Peter J. Haug

Peter J. Haug, MD, FACMI

Languages spoken: English

Academic Information

Departments Primary - Biomedical Informatics

Academic Office Information

Peter.Haug@hsc.utah.edu

Board Certification

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

Research Interests

  • Clinical Decision Support Systems
  • Medical Information Systems
  • Natural Language Processing
  • Ontology
  • Predictive Modeling
  • Machine Learning/ Artifical Intelligence

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

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

Selected Publications

Journal Article

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

Book Chapter

  1. Haug PJ, Gardner RM, Evans RS, Rocha B, Rocha R (2006). Hospital-Based Decision Support. In "Clinical Decision Support Systems: Theory and Practice (Second Edition)". In Eta S. Berner (Ed.) (second, 8, pp. 159-189). Springer-Verlag.
  2. Haug PJ, Gardner RM, Evans RS (1998). Hospital-Based Decision Support. In Berner ES (Ed.), Clinical Decision Support Systems: Theory and Practice (1, pp. 77-103).
  3. Clayton PD, Evans RS, Pryor TA, Gardner RM, Haug PJ, Warner HR (1987). Data Driven Interpretation of Laboratory Results in the Context of a Medical Decision Support System. In Curtius, Roth (Eds.), Clin Biochem (3).
  4. Pryor TA, Warner HR, Gardner RM, Clayton PD, Haug PJ (1987). Software Systems in HELP for Development of Hospital Applications. In Orthner H, Blum B (Eds.), Methods for Developing Clinical Information Systems. Springer Verlag.

Conference Proceedings

  1. Del Fiol G, Haug PJ (2007). Use of Classification Models based on usage data for selection of Infobutton Resources. AMIA Annu Symp Proc.
  2. Steiner DJ, Coyle JF, Rocha BH, Haug P, Huff SM (2004). Medical Data Abstractionism: Fitting an EMR to Radically Evolving Medical Information Systems. Medinfo, 550-4.
  3. Lagor C, Haug PJ (2004). A pilot chart review to improve an electronic data entry tool. Medinfo, 2004(CD), 1704.
  4. Christensen L, Haug PJ, Fiszman M (2001). MPLUS: a probabilistic medical language understanding system. Proceedings of the 40th Annual Meeting of the ACL.
  5. Aronsky, D Bradshaw R, Haug PJ (1998). Validation of a prediction Rule for the Risk Assessment of Patients with Community-Acquired Pneumonia with the HELP System. Neuchatel: Conference of Swiss Medical Informatics Association.
  6. Fiszman M, Haug PJ, Frederick PR (1998). Automatic Extraction of PIOPED Interpretations from Ventilation/Perfusion (V/Q) Lung Scan Reports. Proceedings of the 1998 AMIA Annual Fall Symposium, 860-864.
  7. Aronsky D, Haug PJ (1997). HELP System: A Review of Decision Support Applications. Klinikinformationssysteme von der Theorie zur Praxis, 61-65.
  8. Haug PJ, Christensen L, Gunderson M, Clemons B, Koehler S, Bauer K (1997). A Natural Language Parsing System for Encoding Admitting Diagnoses. Proceedings of the 1997 AMIA Annual Fall Symposium, 814-818.
  9. Grandia LC, Pryor TA, Willson DF, Gardner RM, Haug PJ, Huff SM, Farr BR, Lam SH (1995). Building a Computer-based Patient Record System in an Evolving Integrated Health System. First Annual Nicholas E. Davies CPR Recognition Symposium Proceedings, 3-33.
  10. Li YC, Haug PJ, Lincoln MJ, Turner CW, Pryor TA, Warner HH (1995). Assessing the Behavioral Impact of a Diagnostic Decision Support System. Nineteenth Annual Symposium on Computer Applications in Medical Care, 805-809.
  11. Haug PJ, Koehler S, Lau LM, Wang P, Rocha R, Huff S (1994). A Natural Language Understanding System Combining Syntactic and Semantic Techniques. Eighteenth Annual Symposium on Computer Applications in Medical Care, 247-251.
  12. Stevens LE, Huff SM, Haug PJ (1992). The Development of a Virtual Database to Provide On-Line Access to a Large Archive of Clinical Data. Sixteenth Annual Symposium on Computer Applications in Medical Care, 600-604.
  13. Guo D, Lincoln MJ, Haug PJ, Turner CW, Warner HR (1991). Exploring a New Best Information Algorithm for Iliad. Fifteenth Annual Symposium on Computer Applications in Medical Care, 624-628.
  14. Turner CW, Lincoln MJ, Haug PJ, Williamson JW, Jessen SG, Cundick RC, Warner, HR (1991). Iliad Training Effects: A Cognitive Model and Empirical Findings. Fifteenth Annual Symposium on Computer Applications in Medical Care, 68-72.
  15. Haug PJ and Hoak S (1990). Veristat: A Support Tool for Knowledge Development. Fourteenth Annual Symposium on Computer Applications in Medical Care, 650-654.
  16. Hripcsak G, Clayton PD, Pryor TA, Haug PJ, Wigertz OB, Van der lei J (1990). The Arden Syntax for Medical Logic Modules. Fourteenth Annual Symposium on Computer Applications in Medical Care, 200-204.
  17. Haug PJ, Frederick PR (1989). A Proposal for Computerized Medical Audit in Radiology. Victoria, B.C, Canada: Medical Informatics and Education International Symposium, 613-617.
  18. Lincoln MJ, Haug PJ, Yu H, Turner C, Warner HR (1989). Expert Biases Prevent Accurate Estimation of Population Statistics for Clustered Disease Frames. Victoria, B.C., Canada: Medical Informatics and Education International Symposium, 237-241.
  19. Turner C, Lincoln MJ, Haug PJ, Warner HR (1989). Clustered Disease Findings: Aspects of Expert Systems. Victoria, B.C., Canada: Medical Informatics and Education International Symposium, 259-263.
  20. Yu H, Haug PJ, Turner CW (1989). Embedding Clinical Statistics in a Data Dictionary for Use in an Expert System. Thirteenth Annual Symposium on Computer Applications in Medical Care, 235-241.
  21. Haug PJ, Rowe KG, Rich T, Farney R, Pearl J, Schmidt CD, Clayton PD (1988). A Comparison of Computer-Administered Histories. Proceedings AAMSI Congress, 21-25.
  22. Yu H, Haug PJ, Lincoln MJ, Turner C, Warner HR (1988). Clustered Knowledge Representation: Increasing the reliability of computerized expert systems. Twelfth Annual Symposium on Computer Applications in Medical Care, 126-130.
  23. Warner HR, Haug PJ, Bouhaddou O, Lincoln M, Warner HW Jr, Sorenson D, Williamson JW, Fan C (1988). ILIAD As An Expert Consultant to Teach Differential Diagnosis. Twelfth Annual Symposium on Computer Applications in Medical Care, 371-376.
  24. Wigertz OB, Clayton PD, Haug PJ, Pryor TA (1988). Expert System Knowledge Transfer. Expert Systems and Decision Support in Medicine, 371-377.
  25. Wigertz OB, Clayton PD, Haug PJ, Pryor TA (1987). Design of Knowledge Based Systems for Multiple Use, Truth maintenance and Knowledge Transfer. Proc. Medical Informatics Europe Conference, II, 986-991.
  26. Clayton PD, Haug PJ, Pryor TA, Wigertz O (1987). Multiple Uses of Medical Expertise-Information Content, Physician Performance and Consultation. Proceedings AAMSI Congress, 289-293.
  27. Pryor TA, Clayton PD, Haug PJ, Wigertz OB (1987). Design of a Knowledge Driven Hospital Information System. Proceedings of the Eleventh Annual Symposium on Computer Applications in Medical Care, 60-63.
  28. Haug PJ, Hebertson RM, Heywood RE, Larkin R, Swapp C, Waterfall B, Warner HR (1987). Computer-Assisted Pregnancy Management. Proceedings of the Eleventh Annual Symposium on Computer Applications in Medical Care , 158-161.
  29. Hukill MJ, Ward KM, Haug PJ, Warner HR (1987). MacHELP...Decision Support on the Macintos. Proceedings of the Eleventh Annual Symposium on Computer Applications in Medical Care, 155-157.
  30. Fan C, Lincoln MJ, Haug PJ, Turner C, Warner HR (1987). Odyssey: A Program to Access Medical Knowledge. Proceedings of the Eleventh Annual Symposium on Computer Applications in Medical Care, 488-491.
  31. Bouhaddou O, Haug PJ, Warner HR (1987). Use of the HELP Clinical Database to Build and Test Medical Knowledge. Proceedings of the Eleventh Annual Symposium on Computer Applications in Medical Care, 64-67.
  32. Haug PJ, Warner HR, Clayton PD, Schmidt CD, Pearl JE, Farney RJ (1986). A Computer-Directed History: Functional Overview and Initial Experience. North Holland: MEDINFO 86, 849-852.
  33. Clayton PD, Haug PJ, Shelton P, Tocino I, Crapo RO, Morrison WJ, Evans RS, Bair TL, Frederick PR (1986). Automated Decision-Making in Radiology: Advantages of an Integrated System. In Salaman R, Blum B and Jorgenson M., editors (Eds.), In MEDINFO 86, North Holland, 624-628.
  34. Clayton PD, Pryor TA, Gardner RM, Haug PJ, Warner HR (1985). HELP: A Medical Information System with Decision Making Capability. Helsinki: Proceedings Medical Informatics Europe 85, 127-131.
  35. Clayton PD, Haug PJ, Gerard MJ, Morrison WJ, Crapo RO, Tocino I, Harada SK, Frederick PR (1984). The Role of Radiology Findings in Automated Decision Making. St. Louis: Proceedings 8th ACR Conf. on Computer Applications in Radiology, 521-531.
  36. Gerard MJ, Haug PJ, Morrison WJ, Tocino I, Fredrick PR, Crapo RO, Harada SK, Clayton PD (1984). A Computer System for Diagnosing Pulmonary Disease. San Francisco: Proceedings American Association Medical Informatics, 119-123.
  37. Haug PJ, Warner HR (1984). Decision-Driven Acquisition of Qualitative Data. Washington, DC: Proceedings of the 8th Annual Symposium on Computer Applications in Medical Care, 189-192.
  38. Warner HR, Haug P (1983). Medical Data Acquisition Using an Intelligent Machine. Amsterdam: Proceedings of Medinfo 83 Seminar.

Abstract

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

Patent

  1. Haug PJ, Koehler SB, Christensen LM, Gundersen ML, Van Bree RE (2003). A Probabilistic System for natural Language Processing. U.S. Patent No. 6,556,964. Washington, D.C.:U.S. Patent and Trademark Office.