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

New Methods (944) Smoking Cessation (557) Machine Learning (1465) Prevention and Health Promotion (987) Imaging Informatics (193) Environmental Health (79) Visualization in eHealth (58) Ecological Momentary Assessment (EMA) (311) Mobile Health (mhealth) (2941) Artificial Intelligence (1371)

Published on in Vol 23, No 11 (2021): November

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/27875, first published .
Prediction of Smoking Risk From Repeated Sampling of Environmental Images: Model Validation

Prediction of Smoking Risk From Repeated Sampling of Environmental Images: Model Validation

Prediction of Smoking Risk From Repeated Sampling of Environmental Images: Model Validation

Authors of this article:

Matthew M Engelhard1 Author Orcid Image ;   Joshua D'Arcy1 Author Orcid Image ;   Jason A Oliver1 Author Orcid Image ;   Rachel Kozink1 Author Orcid Image ;   F Joseph McClernon1 Author Orcid Image
Article Authors Cited by (1) Tweetations (2) Metrics

Matthew M Engelhard   1 , MD, PhD ;   Joshua D'Arcy   1 , MEng, MD ;   Jason A Oliver   1 , PhD ;   Rachel Kozink   1 , MSc ;   F Joseph McClernon   1 , PhD

1 Department of Biostatistics & Bioinformatics, Duke University School of Medicine, Durham, NC, United States

Corresponding Author:

  • Matthew M Engelhard, MD, PhD
  • Department of Biostatistics & Bioinformatics
  • Duke University School of Medicine
  • 2608 Erwin Rd
  • Durham, NC, 27705
  • United States
  • Phone: 1 919 613 3665
  • Email: m.engelhard@duke.edu