Screening for Chagas disease from the electrocardiogram using a deep neural network.

• Main Authors: Carl Jidling (Author), Daniel Gedon (Author), Thomas B Schön (Author), Claudia Di Lorenzo Oliveira (Author), Clareci Silva Cardoso (Author), Ariela Mota Ferreira (Author), Luana Giatti (Author), Sandhi Maria Barreto (Author), Ester C Sabino (Author), Antonio L P Ribeiro (Author), Antônio H Ribeiro (Author)
• Format: Book
• Published: Public Library of Science (PLoS), 2023-07-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

<h4>Background</h4>Worldwide, it is estimated that over 6 million people are infected with Chagas disease (ChD). It is a neglected disease that can lead to severe heart conditions in its chronic phase. While early treatment can avoid complications, the early-stage detection rate is low....