2024

Journal Articles

• S. Tayebi Arasteh, T. Arias-Vergara, P.A. Perez-Toro, T. Weise, K. Packhäuser, M. Schuster, E. Noeth, A. Maier, S.H. Yang. "Addressing challenges in speaker anonymization to maintain utility while ensuring privacy of pathological speech." Communications Medicine (2024), 4, 182, Nature Portfolio, DOI: 10.1038/s43856-024-00609-5


• S. Tayebi Arasteh, A. Ziller, C. Kuhl, M. Makowski, S. Nebelung, R. Braren, D. Rueckert, D. Truhn, G. Kaissis. "Preserving fairness and diagnostic accuracy in private large-scale AI models for medical imaging". Communications Medicine (2024), 4(1), 46. Nature Portfolio, DOI: 10.1038/s43856-024-00462-6


• S. Tayebi Arasteh, T. Han, M. Lotfinia, C. Kuhl, J.N. Kather, D. Truhn, S. Nebelung. "Large language models streamline automated machine learning for clinical studies". Nature Communications (2024), 15(1), 1603, DOI: 10.1038/s41467-024-45879-8


• S. Tayebi Arasteh, L. Misera, J.N. Kather, D. Truhn, S. Nebelung. "Enhancing diagnostic deep learning via self-supervised pretraining on large-scale, unlabeled non-medical images". European Radiology Experimental (2024), 8(1), 10. Springer Nature, DOI: 10.1186/s41747-023-00411-3


• D. Truhn*, S. Tayebi Arasteh* et al. "Encrypted federated learning for secure decentralized collaboration in cancer image analysis". Medical Image Analysis (2024), 92, 103059. DOI: 10.1016/j.media.2023.103059


• S. Tayebi Arasteh, M. Lotfinia, T. Nolte, M.J. Sähn, P. Isfort, C. Kuhl, S. Nebelung, G. Kaissis, D. Truhn. "Securing Collaborative Medical AI by Using Differential Privacy: Domain Transfer for Classification of Chest Radiographs". Radiology: Artificial Intelligence (2024), 6(1), e230212. RSNA, DOI: 10.1148/ryai.230212


• G. Müller-Franzes, F. Khader, S. Tayebi Arasteh, L. Huck, M. Bode, T. Han, T. Lemainque, J.N. Kather, S. Nebelung, C. Kuhl, D. Truhn. "Intraindividual Comparison of Different Methods for Automated BPE Assessment at Breast MRI: A Call for Standardization." Radiology (2024), 3012(1), e232304. RSNA, DOI: 10.1148/radiol.232304


• A. Okolie, T. Dirrichs, L.C. Huck, S. Nebelung, S. Tayebi Arasteh, T. Nolte, T. Han, C.K. Kuhl, D. Truhn. "Accelerating breast MRI acquisition with generative AI models." European Radiology (2024). Springer Nature, DOI: 10.1007/s00330-024-10853-x

2023

Journal Articles

• S. Tayebi Arasteh, C. Kuhl, M.J. Saehn, P. Isfort, D. Truhn, S. Nebelung. "Enhancing domain generalization in the AI-based analysis of chest radiographs with federated learning". Scientific Reports (2023), 13(1), 22576. Nature Portfolio, DOI: 10.1038/s41598-023-49956-8


• S. Tayebi Arasteh, P. Isfort, M. Saehn, G. Mueller-Franzes, F. Khader, J.K. Kather, C. Kuhl, S. Nebelung, D. Truhn. "Collaborative training of medical artificial intelligence models with non-uniform labels". Scientific Reports (2023), 13(1), 6046. Nature Portfolio, DOI: 10.1038/s41598-023-33303-y


• S. Tayebi Arasteh, J. Romanowicz, D.F. Pace, P. Golland, A.J. Powell, A.K. Maier, D. Truhn, T. Brosch, J. Weese, M. Lotfinia, R.J. van der Geest, M.H. Moghari. "Automated segmentation of 3D cine cardiovascular magnetic resonance imaging". Frontiers in Cardiovascular Medicine (2023), 10. DOI: 10.3389/fcvm.2023.1167500


• S. Tayebi Arasteh, T. Weise, M. Schuster, E. Noeth, A.K. Maier, S.H. Yang. "The effect of speech pathology on automatic speaker verification: a large-scale study". Scientific Reports (2023), 13(1), 20476. Nature Portfolio, DOI: 10.1038/s41598-023-47711-7


• F. Khader, G. Müller-Franzes, S. Tayebi Arasteh, T. Han, C. Haarburger, M. Schulze-Hagen, P. Schad, S. Engelhardt, B. Baeßler, S. Foersch, J. Stegmaier, C. Kuhl, S. Nebelung, J.N. Kather, D. Truhn. "Denoising diffusion probabilistic models for 3D medical image generation". Scientific Reports (2023), 13(1), 7303. Nature Portfolio, DOI: 10.1038/s41598-023-34341-2


• F. Khader, J.N. Kather, G. Müller-Franzes, T. Wang, T. Han, S. Tayebi Arasteh, K. Hamesch, K. Bressem, C. Haarburger, J. Stegmaier, C. Kuhl, S. Nebelung, D. Truhn. "Medical transformer for multimodal survival prediction in intensive care: Integration of imaging and non-imaging data". Scientific Reports (2023), 13(1), 10666. Nature Portfolio, DOI: 10.1038/s41598-023-37835-1


• F. Khader, G. Müller-Franzes, T. Wang, T. Han, S. Tayebi Arasteh, C. Haarburger, J. Stegmaier, K. Bressem, C. Kuhl, S. Nebelung, J.N. Kather, D. Truhn. "Multimodal Deep Learning for Integrating Chest Radiographs and Clinical Parameters: A Case for Transformers". Radiology (2023), 309(1), e230806. RSNA, DOI: 10.1148/radiol.230806


• G. Müller-Franzes, J.M. Niehues, F. Khader, S. Tayebi Arasteh, C. Haarburger, C. Kuhl, T. Wang, T. Han, T. Nolte, S. Nebelung, J.N. Kather, D. Truhn. "A multimodal comparison of latent denoising diffusion probabilistic models and generative adversarial networks for medical image synthesis". Scientific Reports (2023), 13(1), 12098. Nature Portfolio, DOI: 10.1038/s41598-023-39278-0


• G. Müller-Franzes, F. Müller-Franzes, L. Huck, V. Raaff, E. Kemmer, F. Khader, S. Tayebi Arasteh, T. Lemainque, J.N. Kather, S. Nebelung, C. Kuhl, D. Truhn. "Fibroglandular tissue segmentation in breast MRI using vision transformers: a multi-institutional evaluation". Scientific Reports (2023), 13(1), 14207. Nature Portfolio, DOI: 10.1038/s41598-023-41331-x


• G. Müller-Franzes, L. Huck, S. Tayebi Arasteh, F. Khader, T. Han, V. Schulz, E. Dethlefsen, J.N. Kather, S. Nebelung, T. Nolte, C. Kuhl, D. Truhn. "Using Machine Learning to Reduce the Need for Contrast Agents in Breast MRI through Synthetic Images". Radiology (2023), 307(3), e222211. RSNA, DOI: 10.1148/radiol.222211

Conference Contributions

• S. Tayebi Arasteh, C.D. Rios-Urrego, E. Noeth, A.K. Maier, S.H. Yang, J. Rusz, J.R. Orozco-Arroyave. "Federated learning for secure development of AI models for Parkinson's disease detection using speech from different languages". Proceedings of INTERSPEECH 2023, Dublin, Ireland. DOI: 10.21437/Interspeech.2023-2108


• F. Khader, G. Müller-Franzes, S. Tayebi Arasteh, T. Han, J.N. Kather, J. Stegmaier, S. Nebelung, D. Truhn. "Vector-Quantized Latent Flows for Medical Image Synthesis And Out-of-Distribution Detection". 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI), Cartagena, Colombia. IEEE, DOI: 10.1109/ISBI53787.2023.10230460

2021

Journal Articles

• S. Tayebi Arasteh and A. Kalisz. "Conversion Between Cubic Bezier Curves and Catmull–Rom Splines". SN Computer Science (2021), 2(1), 398. Springer Nature, DOI: 10.1007/s42979-021-00770-x

Conference Contributions

• S. Tayebi Arasteh, M. Monajem, V. Christlein, P. Heinrich, A. Nicolaou, H.N. Boldaji, M. Lotfinia, S. Evert. "How Will Your Tweet Be Received? Predicting the Sentiment Polarity of Tweet Replies". 2021 IEEE 15th International Conference on Semantic Computing (ICSC), pp. 370-373, Laguna Hills, CA, USA. DOI: 10.1109/ICSC50631.2021.00068

2020

Preprints

• S. Tayebi Arasteh. "An Empirical Study on Text-Independent Speaker Verification based on the GE2E Method". ArXiv preprint (2020), arXiv:2011.04896, DOI: 10.48550/arXiv.2011.04896

As of October 27, 2024, my review service includes 89 reviews for a total of 34 different journals from different publishers

1. Nature Portfolio (2x):
   • Nature Communications (1x) | npj Precision Oncology (1x)
2. Eurosurveillance (1x)
3. IEEE (1x):
   • IEEE Transactions on Medical Imaging (1x)
4. Elsevier (2x):
   • Medical Image Analysis (1x) | Computerized Medical Imaging and Graphics (1x)
5. SpringerOpen (18x):
   • European Radiology Experimental (15x) | Advances in Continuous and Discrete Models (3x)
6. PLOS (2x):
   • PLOS ONE (1x) | PLOS Digital Health (1x)
7. JMIR Publications (34x):
   • Journal of Medical Internet Research (JMIR) (15x) | JMIR Medical Education (2x) | JMIR Medical Informatics (3x) | JMIR Research Protocols (2x) | JMIR Bioinformatics and Biotechnology (2x) | JMIR Diabetes (1x) | JMIR Formative Research (2x) | JMIR Human Factors (1x) | JMIR Cardio (1x) | JMIR Serious Games (1x) | JMIR AI (2x) | JMIR Cancer (2x)
8. Frontiers (1x):
   • Frontiers in Artificial Intelligence (1x)
9. IET (19x):
   • Healthcare Technology Letters (1x) | IET Signal Processing (5x) | IET Image Processing (3x) | IET Biometrics (2x) | Electronics Letters (7x) | IET Networks (1x)
10. Other publishers (9x):
    • PeerJ Computer Science (2x) | Sensors (2x) | Bioengineering (2x) | Health Informatics Journal (1x) | Digital Health (2x)