Development and Multi-center Validation of Machine Learning Models for Adverse Events after Cardiac Surgery
Qingchu Jin1, PhD; Saeed Amal1,7, PhD; Jaime B. Rabb2, MPH; Felistas Mazhude2, MBChB, MPH; Venkatesh Shivandi1,3, BS; Negin Maddah4,5, BS; Amin Ramezani4, PhD; Farhad R. Nezami4, PhD; Robert S. Kramer2, MD; Douglas B. Sawyer2,6, MD, PhD; Raimond L. Winslow1,3,7,8, PhD
1 Roux Institute at Northeastern University, Portland ME, USA,
2 Mainehealth Maine Medical Center, Portland, ME, USA,
3 Koury College of Computer Science, Northeastern University, Boston MA, USA,
4 Cardiac Surgery Division, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA,
5 Department of Mechanical and Industrial Engineering, Northeastern University, Boston, MA, USA,
6 MaineHealth Institute for Research, Portland ME, USA,
7 Department of Bioengineering, Northeastern University, Boston MA, USA,
8 School of Clinical and Rehabilitation Sciences, Northeastern University, Boston MA, USA,