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Soroosh Tayebi Arasteh
Soroosh Tayebi Arasteh
Other namesSoroosh Arasteh, Soroosh Tayebi
RWTH Aachen University | University of Erlangen-Nuremberg
Verified email at rwth-aachen.de - Homepage
Title
Cited by
Cited by
Year
Denoising diffusion probabilistic models for 3D medical image generation
F Khader, G Müller-Franzes, S Tayebi Arasteh, T Han, C Haarburger, ...
Scientific Reports 13 (1), 7303, 2023
80*2023
A multimodal comparison of latent denoising diffusion probabilistic models and generative adversarial networks for medical image synthesis
G Müller-Franzes, JM Niehues, F Khader, ST Arasteh, C Haarburger, ...
Scientific Reports 13 (1), 12098, 2023
672023
Using machine learning to reduce the need for contrast agents in breast MRI through synthetic images
G Müller-Franzes, L Huck, S Tayebi Arasteh, F Khader, T Han, V Schulz, ...
Radiology 307 (3), e222211, 2023
242023
Multimodal deep learning for integrating chest radiographs and clinical parameters: a case for transformers
F Khader, G Müller-Franzes, T Wang, T Han, S Tayebi Arasteh, ...
Radiology 309 (1), e230806, 2023
18*2023
Encrypted federated learning for secure decentralized collaboration in cancer image analysis
D Truhn*, S Tayebi Arasteh*, OL Saldanha, G Müller-Franzes, F Khader, ...
Medical image analysis 92, 103059, 2024
13*2024
Preserving fairness and diagnostic accuracy in private large-scale AI models for medical imaging
S Tayebi Arasteh, A Ziller, C Kuhl, M Makowski, S Nebelung, R Braren, ...
Communications Medicine 4 (1), 46, 2024
11*2024
Federated Learning for Secure Development of AI Models for ParkinsoníŽs Disease Detection Using Speech from Different Languages
S Tayebi Arasteh, CD Rios-Urrego, E Noeth, A Maier, SH Yang, J Rusz, ...
Proc. INTERSPEECH 2023, Dublin, Ireland, 5003--5007, 2023
11*2023
Collaborative training of medical artificial intelligence models with non-uniform labels
S Tayebi Arasteh, P Isfort, M Saehn, G Mueller-Franzes, F Khader, ...
Scientific Reports 13 (1), 6046, 2023
112023
How will your tweet be received? predicting the sentiment polarity of tweet replies
ST Arasteh, M Monajem, V Christlein, P Heinrich, A Nicolaou, HN Boldaji, ...
2021 IEEE 15th International Conference on Semantic Computing (ICSC), 370-373, 2021
102021
Securing Collaborative Medical AI by Using Differential Privacy: Domain Transfer for Classification of Chest Radiographs
S Tayebi Arasteh, M Lotfinia, T Nolte, MJ Sähn, P Isfort, C Kuhl, ...
Radiology: Artificial Intelligence 6 (1), e230212, 2024
9*2024
The effect of speech pathology on automatic speaker verification: a large-scale study
S Tayebi Arasteh, T Weise, M Schuster, E Noeth, A Maier, SH Yang
Scientific Reports 13 (1), 20476, 2023
8*2023
An Empirical Study on Text-Independent Speaker Verification based on the GE2E Method
ST Arasteh
arXiv preprint arXiv:2011.04896, 2020
8*2020
Conversion between cubic Bezier curves and CatmullíVRom splines
S Tayebi Arasteh, A Kalisz
SN Computer Science 2, 1-9, 2021
7*2021
Automatic evaluation of chest radiographsíVthe data source matters, but how much exactly?
ST Arasteh, P Isfort, C Kuhl, S Nebelung, D Truhn
RöFo-Fortschritte auf dem Gebiet der Röntgenstrahlen und der bildgebenden íK, 2023
62023
Medical transformer for multimodal survival prediction in intensive care: integration of imaging and non-imaging data
F Khader, JN Kather, G Müller-Franzes, T Wang, T Han, S Tayebi Arasteh, ...
Scientific Reports 13 (1), 10666, 2023
52023
Fibroglandular tissue segmentation in breast MRI using vision transformers: a multi-institutional evaluation
G Müller-Franzes, F Müller-Franzes, L Huck, V Raaff, E Kemmer, ...
Scientific Reports 13 (1), 14207, 2023
32023
Enhancing diagnostic deep learning via self-supervised pretraining on large-scale, unlabeled non-medical images
S Tayebi Arasteh, L Misera, JN Kather, D Truhn, S Nebelung
European Radiology Experimental 8 (1), 10, 2024
2*2024
Large language models streamline automated machine learning for clinical studies
S Tayebi Arasteh, T Han, M Lotfinia, C Kuhl, JN Kather, D Truhn, ...
Nature Communications 15 (1), 1603, 2024
12024
Automated segmentation of 3D cine cardiovascular magnetic resonance imaging
S Tayebi Arasteh, J Romanowicz, DF Pace, P Golland, AJ Powell, ...
Frontiers in Cardiovascular Medicine 10, 1167500, 2023
12023
The Impact of Speech Anonymization on Pathology and Its Limits
ST Arasteh, T Arias-Vergara, PA Perez-Toro, T Weise, K Packhaeuser, ...
arXiv preprint arXiv:2404.08064, 2024
2024
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