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Khader, Firas [Author]; Kather, Jakob Nikolas [Author]; Müller-Franzes, Gustav [Author]; Wang, Tianci [Author]; Han, Tianyu [Author]; Tayebi Arasteh, Soroosh [Author]; Hamesch, Karim [Author]; Bressem, Keno [Author]; Haarburger, Christoph [Author]; Stegmaier, Johannes [Author]; Kuhl, Christiane [Author]; Nebelung, Sven [Author]; Truhn, Daniel [Author]

Medical transformer for multimodal survival prediction in intensive care : integration of imaging and non-imaging data

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2023

Published in: Scientific reports ; 13(2023), Artikel-ID 10666, Seite 1-11
Tayebi Arasteh, Soroosh [Author]; Isfort, Peter [Author]; Saehn, Marwin [Author]; Mueller-Franzes, Gustav [Author]; Khader, Firas [Author]; Kather, Jakob Nikolas [Author]; Kuhl, Christiane [Author]; Nebelung, Sven [Author]; Truhn, Daniel [Author]

Collaborative training of medical artificial intelligence models with non-uniform labels

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13 April 2023

Published in: Scientific reports ; 13(2023), Artikel-ID 6046, Seite 1-9
Khader, Firas [Author]; Müller-Franzes, Gustav [Author]; Tayebi Arasteh, Soroosh [Author]; Han, Tianyu [Author]; Haarburger, Christoph [Author]; Schulze-Hagen, Maximilian [Author]; Schad, Philipp [Author]; Engelhardt, Sandy [Author]; Baeßler, Bettina [Author]; Foersch, Sebastian [Author]; Stegmaier, Johannes [Author]; Kuhl, Christiane [Author]; Nebelung, Sven [Author]; Kather, Jakob Nikolas [Author]; Truhn, Daniel [Author]

Denoising diffusion probabilistic models for 3D medical image generation

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2023

Published in: Scientific reports ; 13(2023), Artikel-ID 7303, Seite 1-12
Truhn, Daniel [Author]; Tayebi Arasteh, Soroosh [Author]; Saldanha, Oliver Lester [Author]; Müller-Franzes, Gustav [Author]; Khader, Firas [Author]; Quirke, Philip [Author]; West, Nicholas P. [Author]; Gray, Richard [Author]; Hutchins, Gordon G. A. [Author]; James, Jacqueline A. [Author]; Loughrey, Maurice B. [Author]; Salto-Tellez, Manuel [Author]; Brenner, Hermann [Author]; Brobeil, Alexander [Author]; Yuan, Tanwei [Author]; Chang-Claude, Jenny [Author]; Hoffmeister, Michael [Author]; Försch, Sebastian [Author]; Han, Tianyu [Author]; Keil, Sebastian [Author]; Schulze-Hagen, Maximilian [Author]; Isfort, Peter [Author]; Bruners, Philipp [Author]; Kaissis, Georgios [Author]; [...]

Encrypted federated learning for secure decentralized collaboration in cancer image analysis

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February 2024

Published in: Medical image analysis ; 92(2024) vom: Feb., Artikel-ID 103059, Seite 1-12
Khader, Firas; Schock, Justus; Truhn, Daniel; Morsbach, Fabian; Haarburger, Christoph

Statistical Atlases and Computational Models of the Heart. M&Ms and EMIDEC Challenges: Adaptive Preprocessing for Generalization in Cardiac MR Image Segmentation

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Springer International Publishing, 2021

Published in: Statistical Atlases and Computational Models of the Heart. M&Ms and EMIDEC Challenges (2021), Seite 269-276
Khader, Firas; Kather, Jakob Nikolas; Han, Tianyu; Nebelung, Sven; Kuhl, Christiane; Stegmaier, Johannes; Truhn, Daniel

Machine Learning in Medical Imaging: Cascaded Cross-Attention Networks for Data-Efficient Whole-Slide Image Classification Using Transformers

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Springer Nature Switzerland, 2024

Published in: Machine Learning in Medical Imaging (2024), Seite 417-426
Khader, Firas; Müller-Franzes, Gustav; Han, Tianyu; Nebelung, Sven; Kuhl, Christiane; Stegmaier, Johannes; Truhn, Daniel

Simulation and Synthesis in Medical Imaging: Transformers for CT Reconstruction from Monoplanar and Biplanar Radiographs

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Springer Nature Switzerland, 2023

Published in: Simulation and Synthesis in Medical Imaging (2023), Seite 1-10
Muhaidat, Jihan M; Al-Qarqaz, Firas; Khader, Yousef; Alshiyab, Diala M; Alkofahi, Hadeel; Almalekh, Mohanad

A Retrospective Comparative Study of Two Concentrations of Intralesional Triamcinolone Acetonide in the Treatment of Patchy Alopecia Areata on the Scalp

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Informa UK Limited, 2020

Published in: Clinical, Cosmetic and Investigational Dermatology, Volume 13 (2020), Seite 795-803
Alzoubi, Firas Q.; Tarifi, Amjed A.; Khader, Yousef; de Carpentier, John

Comparison Between Transtympanic and Elevation of Tympanomeatal Flap Approaches in Tympanoplasty

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Ovid Technologies (Wolters Kluwer Health), 2010

Published in: Otology & Neurotology, 31 (2010) 5, Seite 773-775
Banjar, Hanaa; AbdulAziz, Najlaa; Khader, Jumana; Ghomraoui, Firas; Alansari, AbdulAziz; Al-Hoshan, Abdulaziz; AlKaf, Sara; Aldakheel, Wajeeh

Liver disease in cystic fibrosis patients in a tertiary care center in Saudi Arabia

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Medknow, 2022

Published in: International Journal of Pediatrics and Adolescent Medicine, 9 (2022) 2, Seite 78-82
Müller-Franzes, Gustav; Nebelung, Sven; Schock, Justus; Haarburger, Christoph; Khader, Firas; Pedersoli, Federico; Schulze-Hagen, Maximilian; Kuhl, Christiane; Truhn, Daniel

Reliability as a Precondition for Trust—Segmentation Reliability Analysis of Radiomic Features Improves Survival Prediction

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MDPI AG, 2022

Published in: Diagnostics, 12 (2022) 2, Seite 247
Al-Omoush, Salah A; Abdul-Baqi, Khader J; Zuriekat, Margaret; Alsoleihat, Firas; Elmanaseer, Wijdan R; Jamani, Kifah D

Assessment of occupational noise-related hearing impairment among dental health personnel

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Oxford University Press (OUP), 2020

Published in: Journal of Occupational Health, 62 (2020) 1
Muhaidat, Jihan M.; Al-qarqaz, Firas A.; Alshiyab, Diala M.; Alkofahi, Hadeel S.; Khader, Yousef; Ababneh, Mawaddah Y.

Comparison of the Efficacy and Safety of Two Cryotherapy Protocols in the Treatment of Common Viral Warts: A Prospective Observational Study

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Hindawi Limited, 2020

Published in: Dermatology Research and Practice, 2020 (2020), Seite 1-5
Bibars, Abdel Rahim M.; Alfwaress, Firas S.D.; Hamasha, Abed Al-Hadi; Al-Hourani, Zeid A.; Almhdawi, Khader

Prosthodontic Rehabilitation of Arabic Speaking Individuals with Velopharyngeal Incompetence: A Preliminary Study

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Bentham Science Publishers Ltd., 2017

Published in: The Open Dentistry Journal, 11 (2017) 1, Seite 436-446
Tayebi Arasteh, Soroosh; Isfort, Peter; Saehn, Marwin; Mueller-Franzes, Gustav; Khader, Firas; Kather, Jakob Nikolas; Kuhl, Christiane; Nebelung, Sven; Truhn, Daniel

Collaborative training of medical artificial intelligence models with non-uniform labels

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Springer Science and Business Media LLC, 2023

Published in: Scientific Reports, 13 (2023) 1
Müller-Franzes, Gustav; Müller-Franzes, Fritz; Huck, Luisa; Raaff, Vanessa; Kemmer, Eva; Khader, Firas; Arasteh, Soroosh Tayebi; Lemainque, Teresa; Kather, Jakob Nikolas; Nebelung, Sven; Kuhl, Christiane; Truhn, Daniel

Fibroglandular tissue segmentation in breast MRI using vision transformers: a multi-institutional evaluation

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Springer Science and Business Media LLC, 2023

Published in: Scientific Reports, 13 (2023) 1
Müller-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

A multimodal comparison of latent denoising diffusion probabilistic models and generative adversarial networks for medical image synthesis

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Springer Science and Business Media LLC, 2023

Published in: Scientific Reports, 13 (2023) 1
Khader, Firas; Müller-Franzes, Gustav; Wang, Tianci; Han, Tianyu; Tayebi Arasteh, Soroosh; Haarburger, Christoph; Stegmaier, Johannes; Bressem, Keno; Kuhl, Christiane; Nebelung, Sven; Kather, Jakob Nikolas; Truhn, Daniel

Multimodal Deep Learning for Integrating Chest Radiographs and Clinical Parameters: A Case for Transformers

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Radiological Society of North America (RSNA), 2023

Published in: Radiology, 309 (2023) 1
Müller-Franzes, Gustav; Huck, Luisa; Tayebi Arasteh, Soroosh; Khader, Firas; Han, Tianyu; Schulz, Volkmar; Dethlefsen, Ebba; Kather, Jakob Nikolas; Nebelung, Sven; Nolte, Teresa; Kuhl, Christiane; Truhn, Daniel

Using Machine Learning to Reduce the Need for Contrast Agents in Breast MRI through Synthetic Images

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Radiological Society of North America (RSNA), 2023

Published in: Radiology, 307 (2023) 3
Müller-Franzes, Gustav; Nolte, Teresa; Ciba, Malin; Schock, Justus; Khader, Firas; Prescher, Andreas; Wilms, Lena Marie; Kuhl, Christiane; Nebelung, Sven; Truhn, Daniel

Fast, Accurate, and Robust T2 Mapping of Articular Cartilage by Neural Networks

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MDPI AG, 2022

Published in: Diagnostics, 12 (2022) 3, Seite 688

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