Reasoning About State From Causation and Time in a Medical Domain. - William J. Long (AAAI, 1983)

A Control Structure for Time Dependent Reasoning. - William J. Long; Thomas A. Russ (IJCAI, 1983)

Medical Diagnosis using a probabilistic causal network. - William J. Long (Appl. Artif. Intell., 1989)

Flexible reasoning about patient management using multiple models. - William J. Long (Artif. Intell. Medicine, 1991)

Original investigations: Evaluation of a New Method for Cardiovascular Reasoning. - William J. Long; Shapur Naimi; M. G. Criscitiello (J. Am. Medical Informatics Assoc., 1994)

Temporal reasoning for diagnosis in a causal probabilistic knowledge base. - William J. Long (Artif. Intell. Medicine, 1996)

Comparing Complex Diagnoses: A Formative Evaluation of the Heart Disease Program. - Hamish S. F. Fraser; William J. Long; Shapur Naimi (AMIA, 1997)

Collecting and Interpreting Temporal Data in an Expert System. - William J. Long; Hamish Fraser 001; Shapur Naimi; James E. Stahl (AMIA, 1997)

Reasoning requirements for diagnosis of heart disease. - William J. Long; Hamish S. F. Fraser; Shapur Naimi (Artif. Intell. Medicine, 1997)

Differential diagnoses of the heart disease program have better sensitivity than resident physicians. - Hamish S. F. Fraser; William J. Long; Shapur Naimi (AMIA, 1998)

Interfacing the Heart Disease Program to Coded Data. - William J. Long; Hamish Fraser 001; Shapur Naimi (AMIA, 1998)

Using Classification Tree and Logistic Regression Methods to Diagnose Myocardial Infarction. - Christine L. Tsien; Hamish S. F. Fraser; William J. Long; R. Lee Kennedy (MedInfo, 1998)

CompareDx: a Software Toolkit for Measuring the Performance of Programs that Generate Multiple Diagnoses. - Hamish S. F. Fraser; William J. Long (AMIA, 1999)

Evaluating a Decision Support System Using the Web. - Hamish S. F. Fraser; William J. Long; Shapur Naimi (AMIA, 1999)

The Heart Disease Program: Assisting Diagnosis. - William J. Long; Hamish Fraser 001; Shapur Naimi (AMIA, 1999)

New approaches to measuring the performance of programs that generate differential diagnoses using ROC curves and other metrics. - Hamish Fraser 001; Shapur Naimi; William J. Long (AMIA, 2000)

Developing a Program for Tracking Heart Failure. - William J. Long; Hamish Fraser 001; Shapur Naimi; Kathleen Perry; Linda Cotter; Marvin A. Konstam (AMIA, 2000)

Medical informatics: reasoning methods. - William J. Long (Artif. Intell. Medicine, 2001)

Parsing Free Text Nursing Notes. - William J. Long (AMIA, 2003)

Research Paper: Evaluation of a Cardiac Diagnostic Program in a Typical Clinical Setting. - Hamish S. F. Fraser; William J. Long; Shapur Naimi (J. Am. Medical Informatics Assoc., 2003)

Natural Language Processing of Spoken Diet Records (SDRs). - Ronilda C. Lacson; William J. Long (AMIA, 2006)

Integrating Data, Models, and Reasoning in Critical Care. - Thomas Heldt; William J. Long; George C. Verghese; Peter Szolovits; Roger G. Mark (EMBC, 2006)

Automatic analysis of medical dialogue in the home hemodialysis domain: Structure induction and summarization. - Ronilda C. Lacson; Regina Barzilay; William J. Long (J. Biomed. Informatics, 2006)

Lessons Extracting Diseases from Discharge Summaries. - William J. Long (AMIA, 2007)

Automated de-identification of free-text medical records. - Ishna Neamatullah; Margaret M. Douglass; Li-Wei H. Lehman; Andrew T. Reisner; Mauricio Villarroel; William J. Long; Peter Szolovits; George B. Moody; Roger G. Mark; Gari D. Clifford (BMC Medical Informatics Decis. Mak., 2008)

Risk Stratification of ICU Patients Using Topic Models Inferred from Unstructured Progress Notes. - Li-Wei H. Lehman; Mohammed Saeed 001; William J. Long; Joon Lee; Roger G. Mark (AMIA, 2012)

Latent topic discovery of clinical concepts from hospital discharge summaries of a heterogeneous patient cohort. - Li-Wei H. Lehman; William J. Long; Mohammed Saeed 001; Roger G. Mark (EMBC, 2014)

Phenotyping hypotensive patients in critical care using hospital discharge summaries. - Yang Dai; Sharukh Lokhandwala; William J. Long; Roger G. Mark; Li-Wei H. Lehman (BHI, 2017)

Estimating patient's health state using latent structure inferred from clinical time series and text. - Aaron Zalewski; William J. Long; Alistair E. W. Johnson; Roger G. Mark; Li-Wei H. Lehman (BHI, 2017)