Adopting transfer learning for neuroimaging: a comparative analysis with a custom 3D convolution neural network model. - Amira Soliman 002; Jose Ramon Chang; Kobra Etminani; Stefan Byttner; Anette Davidsson; Begoña Martínez-Sanchis; Valle Camacho; Matteo Bauckneht; Roxana Stegeran; Marcus Ressner; Marc Agudelo-Cifuentes; Andrea Chincarini; et al. (BMC Medical Informatics Decis. Mak., 2022)

Time-series Anonymization of Tabular Health Data using Generative Adversarial Network. - Atiye Sadat Hashemi; Kobra Etminani; Amira Soliman 002; Omar Hamed; Jens Lundström (IJCNN, 2023)

Interdisciplinary Human-Centered AI for Hospital Readmission Prediction of Heart Failure Patients. - Amira Soliman 002; Monika Nair; Marcus Petersson; Lina E. Lundgren; Petra Dryselius; Ebba Fogelberg; Omar Hamed; Kobra Etminani; Jens Nygren (MIE, 2023)

A Framework for Evaluating Synthetic Electronic Health Records. - Emmanuella Budu; Amira Soliman 002; Kobra Etminani; Thorsteinn S. Rögnvaldsson (MIE, 2023)

Temporal Context Matters: An Explainable Model for Medical Resource Utilization in Chronic Kidney Disease. - Omar Hamed; Amira Soliman 002; Kobra Etminani (MIE, 2023)

Domain Knowledge-Driven Generation of Synthetic Healthcare Data. - Atiye Sadat Hashemi; Amira Soliman 002; Jens Lundström; Kobra Etminani (MIE, 2023)

Design Principles for Machine Learning Based Clinical Decision Support Systems: A Design Science Study. - Jonas Sjöström; Petra Dryselius; Jens Nygren; Monika Nair; Amira Soliman 002; Lina E. Lundgren (DESRIST, 2024)

Graph Neural Networks for Heart Failure Prediction on an EHR-Based Patient Similarity Graph. - Heloísa Oss Boll; Ali Amirahmadi; Amira Soliman 002; Stefan Byttner; Mariana Recamonde Mendoza (CoRR, 2024)

Evaluation of synthetic electronic health records: A systematic review and experimental assessment. - Emmanuella Budu; Kobra Etminani; Amira Soliman 002; Thorsteinn S. Rögnvaldsson (Neurocomputing, 2024)

Graph neural networks for clinical risk prediction based on electronic health records: A survey. - Heloísa Oss Boll; Ali Amirahmadi; Mirfarid Musavian Ghazani; Wagner Ourique de Morais; Edison Pignaton de Freitas; Amira Soliman 002; Farzaneh Etminani; Stefan Byttner; Mariana Recamonde Mendoza (J. Biomed. Informatics, 2024)

Exploring Diffusion Models for Oral Health Applications: A Conceptual Review. - Mohsen Tabejamaat; Amira Soliman 002 (IEEE Access, 2025)