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- Antros Louca
Antros Louca
Doctoral Student
Department of Molecular and Clinical Medicine-
Predicting 30-day survival after in-hospital cardiac arrest: a nationwide cohort study using machine learning and SHAP
analysis.
Vibha Gupta, Aidin Rawshani, Peter Lundgren, Mats Börjesson, Truls Råmunddal, Per Nordberg, Therese Djärv, Johan Herlitz, Joakim Sundström, Carl Magnusson, Antros Louca, Erik Andersson, Kristofer Skoglund, Araz Rawshani
BMJ open - 2025 -
Multi-instance learning with attention mechanism for coronary artery stenosis detection on coronary computed tomography
angiography
Vibha Gupta, Petur Petursson, Lukas Hilgendorf, Aidin Rawshani, Jan Borén, Truls Ramunddal, Elmir Omerovic, Antros Louca, Oskar Angeras, Justin F. Schneiderman, Kristofer Skoglund, Deepak L. Bhatt, Magnus Kjellberg, Erik Andersson, Carlo Pirazzi, Araz Rawshani
EUROPEAN HEART JOURNAL - DIGITAL HEALTH - 2025 -
Integrating deep learning with ECG, heart rate variability and demographic data for improved detection of atrial
fibrillation.
Araz Rawshani, Aidin Rawshani, J. Gustav Smith, Jan Borén, Deepak L Bhatt, Mats Börjesson, Johan Engdahl, Peter Kelly, Antros Louca, Truls Ramunddal, Erik Andersson, Elmir Omerovic, Zacharias Mandalenakis, Vibha Gupta
Open heart - 2025 -
Effects of pre-existing type 1 diabetes mellitus on survival outcome following out-of-hospital cardiac arrest: a registry-based observational study in
Sweden
Berkan Eken, Araz Rawshani, Aidin Rawshani, Zacharias Mandalenakis, Erik Thunström, Antros Louca, Petur Petursson, Oskar Angerås, Sadek Nadhir, Christian Dworeck, Truls Råmunddal
BMJ Open - 2024 -
Coronary angiography following transcatheter aortic valve replacement: Insights from the SWEDEHEART
registry.
Antros Louca, Monér Alchay, Truls Råmunddal, Araz Rawshani, Henrik Hagström, Magnus Settergren, Konrad Nilsson, Bahira Shahim, Stefan James, Sasha Koul, Anna Myredal, Björn Redfors, Dan Ioanes, Sebastian Völz, Petur Petursson, Oskar Angerås
Catheterization and cardiovascular interventions : official journal of the Society for Cardiac Angiography & Interventions - 2024 -
Prediction of survival in out-of-hospital cardiac arrest: the updated Swedish cardiac arrest risk score (SCARS)
model
Pedram Sultanian, Peter Lundgren, Antros Louca, Erik Andersson, Therese Djarv, Fredrik Hessulf, Anna Henningsson, Andreas Martinsson, Per Nordberg, Adam Piasecki, Vibha Gupta, Zacharias Mandalenakis, Amar Taha, Bengt Redfors, Johan Herlitz, Araz Rawshani
EUROPEAN HEART JOURNAL - DIGITAL HEALTH - 2024