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Markus Lingman

6PUBLICATIONS
16CO-AUTHORS
Cardiology (incl. cardiovascular diseases)Major global burdens of diseaseDeep learningData and information privacy
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Journal

Publications (6)

Sort by Publication Date:
|Jun 24, 2026
An ECG biomarker for sudden cardiac death discovered with deep learning.

|Sep 27, 2025
Differences in chronic kidney disease management based on identification and diagnosis in a population-based observational study.

Michael Olszewski, Karl Bjurström, Markus Lingman

|Dec 27, 2024
A novel interpretable deep learning model for diagnosis in emergency department dyspnoea patients based on complete data from an entire health care system.

Ellen T Heyman, Awais Ashfaq, Ulf Ekelund

|Oct 27, 2023
The Price of Explainability in Machine Learning Models for 100-Day Readmission Prediction in Heart Failure: Retrospective, Comparative, Machine Learning Study.

Amira Soliman, Björn Agvall, Kobra Etminani

|Jul 21, 2023
Characteristics, management and outcomes in patients with CKD in a healthcare region in Sweden: a population-based, observational study.

Björn Agvall, Awais Ashfaq, Karl Bjurström

|Apr 29, 2023
Synthetic electronic health records generated with variational graph autoencoders.

Giannis Nikolentzos, Michalis Vazirgiannis, Christos Xypolopoulos

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Frequent Collaborators

3 joint publications

Björn Agvall

2 joint publications

Awais Ashfaq

2 joint publications

Kobra Etminani

1 joint publications

Giannis Nikolentzos

1 joint publications

Amira Soliman

1 joint publications

Omar Hamed

1 joint publications

Ellen T Heyman

1 joint publications

Jonas Björk

1 joint publications

Ardavan M Khoshnood

1 joint publications

Michael Olszewski

Frequent Collaborators

3 joint publications

Björn Agvall

2 joint publications

Awais Ashfaq

2 joint publications

Kobra Etminani

1 joint publications

Giannis Nikolentzos