William DuMouchel

Publication Activity (10 Years)

Years Active: 1990-2017
Publications (10 Years): 3

Top Topics

Signal Detection

Adverse Drug Reactions

Empirical Bayes

Top Venues

J. Biomed. Informatics

J. Am. Medical Informatics Assoc.

Publications

Rave Harpaz, William DuMouchel, Martijn J. Schuemie, Olivier Bodenreider, Carol Friedman, Eric Horvitz, Anna Ripple, Alfred Sorbello, Ryen W. White, Rainer Winnenburg, Nigam H. Shah
Toward multimodal signal detection of adverse drug reactions. J. Biomed. Informatics 76 (2017)
Rave Harpaz, William DuMouchel
Extracting Positive Mentions of Adverse Drug Reactions from Product Labels using a Machine Learning Centric Approach. TAC (2017)
Ryen W. White, Sheng Wang, Apurv Pant, Rave Harpaz, Pushpraj Shukla, Walter Sun, William DuMouchel, Eric Horvitz
Early identification of adverse drug reactions from search log data. J. Biomed. Informatics 59 (2016)
Rave Harpaz, Santiago Vilar, William DuMouchel, Hojjat Salmasian, Krystl Haerian, Nigam H. Shah, Herbert S. Chase, Carol Friedman
Combing signals from spontaneous reports and electronic health records for detection of adverse drug reactions. J. Am. Medical Informatics Assoc. 20 (3) (2013)
Rave Harpaz, William DuMouchel, Paea LePendu, Nigam H. Shah
Empirical bayes model to combine signals of adverse drug reactions. KDD (2013)
David M. Fram, June S. Almenoff, William DuMouchel
Empirical Bayesian data mining for discovering patterns in post-marketing drug safety. KDD (2003)
William DuMouchel, Deepak K. Agarwal
Applications of sampling and fractional factorial designs to model-free data squashing. KDD (2003)
David Madigan, Nandini Raghavan, William DuMouchel, Martha Nason, Christian Posse, Greg Ridgeway
Likelihood-Based Data Squashing: A Modeling Approach to Instance Construction. Data Min. Knowl. Discov. 6 (2) (2002)
William DuMouchel, Daryl Pregibon
Empirical bayes screening for multi-item associations. KDD (2001)
William DuMouchel, Chris Volinsky, Theodore Johnson, Corinna Cortes, Daryl Pregibon
Squashing Flat Files Flatter. KDD (1999)
William DuMouchel, Matthias Schonlau
A Fast Computer Intrusion Detection Algorithm Based on Hypothesis Testing of Command Transition Probabilities. KDD (1998)
Daniel Barbará, William DuMouchel, Christos Faloutsos, Peter J. Haas, Joseph M. Hellerstein, Yannis E. Ioannidis, H. V. Jagadish, Theodore Johnson, Raymond T. Ng, Viswanath Poosala, Kenneth A. Ross, Kenneth C. Sevcik
The New Jersey Data Reduction Report. IEEE Data Eng. Bull. 20 (4) (1997)
Steven Shea, William DuMouchel, Lisa Bahamonde
Research Paper: A Meta-analysis of 16 Randomized Controlled Trials to Evaluate Computer-Based Clinical Reminder Systems for Preventive Care in the Ambulatory Setting. J. Am. Medical Informatics Assoc. 3 (6) (1996)
Carol Friedman, George Hripcsak, William DuMouchel, Stephen B. Johnson, Paul D. Clayton
Natural language processing in an operational clinical information system. Nat. Lang. Eng. 1 (1) (1995)
William DuMouchel, Carol Friedman, George Hripcsak, Stephen B. Johnson, Paul D. Clayton
Two Applications of Statistical Modelling to Natural Language Processing. AISTATS (1995)
Steven Shea, Robert V. Sideli, William DuMouchel, Gerald Pulver, Raymond R. Arons, Paul D. Clayton
Research Paper: Computer-generated Informational Messages Directed to Physicians: Effect on Length of Hospital Stay. J. Am. Medical Informatics Assoc. 2 (1) (1995)
William DuMouchel
The structure, design principle, and strategies of Mulreg. Ann. Math. Artif. Intell. 2 (1990)