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- Vibha Gupta
Vibha Gupta
Affiliated to Research
Department of Molecular and Clinical Medicine-
Multi-modal deep-learning troponin prediction from electrocardiograms and demographic
data
Lukas Hilgendorf, Petur Pétursson, Erik Andersson, Aidin Rawshani, Deepak L. Bhatt, Vibha Gupta, Peter Lundgren, Kristofer Skoglund, Truls Råmunddal, Araz Rawshani
EUROPEAN HEART JOURNAL - DIGITAL HEALTH - 2026 -
Multimodal deep learning for acute myocardial infarction detection from 12-lead electrocardiogram: a multi-centre study with cross-hospital
validation
Vibha Gupta, Lukas Hilgendorf, Erik Andersson, Antros Louca, Arman Shahmari Chat-Gieh, Alfred Hjalmarsson, Rajkumar Saini, Carlo Pirazzi, Moner Alchay, Araz Rawshani
EUROPEAN HEART JOURNAL - DIGITAL HEALTH - 2026 -
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 -
Fully Automated Diagnosis of Acute Myocardial Infarction Using Electrocardiograms and Multimodal Deep
Learning.
Lukas Hilgendorf, Petur Petursson, Erik Andersson, Aidin Rawshani, Deepak L Bhatt, Truls Råmunddal, Vibha Gupta, Kristofer Skoglund, Elmir Omerovic, Helen Sjöland, Amar Taha, David Kim, Peter Lundgren, Araz Rawshani
JACC Advances - 2025 -
Simultaneous electroencephalography (EEG) and functional magnetic resonance imaging (fMRI) data during an inner speech
task
Foteini Simistira Liwicki, Rajkumar Saini, Debashis Das Chakladar, Sumit Rakesh, Vibha Gupta, Marcus Liwicki, Johan Eriksson
Data in Brief - 2025 -
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 -
End-to-end deep-learning model for the detection of coronary artery stenosis on coronary CT
images.
Vibha Gupta, Petur Petursson, Aidin Rawshani, Jan Borén, Truls Ramunddal, Deepak L Bhatt, Elmir Omerovic, Oskar Angerås, J. Gustav Smith, Naveed Sattar, Erik Andersson, Björn Redfors, Lukas Hilgendorf, Göran Bergström, Carlo Pirazzi, Kristofer Skoglund, Araz Rawshani
Open heart - 2025 -
Prediction of neurologic outcome after out-of- hospital cardiac arrest: An interpretable approach with machine
learning
Araz Rawshani, Fredrik Hessulf, John Deminger, Pedram Sultanian, Vibha Gupta, Peter Lundgren, Mohammed Mohammed, Moner Abu Alchay, Tobias Sioland, Emilia Gryska, Adam Piasecki
RESUSCITATION - 2024 -
An EEG Analysis Framework for Brain Disorder Classification Using Convolved Connectivity
Features
Rajkumar Saini, Richa Upadhyay, Vibha Gupta, Prakash Chandra Chhipa, Sumit Rakesh, Hamam Mokayed, Kanjar De, Foteini Simistira Liwicki, Debashis Das Chakladar
2024 9th International Conference on Frontiers of Signal Processing, ICFSP 2024 - 2024 -
Predicting troponin biomarker elevation from electrocardiograms using a deep neural
network.
Lukas Hilgendorf, Petur Petursson, Vibha Gupta, Truls Råmunddal, Erik Andersson, Peter Lundgren, Christian Dworeck, Charlotta Ljungman, Jan Borén, Aidin Rawshani, Elmir Omerovic, J. Gustav Smith, Zacharias Mandalenakis, Kristofer Skoglund, Araz Rawshani
Open heart - 2024 -
The evidence supporting AHA guidelines on adult cardiopulmonary resuscitation
(CPR)
Emma Junedahl, Peter Lundgren, Erik Andersson, Vibha Gupta, Truls Råmunddal, Aidin Rawshani, Araz Rawshani, Gabriel Riva, Ida Arnetorp, Fredrik Hessulf, Johan Herlitz, Therese Djärv
PLoS ONE - 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 -
SignEEG v1.0: Multimodal Dataset with Electroencephalography and Hand-written Signature for Biometric
Systems
Ashish Ranjan Mishra, Rakesh Kumar, Vibha Gupta, Sameer Prabhu, Richa Upadhyay, Prakash Chandra Chhipa, Sumit Rakesh, Hamam Mokayed, Debashis Das Chakladar, Kanjar De, Marcus Liwicki, Foteini Simistira Liwicki, Saini Rajkumar
SCIENTIFIC DATA - 2024