Machine learning versus conventional clinical methods in guiding management of heart failure patients—a systematic review

Machine learning versus conventional clinical methods in guiding management of heart failure patients—a systematic review

Machine learning (ML) algorithms “learn” information directly from data, and their performance improves proportionally with the number of high-quality samples. The aim of our systematic review is to present the state of the art regarding the implementation of ML techniques in the management of heart...

Full description

Bibliographic Details
Main Authors: Bazoukis, George, Stavrakis, Stavros, Zhou, Jiandong, Bollepalli, Sandeep Chandra, Tse, Gary, Zhang, Qingpeng, Singh, Jagmeet P, Armoundas, Antonis A.
Other Authors: Massachusetts Institute of Technology. Institute for Medical Engineering & Science
Format: Article
Language:English
Published: Springer Science and Business Media LLC 2021
Online Access:https://hdl.handle.net/1721.1/129544

Internet

https://hdl.handle.net/1721.1/129544

Similar Items