This paper is in the following e-collection/theme issue:

Machine Learning (1501) Clinical Information and Decision Making (1434) Secondary Use of Clinical Data for Research and Surveillance (375) Tools, Programs and Algorithms (275) Decision Support for Health Professionals (1210) Electronic Health Records (1068)

Published on in Vol 10, No 3 (2022): March

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/30104, first published .
A Data-Driven Algorithm to Recommend Initial Clinical Workup for Outpatient Specialty Referral: Algorithm Development and Validation Using Electronic Health Record Data and Expert Surveys

A Data-Driven Algorithm to Recommend Initial Clinical Workup for Outpatient Specialty Referral: Algorithm Development and Validation Using Electronic Health Record Data and Expert Surveys

A Data-Driven Algorithm to Recommend Initial Clinical Workup for Outpatient Specialty Referral: Algorithm Development and Validation Using Electronic Health Record Data and Expert Surveys

Authors of this article:

Wui Ip1 Author Orcid Image ;   Priya Prahalad1 Author Orcid Image ;   Jonathan Palma2 Author Orcid Image ;   Jonathan H Chen3, 4 Author Orcid Image
Article Authors Cited by (3) Tweetations (10) Metrics

Wui Ip   1 , MD ;   Priya Prahalad   1 , MD, PhD ;   Jonathan Palma   2 , MSc, MD ;   Jonathan H Chen   3, 4 , MD, PhD

1 Department of Pediatrics, Stanford University School of Medicine, Palo Alto, CA, United States

2 Neonatology & Perinatal Medicine, Orlando Health Winnie Palmer Hospital for Women & Babies, Orlando, FL, United States

3 Department of Medicine, Stanford University School of Medicine, Palo Alto, CA, United States

4 Stanford Center for Biomedical Informatics Research, Stanford, CA, United States

Corresponding Author:

  • Wui Ip, MD
  • Department of Pediatrics
  • Stanford University School of Medicine
  • 453 Quarry Road, MC 5660
  • Palo Alto, CA, 94304
  • United States
  • Phone: 1 6507234000
  • Email: wui@stanford.edu