Published on in Vol 13 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/64972, first published .
Machine Learning–Based Risk Factor Analysis and Prediction Model Construction for the Occurrence of Chronic Heart Failure: Health Ecologic Study

Machine Learning–Based Risk Factor Analysis and Prediction Model Construction for the Occurrence of Chronic Heart Failure: Health Ecologic Study

Machine Learning–Based Risk Factor Analysis and Prediction Model Construction for the Occurrence of Chronic Heart Failure: Health Ecologic Study

Qian Xu   1 , BSN ;   Xue Cai   2 , PhD ;   Ruicong Yu   1 , BSN ;   Yueyue Zheng   3 , BSN ;   Guanjie Chen   4 , MSN ;   Hui Sun   1 , BSN ;   Tianyun Gao   1 , BSN ;   Cuirong Xu   5 , MSN ;   Jing Sun   6 , Prof Dr

1 School of Medicine, Southeast University, Nanjing, China

2 Department of Respiratory and Critical Care, Zhongda Hospital Southeast University, Nanjing, China

3 Department of Geriatrics, Zhongda Hospital Southeast University, Nanjing, China

4 Department of Intensive Care, Zhongda Hospital Southeast University, Nanjing, China

5 Department of Nursing, Zhongda Hospital Southeast University, Nanjing, China

6 Rural Health Research Institute, Charles Sturt University, Orange, Australia

Corresponding Author:

  • Cuirong Xu, MSN
  • Department of Nursing
  • Zhongda Hospital Southeast University
  • No.87 Dingjiaqiao
  • Nanjing, 210009
  • China
  • Phone: 86 13912990156
  • Fax: 86 02583272077
  • Email: xucuirong67@126.com