Machine Learning Algorithms to Detect Sex in Myocardial Perfusion Imaging

• Published in: Frontiers in cardiovascular medicine Vol. 8; p. 741679
• Main Authors: Souza Filho, Erito Marques de, Fernandes, Fernando de Amorim, Portela, Maria Gabriela Ribeiro, Newlands, Pedro Heliodoro, Carvalho, Lucas Nunes Dalbonio de, Santos, Tadeu Francisco dos, Santos, Alair Augusto Sarmet M. D. dos, Mesquita, Evandro Tinoco, Seixas, Flávio Luiz, Mesquita, Claudio Tinoco, Gismondi, Ronaldo Altenburg
• Format: Journal Article
• Language: English
• Published: Frontiers Media S.A 29.10.2021
• Subjects: Cardiovascular Medicine; general data protection regulation; health care; machine learning; myocardial perfusion imaging; sex

Myocardial perfusion imaging (MPI) is an essential tool used to diagnose and manage patients with suspected or known coronary artery disease. Additionally, the General Data Protection Regulation (GDPR) represents a milestone about individuals' data security concerns. On the other hand, Machine...