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Soroosh Tayebi Arasteh

lab for ai in medicine

15H指数
67论文数
1.1K被引数
收录论文 21
发表时间
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Resolution-dependent self-supervised transfer in chest radiograph classification分辨率依赖的自监督迁移在胸部X射线图像分类中的应用
errCommunications Medicine
IF6.3
err2026-09-09
err0
errOAAI
errSoroosh Tayebi Arasteh; Mina Shaigan; Christiane Kuhl; Jakob Nikolas Kather; Sven Nebelung; Daniel Truhn
err分享
err收藏
SteuerLLM: local specialized large language model for German tax law analysis
errScientific Reports
IF3.9
err2026-07-10
err0
errOAAI
errSebastian Wind; Jeta Sopa; Laurin Schmid; Quirin Jackl; Sebastian Kiefer; Fei Wu; Martin Mayr; Harald Köstler; Gerhard Wellein; Andreas Maier; Soroosh Tayebi Arasteh
err分享
err收藏
When Framing Shapes the Answer: Cognitive Bias and Large Language ModelReliability in Radiology当框架塑造答案时：放射学中认知偏差和大型语言模型的可靠性
errRadiology-Artificial Intelligence
IF13.2
err2026-05-01
err0
PREAI
errArasteh, Soroosh Tayebi; Truhn, Daniel
err分享
err收藏
Differential privacy for medical deep learning: methods, tradeoffs, and deployment implications医疗深度学习中的差分隐私：方法、权衡与部署影响
errnpj Digital Medicine
IF15.1
err2026-01-03
err0
errOAAI
errMarziyeh Mohammadi; Mohsen Vejdanihemmat; Mahshad Lotfinia; Mirabela Rusu; Daniel Truhn; Andreas Maier; Soroosh Tayebi Arasteh
err分享
err收藏
From large language models to multimodal AI: a scoping review on the potential of generative AI in medicine从大型语言模型到多模态人工智能：一项关于生成式人工智能在医学中潜力的范围综述
errBiomedical Engineering Letters
IF2.8
err2025-08-22
err0
errOAAI
errLukas Buess; Matthias Keicher; Nassir Navab; Andreas Maier; Soroosh Tayebi Arasteh
err分享
err收藏
The Treasure Trove Hidden in Plain Sight: The Utility of GPT-4 in Chest Radiograph Evaluation
errRADIOLOGY
IF15.2
err2024-11-01
err0
PREAI
errArasteh, Soroosh Tayebi; Siepmann, Robert; Huppertz, Marc; Lotfinia, Mahshad; Puladi, Behrus; Kuhl, Christiane; Truhn, Daniel; Nebelung, Sven
err分享
err收藏
Addressing challenges in speaker anonymization to maintain utility while ensuring privacy of pathological speech解决说话者匿名化的挑战，以保持效用，同时确保病态语音的隐私
errCOMMUNICATIONS MEDICINE
IF6.3
err2024-09-25
err0
errOAAI
errTayebi Arasteh, Soroosh; Arias-Vergara, Tomas; Perez-Toro, Paula Andrea; Weise, Tobias; Packhaeuser, Kai; Schuster, Maria; Noeth, Elmar; Maier, Andreas; Yang, Seung Hee
err分享
err收藏
Intraindividual Comparison of Different Methods for Automated BPE Assessment at Breast MRI: A Call for Standardization
errRADIOLOGY
IF15.2
err2024-07-01
err0
PREAI
errMueller-Franzes, Gustav; Khader, Firas; Arasteh, Soroosh Tayebi; Huck, Luisa; Bode, Maike; Han, Tianyu; Lemainque, Teresa; Kather, Jakob Nikolas; Nebelung, Sven; Kuhl, Christiane; Truhn, Daniel; Kroener, Else
err分享
err收藏
Preserving fairness and diagnostic accuracy in private large-scale AI models for medical imaging
errCOMMUNICATIONS MEDICINE
IF6.3
err2024-03-14
err5
errOAAI
errArasteh, Soroosh Tayebi; Ziller, Alexander; Kuhl, Christiane; Makowski, Marcus; Nebelung, Sven; Braren, Rickmer; Rueckert, Daniel; Truhn, Daniel; Kaissis, Georgios
err分享
err收藏
Large language models streamline automated machine learning for clinical studies
errNATURE COMMUNICATIONS
IF15.7
err2024-02-21
err16
errOAAI
errArasteh, Soroosh Tayebi; Han, Tianyu; Lotfinia, Mahshad; Kuhl, Christiane; Kather, Jakob Nikolas; Truhn, Daniel; Nebelung, Sven
err分享
err收藏
Enhancing diagnostic deep learning via self-supervised pretraining on large-scale, unlabeled non-medical images
errEUROPEAN RADIOLOGY EXPERIMENTAL
IF3.6
err2024-02-08
err3
errOAAI
errArasteh, Soroosh Tayebi; Misera, Leo; Kather, Jakob Nikolas; Truhn, Daniel; Nebelung, Sven
err分享
err收藏
Encrypted federated learning for secure decentralized collaboration in cancer image analysis加密的联邦学习用于癌症图像分析中的安全分散协作
errMEDICAL IMAGE ANALYSIS
IF11.8
err2024-02-01
err15
errOAAI
errTruhn, Daniel; Arasteh, Soroosh Tayebi; Saldanha, Oliver Lester; Mueller-Franzes, Gustav; Khader, Firas; Quirke, Philip; West, Nicholas P.; Gray, Richard; Hutchins, Gordon G. A.; James, Jacqueline A.; Loughrey, Maurice B.; Salto-Tellez, Manuel; Brenner, Hermann; Brobeil, Alexander; Yuan, Tanwei; Chang-Claude, Jenny; Hoffmeister, Michael; Foersch, Sebastian; Han, Tianyu; Keil, Sebastian; Schulze-Hagen, Maximilian; Isfort, Peter; Bruners, Philipp; Kaissis, Georgios; Kuhl, Christiane; Nebelung, Sven; Kather, Jakob Nikolas
err分享
err收藏
Enhancing domain generalization in the AI-based analysis of chest radiographs with federated learning
errSCIENTIFIC REPORTS
IF3.9
err2023-12-19
err5
errOAAI
errArasteh, Soroosh Tayebi; Kuhl, Christiane; Saehn, Marwin-Jonathan; Isfort, Peter; Truhn, Daniel; Nebelung, Sven
err分享
err收藏
The effect of speech pathology on automatic speaker verification: a large-scale study
errSCIENTIFIC REPORTS
IF3.9
err2023-11-22
err3
errOAAI
errTayebi Arasteh, Soroosh; Weise, Tobias; Schuster, Maria; Noeth, Elmar; Maier, Andreas; Yang, Seung Hee
err分享
err收藏
Multimodal Deep Learning for Integrating Chest Radiographs and Clinical Parameters: A Case for Transformers
errRADIOLOGY
IF15.2
err2023-10-01
err18
PREAI
errKhader, Firas; Mueller-Franzes, Gustav; Wang, Tianci; Han, Tianyu; Arasteh, Soroosh Tayebi; Haarburger, Christoph; Stegmaier, Johannes; Bressem, Keno; Kuhl, Christiane; Nebelung, Sven; Kather, Jakob Nikolas; Truhn, Daniel
err分享
err收藏
Fibroglandular tissue segmentation in breast MRI using vision transformers: a multi-institutional evaluation
errSCIENTIFIC REPORTS
IF3.9
err2023-08-30
err7
errOAAI
errMueller-Franzes, Gustav; Mueller-Franzes, Fritz; Huck, Luisa; Raaff, Vanessa; Kemmer, Eva; Khader, Firas; Arasteh, Soroosh Tayebi; Lemainque, Teresa; Kather, Jakob Nikolas; Nebelung, Sven; Kuhl, Christiane; Truhn, Daniel
err分享
err收藏
A multimodal comparison of latent denoising diffusion probabilistic models and generative adversarial networks for medical image synthesis
errSCIENTIFIC REPORTS
IF3.9
err2023-07-26
err55
errOAAI
errMueller-Franzes, Gustav; Niehues, Jan Moritz; Khader, Firas; Arasteh, Soroosh Tayebi; Haarburger, Christoph; Kuhl, Christiane; Wang, Tianci; Han, Tianyu; Nolte, Teresa; Nebelung, Sven; Kather, Jakob Nikolas; Truhn, Daniel
err分享
err收藏
Medical transformer for multimodal survival prediction in intensive care: integration of imaging and non-imaging data
errSCIENTIFIC REPORTS
IF3.9
err2023-07-01
err14
errOAAI
errKhader, Firas; Kather, Jakob Nikolas; Mueller-Franzes, Gustav; Wang, Tianci; Han, Tianyu; Tayebi Arasteh, Soroosh; Hamesch, Karim; Bressem, Keno; Haarburger, Christoph; Stegmaier, Johannes; Kuhl, Christiane; Nebelung, Sven; Truhn, Daniel
err分享
err收藏
Denoising diffusion probabilistic models for 3D medical image generation
errSCIENTIFIC REPORTS
IF3.9
err2023-05-05
err73
errOAAI
errKhader, Firas; Mueller-Franzes, Gustav; Arasteh, Soroosh Tayebi; Han, Tianyu; Haarburger, Christoph; Schulze-Hagen, Maximilian; Schad, Philipp; Engelhardt, Sandy; Baessler, Bettina; Foersch, Sebastian; Stegmaier, Johannes; Kuhl, Christiane; Nebelung, Sven; Kather, Jakob Nikolas; Truhn, Daniel
err分享
err收藏
Using Machine Learning to Reduce the Need for Contrast Agents in Breast MRI through Synthetic Images
errRADIOLOGY
IF15.2
err2023-05-01
err27
PREAI
errMueller-Franzes, Gustav; Huck, Luisa; Arasteh, Soroosh Tayebi; Khader, Firas; Han, Tianyu; Schulz, Volkmar; Dethlefsen, Ebba; Kather, Jakob Nikolas; Nebelung, Sven; Nolte, Teresa; Kuhl, Christiane; Truhn, Daniel
err分享
err收藏

研究方向

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合作学者
合作期刊
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D
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J
Jenny Chang‐Claude
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P
Philip Quirke
H 指数: 112 · 论文数: 887
N
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