Markus Lingman

According to our database, Markus Lingman authored at least 6 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

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

2023

DEED: DEep Evidential Doctor.

Awais Ashfaq, Markus Lingman, Murat Sensoy, Slawomir Nowaczyk

Artif. Intell., December, 2023

Synthetic electronic health records generated with variational graph autoencoders.

Giannis Nikolentzos, Michalis Vazirgiannis, Christos Xypolopoulos, Markus Lingman, Erik G. Brandt

npj Digit. Medicine, 2023

2021

KAFE: Knowledge and Frequency Adapted Embeddings.

Awais Ashfaq, Markus Lingman, Slawomir Nowaczyk

Proceedings of the Machine Learning, Optimization, and Data Science, 2021

2020

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

2019

Readmission prediction using deep learning on electronic health records.

Awais Ashfaq, Anita Pinheiro Sant'Anna, Markus Lingman, Slawomir Nowaczyk

J. Biomed. Informatics, 2019