Readmission prediction using deep learning on electronic health records. - Awais Ashfaq; Anita Pinheiro Sant'Anna; Markus Lingman; Slawomir Nowaczyk (J. Biomed. Informatics, 2019)

Pitfalls of medication adherence approximation through EHR and pharmacy records: Definitions, data and computation. - Alexander Galozy; Slawomir Nowaczyk; Anita Pinheiro Sant'Anna; Mattias Ohlsson; Markus Lingman (Int. J. Medical Informatics, 2020)

KAFE: Knowledge and Frequency Adapted Embeddings. - Awais Ashfaq; Markus Lingman; Slawomir Nowaczyk (LOD, 2021)

Synthetic electronic health records generated with variational graph autoencoders. - Giannis Nikolentzos; Michalis Vazirgiannis; Christos Xypolopoulos; Markus Lingman; Erik G. Brandt (npj Digit. Medicine, 2023)

DEED: DEep Evidential Doctor. - Awais Ashfaq; Markus Lingman; Murat Sensoy; Slawomir Nowaczyk (Artif. Intell., 2023)

Utilizing artificial intelligence and medical experts to identify predictors for common diagnoses in dyspneic adults: A cross-sectional study of consecutive emergency department patients from Southern Sweden. - Ellen T. Heyman; Awais Ashfaq; Ulf Ekelund; Mattias Ohlsson; Jonas Björk; Alexander Marcel Schubert; Markus Lingman; Ardavan M. Khoshnood (Int. J. Medical Informatics, 2025)