70. Fiszman M, Haug P (2000). Using medical language processing to support real-time evaluation of pneumonia guidelines. Proceedings. AMIA Symposium, 235-9.
  71. Aronsky D, Fiszman M, Chapman WW, Haug P (2001). Combining decision support methodologies to diagnose pneumonia. Proceedings. AMIA Symposium, 12-6.
  72. Gesteland PH, Wagner MM, Chapman WW, Espino JU, Tsui FC, Gardner RM, Rolfs RT, Dato V, James BC, Haug P (2002). Rapid deployment of an electronic disease surveillance system in the state of Utah for the 2002 Olympic Winter Games. Proceedings. AMIA Symposium, 285-9.
  73. Lagor C, Aronsky D, Fiszman M, Haug P (2001). Automatic identification of patients eligible for a pneumonia guideline: comparing the diagnostic accuracy of two decision support models. Studies in health technology and informatics, 84(Pt 1), 493-7.
  74. Meystre S, Haug P (2005). Evaluation of Medical Problem Extraction from Electronic Clinical Documents Using MetaMap Transfer (MMTx). Studies in health technology and informatics, 116, 823-8.
  75. Cho IS, Haug P (2006). The contribution of nursing data to the development of a predictive model for the detection of acute pancreatitis. Studies in health technology and informatics, 122, 139-42.
  76. Thompson DI, Classen DC, Haug P (2007). EMRs in the fourth stage: the future of electronic medical records based on the experience at Intermountain Health Care. Journal of healthcare information management, 21(3), 49-60.
  77. Taylor DP, Stoddard GJ, Burt RW, Williams MS, Mitchell JA, Haug PJ, Cannon-Albright L (2011). How well does family history predict who will get colorectal cancer? Implications for cancer screening and counseling. Genetics in medicine, 13(5), 385-91.
  78. Taylor DP, Cannon-Albright LA, Sweeney C, Williams MS, Haug PJ, Mitchell JA, Burt R (2011). Comparison of compliance for colorectal cancer screening and surveillance by colonoscopy based on risk. Genetics in medicine, 13(8), 737-43.
  79. Chapman WW, Fizman M, Chapman BE, Haug P (2001). A comparison of classification algorithms to automatically identify chest X-ray reports that support pneumonia. Journal of biomedical informatics, 34(1), 4-14.
  80. Meystre S, Haug P (2006). Natural language processing to extract medical problems from electronic clinical documents: performance evaluation. Journal of biomedical informatics, 39(6), 589-99.
  81. Lin JH, Haug P (2008). Exploiting missing clinical data in Bayesian network modeling for predicting medical problems. Journal of biomedical informatics, 41(1), 1-14.
  82. Del Fiol G, Haug P (2008). Infobuttons and classification models: a method for the automatic selection of on-line information resources to fulfill clinicians' information needs. Journal of biomedical informatics, 41(4), 655-66.
  83. Jones SS, Evans RS, Allen TL, Thomas A, Haug PJ, Welch SJ, Snow G (2009). A multivariate time series approach to modeling and forecasting demand in the emergency department. Journal of biomedical informatics, 42(1), 123-39.
  84. Del Fiol G, Haug P (2009). Classification models for the prediction of clinicians' information needs. Journal of biomedical informatics, 42(1), 82-9.
  85. Hulse NC, Wood GM, Haug PJ, Williams M (2010). Deriving consumer-facing disease concepts for family health histories using multi-source sampling. Journal of biomedical informatics, 43(5), 716-24.
  86. Rea S, Pathak J, Savova G, Oniki TA, Westberg L, Beebe CE, Tao C, Parker CG, Haug PJ, Huff SM, Chute C (2012). Building a robust, scalable and standards-driven infrastructure for secondary use of EHR data: the SHARPn project. Journal of biomedical informatics, 45(4), 763-71.
  87. Aronis JM, Millett NE, Wagner MM, Tsui F, Ye Y, Ferraro JP, Haug PJ, Gesteland PH, Cooper G (2017). A Bayesian system to detect and characterize overlapping outbreaks. Journal of biomedical informatics, 73, 171-181.
  88. Wang L, Haug PJ, Del Fiol (2017). Using classification models for the generation of disease-specific medications from biomedical literature and clinical data repository. Journal of biomedical informatics, 69, 259-266.
  89. Wang L, Del Fiol G, Bray BE, Haug P (2017). Generating disease-pertinent treatment vocabularies from MEDLINE citations. Journal of biomedical informatics, 65, 46-57.
  90. Meystre S, Haug P (2005). Automation of a problem list using natural language processing. BMC medical informatics and decision making, 5, 30.
  91. Meystre S, Haug P (2003). Medical problem and document model for natural language understanding. AMIA ... Annual Symposium proceedings. AMIA Symposium, 455-9.
  92. Meystre SM, Haug P (2005). Comparing natural language processing tools to extract medical problems from narrative text. AMIA ... Annual Symposium proceedings. AMIA Symposium, 525-9.
  93. Lin JH, Haug P (2006). Data preparation framework for preprocessing clinical data in data mining. AMIA ... Annual Symposium proceedings. AMIA Symposium, 489-93.
  94. Del Fiol G, Haug P (2007). Use of classification models based on usage data for the selection of infobutton resources. AMIA ... Annual Symposium proceedings. AMIA Symposium, 171-5.
  95. Lin JH, Haug P (2007). PTXT Finder - an application for finding appropriate EHR data elements for data analysis using cross referencing information sources. AMIA ... Annual Symposium proceedings. AMIA Symposium, 1034.
  96. Wong A, Al-sheikh YT, Warner HR, Haug PJ, Sward KA, Morris A (2008). Evaluation and comparison of IV insulin-treatment protocols using data from critically ill patients in the ICU. AMIA ... Annual Symposium proceedings. AMIA Symposium, 1178.
  97. Al-sheikh YT, Haug PJ, Wong A, Warner HR, Morris AH, Sward (2008). Using a diabetes data mart in individualizing diabetes management. AMIA ... Annual Symposium proceedings. AMIA Symposium, 1180.
  98. Taylor DP, Hulse NC, Wood GM, Haug PJ, Williams M (2008). Ideal features for a patient-entered family history and risk assessment tool. AMIA ... Annual Symposium proceedings. AMIA Symposium, 1152.
  99. Hulse NC, Taylor DP, Wood G, Haug P (2008). Analysis of family health history data collection patterns in consumer-oriented Web-based tools. AMIA ... Annual Symposium proceedings. AMIA Symposium, 982.
  100. Irwin JY, Harkema H, Christensen LM, Schleyer T, Haug PJ, Chapman W (2009). Methodology to develop and evaluate a semantic representation for NLP. AMIA ... Annual Symposium proceedings. AMIA Symposium, 2009, 271-5.
  101. Hulse NC, Haug P (2010). Metadata extraction routines for improving infobutton performance. AMIA ... Annual Symposium proceedings. AMIA Symposium, 2010, 326-30.
  102. Nachimuthu SK, Wong A, Haug P (2010). Modeling Glucose Homeostasis and Insulin Dosing in an Intensive Care Unit using Dynamic Bayesian Networks. AMIA ... Annual Symposium proceedings. AMIA Symposium, 2010, 532-6.
  103. Hulse NC, Ranade-Kharkar P, Post H, Wood GM, Williams MS, Haug P (2011). Development and early usage patterns of a consumer-facing family health history tool. AMIA ... Annual Symposium proceedings. AMIA Symposium, 2011, 578-87.
  104. Kawamoto K, Jacobs J, Welch BM, Huser V, Paterno MD, Del Fiol G, Shields D, Strasberg HR, Haug PJ, Liu Z, Jenders RA, Rowed DW, Chertcoff D, Fehre K, Adlassnig KP, Curtis A (2012). Clinical information system services and capabilities desired for scalable, standards-based, service-oriented decision support: consensus assessment of the Health Level 7 clinical decision support Work Group. AMIA ... Annual Symposium proceedings. AMIA Symposium, 2012, 446-55.
  105. Liu H, Wu ST, Li D, Jonnalagadda S, Sohn S, Wagholikar K, Haug PJ, Huff SM, Chute C (2012). Towards a semantic lexicon for clinical natural language processing. AMIA ... Annual Symposium proceedings. AMIA Symposium, 2012, 568-76.
  106. Nachimuthu SK, Haug P (2012). Early detection of sepsis in the emergency department using Dynamic Bayesian Networks. AMIA ... Annual Symposium proceedings. AMIA Symposium, 2012, 653-62.
  107. Haug PJ, Narus SP, Bledsoe J, Huff (2018). Promoting national and international standards to build interoperable clinical applications. AMIA ... Annual Symposium proceedings. AMIA Symposium, 2018, 555-563.
  108. Ye Y, Wagner MM, Cooper GF, Ferraro JP, Su H, Gesteland PH, Haug PJ, Millett NE, Aronis JM, Nowalk AJ, Ruiz VM, López Pineda A, Shi L, Van Bree R, Ginter T, Tsui (2017). A study of the transferability of influenza case detection systems between two large healthcare systems. PloS one, 12(4), e0174970.
  109. Greenes R, Bloomrosen M, Brown-Connolly NE, Clayton C, Detmer DE, Enberg R, Fridsma D, Fry E, Goldstein MK, Haug P, Hulse N, Hongsermeier T, Maviglia S, Robbins CW, Shah H (2010). The Morningside Initiative: Collaborative Development of a Knowledge Repository to Accelerate Adoption of Clinical Decision Support. The open medical informatics journal, 4, 287-290.
  110. Millett NE, Aronis JM, Wagner MM, Tsui F, Ye Y, Ferraro JP, Haug PJ, Gesteland PH, Cooper G (2019). The design and evaluation of a Bayesian system for detecting and characterizing outbreaks of influenza. Online journal of public health informatics, 11(2), e6.
  111. Luo G, Stone BL, Johnson MD, Tarczy-Hornoch P, Wilcox AB, Mooney SD, Sheng X, Haug PJ, Nkoy F (2017). Automating Construction of Machine Learning Models With Clinical Big Data: Proposal Rationale and Methods. JMIR research protocols, 6(8), e175.
  112. Haug P (1991). Diagnostic Coding in the Radiology Department. 3, 99-105.

Book Chapter

  1. Clayton PD, Evans RS, Pryor TA, Gardner RM, Haug PJ, Warner H (1987). Data Driven Interpretation of Laboratory Results in the Context of a Medical Decision Support System. Clinical biochemistry, 3,
  2. Haug PJ, Gardner RM, Evans RS, Rocha B, Rocha (2006). Hospital-Based Decision Support. In "Clinical Decision Support Systems: Theory and Practice (Second Edition)". 8, 159-189.
  3. Pryor TA, Warner HR, Gardner RM, Clayton PD, Haug P (1987). Software Systems in HELP for Development of Hospital Applications.
  4. Haug PJ, Gardner RM, Evans R (1998). Hospital-Based Decision Support. 1, 77-103.

Conference Proceedings

  1. Clayton PD, Haug PJ, Shelton P, Tocino I, Crapo RO, Morrison WJ, Evans RS, Bair TL, Frederick P (1986). Automated Decision-Making in Radiology: Advantages of an Integrated System. 624-628.
  2. Steiner DJ, Coyle JF, Rocha BH, Haug P, Huff S (2004). Medical Data Abstractionism: Fitting an EMR to Radically Evolving Medical Information Systems. 550-4.
  3. Del Fiol G, Haug P (2007). Use of Classification Models based on usage data for selection of Infobutton Resources.
  4. Wigertz OB, Clayton PD, Haug PJ, Pryor T (1987). Design of Knowledge Based Systems for Multiple Use, Truth maintenance and Knowledge Transfer. II, 986-991.
  5. Haug PJ, Frederick P (1989). A Proposal for Computerized Medical Audit in Radiology. 613-617.
  6. Li YC, Haug PJ, Lincoln MJ, Turner CW, Pryor TA, Warner H (1995). Assessing the Behavioral Impact of a Diagnostic Decision Support System. 805-809.
  7. Grandia LC, Pryor TA, Willson DF, Gardner RM, Haug PJ, Huff SM, Farr BR, Lam S (1995). Building a Computer-based Patient Record System in an Evolving Integrated Health System. 3-33.
  8. Aronsky D, Haug P (1997). HELP System: A Review of Decision Support Applications. 61-65.
  9. Haug PJ, Christensen L, Gunderson M, Clemons B, Koehler S, Bauer (1997). A Natural Language Parsing System for Encoding Admitting Diagnoses. 814-818.
  10. Yu H, Haug PJ, Turner C (1989). Embedding Clinical Statistics in a Data Dictionary for Use in an Expert System. 235-241.
  11. Lagor C, Haug P (2004). A pilot chart review to improve an electronic data entry tool. 2004(CD), 1704.
  12. Christensen L, Haug PJ, Fiszman (2001). MPLUS: a probabilistic medical language understanding system.
  13. Aronsky, D. Bradshaw R, Haug P (1998). Validation of a prediction Rule for the Risk Assessment of Patients with Community-Acquired Pneumonia with the HELP System.
  14. Fiszman M, Haug PJ, Frederick P (1998). Automatic Extraction of PIOPED Interpretations from Ventilation/Perfusion (V/Q) Lung Scan Reports. 860-864.
  15. Hukill MJ, Ward KM, Haug PJ, Warner H (1987). MacHELP...Decision Support on the Macintos. 155-157.
  16. Bouhaddou O, Haug PJ, Warner H (1987). Use of the HELP Clinical Database to Build and Test Medical Knowledge. 64-67.
  17. Wigertz OB, Clayton PD, Haug PJ, Pryor T (1988). Expert System Knowledge Transfer. 371-377.
  18. Lincoln MJ, Haug PJ, Yu H, Turner C, Warner H (1989). Expert Biases Prevent Accurate Estimation of Population Statistics for Clustered Disease Frames. 237-241.
  19. Turner C, Lincoln MJ, Haug PJ, Warner H (1989). Clustered Disease Findings: Aspects of Expert Systems. 259-263.
  20. Clayton PD, Haug PJ, Pryor TA, Wigertz (1987). Multiple Uses of Medical Expertise-Information Content, Physician Performance and Consultation. 289-293.
  21. Pryor TA, Clayton PD, Haug PJ, Wigertz O (1987). Design of a Knowledge Driven Hospital Information System. 60-63.
  22. Haug PJ, Warner HR, Clayton PD, Schmidt CD, Pearl JE, Farney R (1986). A Computer-Directed History: Functional Overview and Initial Experience. 849-852.
  23. Haug PJ, Hebertson RM, Heywood RE, Larkin R, Swapp C, Waterfall B, Warner H (1987). Computer-Assisted Pregnancy Management. 158-161.
  24. Haug PJ and Hoak (1990). Veristat: A Support Tool for Knowledge Development. 650-654.
  25. Hripcsak G, Clayton PD, Pryor TA, Haug PJ, Wigertz OB, Van der lei (1990). The Arden Syntax for Medical Logic Modules. 200-204.
  26. Fan C, Lincoln MJ, Haug PJ, Turner C, Warner H (1987). Odyssey: A Program to Access Medical Knowledge. 488-491.
  27. Stevens LE, Huff SM, Haug P (1992). The Development of a Virtual Database to Provide On-Line Access to a Large Archive of Clinical Data. 600-604.
  28. Warner HR, Haug (1983). Medical Data Acquisition Using an Intelligent Machine.
  29. Gerard MJ, Haug PJ, Morrison WJ, Tocino I, Fredrick PR, Crapo RO, Harada SK, Clayton P (1984). A Computer System for Diagnosing Pulmonary Disease. 119-123.
  30. Clayton PD, Haug PJ, Gerard MJ, Morrison WJ, Crapo RO, Tocino I, Harada SK, Frederick P (1984). The Role of Radiology Findings in Automated Decision Making. 521-531.
  31. Haug PJ, Warner H (1984). Decision-Driven Acquisition of Qualitative Data. 189-192.
  32. Clayton PD, Pryor TA, Gardner RM, Haug PJ, Warner H (1985). HELP: A Medical Information System with Decision Making Capability. 127-131.
  33. Haug PJ, Rowe KG, Rich T, Farney R, Pearl J, Schmidt CD, Clayton P (1988). A Comparison of Computer-Administered Histories. 21-25.
  34. Yu H, Haug PJ, Lincoln MJ, Turner C, Warner H (1988). Clustered Knowledge Representation: Increasing the reliability of computerized expert systems. 126-130.
  35. Warner HR, Haug PJ, Bouhaddou O, Lincoln M, Warner HW Jr., Sorenson D, Williamson JW, Fan (1988). ILIAD As An Expert Consultant to Teach Differential Diagnosis. 371-376.
  36. Guo D, Lincoln MJ, Haug PJ, Turner CW, Warner H (1991). Exploring a New Best Information Algorithm for Iliad. 624-628.
  37. Turner CW, Lincoln MJ, Haug PJ, Williamson JW, Jessen SG, Cundick RC, Warner, H (1991). Iliad Training Effects: A Cognitive Model and Empirical Findings. 68-72.
  38. Haug PJ, Koehler S, Lau LM, Wang P, Rocha R, Huff (1994). A Natural Language Understanding System Combining Syntactic and Semantic Techniques. 247-251.

Abstract

  1. Kelly TM, Haug PJ, Cannon RB, Edwards C (1985). A Self-Controlled Study of Continuous Subcutaneous Insulin Infusion on Diabetic Complications. Clinical research, 33, p2a.
  2. Clayton PD, Shelton P, Haug PJ, Harada SK, Tocino I, Morrison WJ, Elliott CG, Collins DV, Frederick P (1986). Differences in Diagnostic Outcome When Chest Films are Read by Different Physicians. Radiology, 161, 204.
  3. Ranum DL, Haug P (1988). Computerized Extraction of Coded Findings from Free Text Radiology Reports. Radiology, 169, 375.
  4. Haug PJ., Clayton PD., Tocino I, Morrison JW, Elliot CG, Collins DV, Frederick P (1989). A Clinical Audit in the Radiology Department Based on Information Theory. Radiology, 173, 352.
  5. Harada SK, Haug PJ, Clayton PD, Shelton P, Tocino I, Morrison WJ, Elliot CG, Collins DV, Frederick P (1987). The Impact of Clinical Information on the Accuracy of Chest Radiograph Interpretation. Radiology, 165, 305.
  6. Haug PJ, Tocino I, Clayton P (1986). Automated Management of Breast Cancer Screening. Radiology, 16, 327.
  7. Haug PJ, Beesley (1990). Automated Selection of Clinical Data to Support Radiographic Interpretation. Radiology, 177, 276.
  8. Aronsky D, Haug P (1999). Stepwise evaluation of a clinical decision support system for identifying patients with community-acquired pneumonia. Swiss medical weekly, Suppl 105/I, 5S.
  9. Aronsky D, Haug P (1999). Design of a probabilistic decision support system for automatically detecting patients with community-acquired pneumonia. Swiss medical weekly, 105/I, 5S.
  10. Sager JT, Haug PJ, Turner CW, Hebertson R (1991). Developing Models to Evaluate Pregnancy Outcomes. 51.
  11. Gibson R, Horn S, Haug PJ, Gardner R (1993). Linking Computerized Severity Index (CSI) with the HELP System patient Database. 93.
  12. Li YC, Wong TW, Haug P (1993). Automated Transformation of A Large Diagnostic Knowledge Base and the Linking to a Hospital Information System. 95.
  13. Henderson, SE, Maack B, Haug PJ, Gardner R (1993). Integration of Dictated Reports into a Computerized Medical Record. 121.
  14. Haug PJ, Davies M, Oberg B, Boam B, Gardner R (1996). Tools for Enterprise Wide Quality Assurance. 104.
  15. Turner CW, Lincoln MJ, Anderson CL, Buchanan J, Cundick R, Grant M, Haug PJ, Sorenson D, Warner HR, Williamson J (1990). Evaluating Iliad as a Tools for Medical Decision Making. 72.
  16. Haug PJ, Clayton PD, Shelton P, Schmidt CD, Pearl JE, Farney RJ, Tocino I, Morrison WJ, Frederick PR, Warner H (1986). A Pulmonary Diagnostic Program for Early Hospitalization. 33.
  17. Huff SM, Warner HR, Bray BE, Sorenson DK, Haug P (1992). Assessing the Completeness of Structured Databases Using Questions and Answers and Expert Systems. 35.
  18. Clayton PD, Haug PJ, Frederick PR, Tocino I, Morrison WJ, Mann FA, Simons M (1986). A System for Automatic Decision-Making in Radiology.
  19. Rocha RA, Huff SM, Haug PJ, Koehler S, Wang (1984). Towards a Representation Scheme for Clinical Data. 93.