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☆ BeatAI: Multimodal Transformer Platform to Predict Postoperative Atrial Fibrillation Using Continuous ECG and Wearable Signals

Negin Maddah 1and5, Amin Ramezani 1, Melina Heine 2, Ali Homaei 1, Leonard Simeth 2, Laura Mazuera 2, Asishana Osho 3, Jochen D. Muehlschlegel 4, Jakob Wollborn 2, Farhad R Nezami 1

1 Department of Surgery, Brigham and Women Hospital, Harvard Medical School, Boston, MA,
2 Department of Anesthesiology, Brigham and Women’s Hospital, Mass General Brigham, Harvard Medical School, Boston, MA, USA,
3 Division of Cardiac Surgery, Department of Surgery, Massachusetts General Hospital, Mass General Brigham, Harvard Medical School, Boston, MA, USA,
4 Department of Anesthesiology and Critical Care Medicine, The Johns Hopkins University School of Medicine, Baltimore, MD, USA,
5 College of Engineering, Northeastern University, Boston, MA