A Masked Language Model for Multi-Source EHR Trajectories Contextual Representation Learning. - Ali Amirahmadi; Mattias Ohlsson; Kobra Etminani; Olle Melander; Jonas Björk (MIE, 2023)

Deep learning prediction models based on EHR trajectories: A systematic review. - Ali Amirahmadi; Mattias Ohlsson; Kobra Etminani (J. Biomed. Informatics, 2023)

Graph Neural Networks for Heart Failure Prediction on an EHR-Based Patient Similarity Graph. - Heloísa Oss Boll; Ali Amirahmadi; Amira Soliman 002; Stefan Byttner; Mariana Recamonde Mendoza (CoRR, 2024)

Graph neural networks for clinical risk prediction based on electronic health records: A survey. - Heloísa Oss Boll; Ali Amirahmadi; Mirfarid Musavian Ghazani; Wagner Ourique de Morais; Edison Pignaton de Freitas; Amira Soliman 002; Farzaneh Etminani; Stefan Byttner; Mariana Recamonde Mendoza (J. Biomed. Informatics, 2024)