Published on in Vol 6, No 1 (2018): January

Evaluating Machine Learning–Based Automated Personalized Daily Step Goals Delivered Through a Mobile Phone App: Randomized Controlled Trial

Evaluating Machine Learning–Based Automated Personalized Daily Step Goals Delivered Through a Mobile Phone App: Randomized Controlled Trial

Evaluating Machine Learning–Based Automated Personalized Daily Step Goals Delivered Through a Mobile Phone App: Randomized Controlled Trial

Mo Zhou 1, MS;  Yoshimi Fukuoka 2, 3, RN, PhD, FAAN;  Yonatan Mintz 1, MS;  Ken Goldberg 1, 4, PhD;  Philip Kaminsky 1, PhD;  Elena Flowers 2, 5, RN, PhD;  Anil Aswani 1, PhD

1 Department of Industrial Engineering and Operations Research, University of California , Berkeley, CA, US

2 Department of Physiological Nursing, School of Nursing, University of California, San Francisco, CA, US

3 Institute for Health & Aging, School of Nursing, University of California, San Francisco, CA, US

4 Department of Electrical Engineering and Computer Sciences, University of California , Berkeley, CA, US

5 Institute for Human Genetics , University of California, San Francisco, CA, US

Corresponding Author:

  • Anil Aswani, PhD
  • Department of Industrial Engineering and Operations Research
  • University of California
  • 4119 Etcheverry Hall
  • Berkeley, CA
  • US
  • Phone: 1 510-664-9114
  • Email: aaswani@berkeley.edu