William DuMouchel

Research.com Recognitions

• 1981 - Fellow of the American Statistical Association (ASA)

Overview

Best Publications

• Bayesian Data Mining in Large Frequency Tables, with an Application to the FDA Spontaneous Reporting System

  William Dumouchel

  1035
  Citations

• A Meta-analysis of 16 Randomized Controlled Trials to Evaluate Computer-Based Clinical Reminder Systems for Preventive Care in the Ambulatory Setting

  Steven Shea;William DuMouchel;Lisa Bahamonde

  795
  Citations

• Computer Intrusion: Detecting Masquerades

  Matthias Schonlau;William DuMouchel;Wen-Hua Ju;Alan F. Karr

  585
  Citations

• Unlocking Clinical Data from Narrative Reports: A Study of Natural Language Processing

  George Hripcsak;Carol Friedman;Philip O. Alderson;William DuMouchel

  462
  Citations

• Novel data-mining methodologies for adverse drug event discovery and analysis.

  Rave Harpaz;William DuMouchel;William DuMouchel;Nigam H. Shah;David Madigan;David Madigan

  448
  Citations

• The New Jersey Data Reduction Report.

  Daniel Barbará;William DuMouchel;Christos Faloutsos;Peter J. Haas

  381
  Citations

• Empirical bayes screening for multi-item associations

  William DuMouchel;Daryl Pregibon

  367
  Citations

• Performance of pharmacovigilance signal-detection algorithms for the FDA adverse event reporting system.

  Rave Harpaz;William DuMouchel;Paea LePendu;Anna Bauer-Mehren

  354
  Citations

• Interpreting observational studies: why empirical calibration is needed to correct p‐values

  Martijn J. Schuemie;Patrick B. Ryan;William DuMouchel;William DuMouchel;Marc A. Suchard;Marc A. Suchard

  250
  Citations

• A simple Bayesian modification of D-optimal designs to reduce dependence on an assumed model

  Unknown

  219
  Citations

• Combing signals from spontaneous reports and electronic health records for detection of adverse drug reactions.

  Rave Harpaz;Rave Harpaz;Santiago Vilar;William DuMouchel;Hojjat Salmasian

  206
  Citations

• Evaluating the Impact of Database Heterogeneity on Observational Study Results

  David Madigan;Patrick B. Ryan;Martijn Schuemie;Paul E. Stang

  205
  Citations

• Natural language processing in an operational clinical information system

  Carol Friedman;George Hripcsak;William DuMouchel;Stephen B. Johnson

  196
  Citations

• Squashing flat files flatter

  William DuMouchel;Chris Volinsky;Theodore Johnson;Corinna Cortes

  189
  Citations

• Disproportionality analysis using empirical Bayes data mining: a tool for the evaluation of drug interactions in the post-marketing setting

  June S. Almenoff;June S. Almenoff;William DuMouchel;L. Allen Kindman;Xionghu Yang

  150
  Citations

• Comparative performance of two quantitative safety signalling methods: implications for use in a pharmacovigilance department.

  June S. Almenoff;Karol K. LaCroix;Nancy A. Yuen;David Fram

  141
  Citations

• Toward enhanced pharmacovigilance using patient-generated data on the internet.

  Ryen W. White;Rave Harpaz;Nigam H. Shah;William DuMouchel;William DuMouchel

  103
  Citations

• Likelihood-Based Data Squashing: A Modeling Approach to Instance Construction

  David Madigan;Nandini Raghavan;William Dumouchel;Martha Nason

  99
  Citations

• A comparison of the empirical performance of methods for a risk identification system

  Patrick B. Ryan;Patrick B. Ryan;Paul E. Stang;Paul E. Stang;J. Marc Overhage;J. Marc Overhage;Marc A. Suchard;Marc A. Suchard

  98
  Citations

• Computer-generated Informational Messages Directed to Physicians: Effect on Length of Hospital Stay

  Steven Shea;Robert V. Sideli;William DuMouchel;Gerald Pulver

  77
  Citations

• Medical decision support: experience with implementing the Arden Syntax at the Columbia-Presbyterian Medical Center.

  R. A. Jenders;G. Hripcsak;R. V. Sideli;W. DuMouchel

  72
  Citations

• Adaptation of Bayesian Data Mining Algorithms to Longitudinal Claims Data: Coxib Safety as an Example

  Jeffrey R. Curtis;Hong Cheng;Elizabeth Delzell;David Fram

  65
  Citations

• A fast computer intrusion detection algorithm based on hypothesis testing of command transition probabilities

  William DuMouchel;Matthias Schonlau

  63
  Citations

• Antipsychotics, glycemic disorders, and life-threatening diabetic events: a Bayesian data-mining analysis of the FDA adverse event reporting system (1968-2004).

  William DuMouchel;David Fram;Xionghu Yang;Ramy A. Mahmoud

  57
  Citations

• Machine learning guided association of adverse drug reactions with in vitro target-based pharmacology

  Robert Ietswaart;Seda Arat;Amanda X. Chen;Saman Farahmand

  56
  Citations

• A time-indexed reference standard of adverse drug reactions

  Rave Harpaz;David Odgers;Greg Gaskin;William DuMouchel

  39
  Citations

• Evaluation of Disproportionality Safety Signaling Applied to Healthcare Databases

  William DuMouchel;William DuMouchel;Patrick B. Ryan;Patrick B. Ryan;Martijn J. Schuemie;Martijn J. Schuemie;David Madigan;David Madigan

  33
  Citations