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Journal Articles
- 2024
[j14]Valerie K. Bürger, Julia Amann, Cathrine K. T. Bui, Jana Fehr, Vince I. Madai
:
The unmet promise of trustworthy AI in healthcare: why we fail at clinical translation. Frontiers Digit. Health 6 (2024)- [j13]Jana Fehr, Brian Citro, Rohit Malpani, Christoph Lippert, Vince I. Madai:
A trustworthy AI reality-check: the lack of transparency of artificial intelligence products in healthcare. Frontiers Digit. Health 6 (2024) - [j12]Marieke Ar Bak, Vince I. Madai, Leo Anthony Celi, Georgios Kaissis, Ronald Cornet, Menno Maris, Daniel Rueckert, Alena Buyx, Stuart McLennan:
Federated learning is not a cure-all for data ethics. Nat. Mac. Intell. 6(4): 370-372 (2024) - [j11]Felix Lohrke, Vince Istvan Madai, Tabea Kossen, Orhun Utku Aydin, Jonas Behland, Adam Hilbert, Matthias Anthony Mutke, Martin Bendszus, Jan Sobesky, Dietmar Frey:
Perfusion parameter map generation from TOF-MRA in stroke using generative adversarial networks. NeuroImage 298: 120770 (2024) - 2023
- [j10]Dennis Vetter, Julia Amann, Frédérick Bruneault, Megan Coffee, Boris Düdder, Alessio Gallucci, Thomas Krendl Gilbert, Thilo Hagendorff, Irmhild van Halem, Eleanore Hickman, Elisabeth Hildt, Sune Holm, Georgios Kararigas, Pedro Kringen, Vince I. Madai, Emilie Wiinblad Mathez, Jesmin Jahan Tithi, Magnus Westerlund, Renee Wurth, Roberto V. Zicari:
Lessons Learned from Assessing Trustworthy AI in Practice. Digit. Soc. 2(3): 35 (2023) - [j9]Daniel Strech, Tamarinde Haven, Vince I. Madai, Thierry Meurers, Fabian Prasser:
Generating evidence on privacy outcomes to inform privacy risk management: A way forward? J. Biomed. Informatics 137: 104257 (2023) - 2022
- [j8]Inga Strümke, Marija Slavkovik, Vince Istvan Madai:
The social dilemma in artificial intelligence development and why we have to solve it. AI Ethics 2(4): 655-665 (2022) - [j7]Tabea Kossen, Manuel A. Hirzel, Vince I. Madai, Franziska Boenisch, Anja Hennemuth, Kristian Hildebrand, Sebastian Pokutta, Kartikey Sharma, Adam Hilbert, Jan Sobesky, Ivana Galinovic, Ahmed A. Khalil, Jochen B. Fiebach, Dietmar Frey:
Toward Sharing Brain Images: Differentially Private TOF-MRA Images With Segmentation Labels Using Generative Adversarial Networks. Frontiers Artif. Intell. 5: 813842 (2022) - [j6]Pooja Subramaniam, Tabea Kossen, Kerstin Ritter, Anja Hennemuth, Kristian Hildebrand, Adam Hilbert, Jan Sobesky, Michelle Livne, Ivana Galinovic, Ahmed A. Khalil, Jochen B. Fiebach, Dietmar Frey, Vince I. Madai:
Generating 3D TOF-MRA volumes and segmentation labels using generative adversarial networks. Medical Image Anal. 78: 102396 (2022) - 2021
- [j5]Orhun Utku Aydin, Abdel Aziz Taha, Adam Hilbert, Ahmed A. Khalil, Ivana Galinovic, Jochen B. Fiebach, Dietmar Frey, Vince Istvan Madai:
An evaluation of performance measures for arterial brain vessel segmentation. BMC Medical Imaging 21(1): 113 (2021) - [j4]Tabea Kossen, Pooja Subramaniam, Vince I. Madai, Anja Hennemuth, Kristian Hildebrand, Adam Hilbert, Jan Sobesky, Michelle Livne, Ivana Galinovic, Ahmed A. Khalil, Jochen B. Fiebach, Dietmar Frey:
Synthesizing anonymized and labeled TOF-MRA patches for brain vessel segmentation using generative adversarial networks. Comput. Biol. Medicine 131: 104254 (2021) - 2020
- [j3]David Higgins, Vince I. Madai:
From Bit to Bedside: A Practical Framework for Artificial Intelligence Product Development in Healthcare. Adv. Intell. Syst. 2(10): 2000052 (2020) - [j2]Adam Hilbert, Vince I. Madai, Ela M. Akay, Orhun Utku Aydin, Jonas Behland, Jan Sobesky, Ivana Galinovic, Ahmed A. Khalil, Abdel Aziz Taha, Jens Wuerfel, Petr Dusek, Thoralf Niendorf, Jochen B. Fiebach, Dietmar Frey, Michelle Livne:
BRAVE-NET: Fully Automated Arterial Brain Vessel Segmentation in Patients With Cerebrovascular Disease. Frontiers Artif. Intell. 3: 552258 (2020) - [j1]Julia Amann, Alessandro Blasimme, Effy Vayena, Dietmar Frey, Vince I. Madai:
Explainability for artificial intelligence in healthcare: a multidisciplinary perspective. BMC Medical Informatics Decis. Mak. 20(1): 310 (2020)
Conference and Workshop Papers
- 2020
- [c1]Esra Zihni, Vince Istvan Madai, Ahmed A. Khalil, Ivana Galinovic, Jochen B. Fiebach, John D. Kelleher, Dietmar Frey, Michelle Livne:
Multimodal Fusion Strategies for Outcome Prediction in Stroke. HEALTHINF 2020: 421-428
Informal and Other Publications
- 2023
- [i7]Patrick Rockenschaub, Adam Hilbert, Tabea Kossen, Falk von Dincklage, Vince Istvan Madai, Dietmar Frey:
From Single-Hospital to Multi-Centre Applications: Enhancing the Generalisability of Deep Learning Models for Adverse Event Prediction in the ICU. CoRR abs/2303.15354 (2023) - 2022
- [i6]Roberto V. Zicari, Julia Amann, Frédérick Bruneault, Megan Coffee, Boris Düdder, Eleanore Hickman, Alessio Gallucci, Thomas Krendl Gilbert, Thilo Hagendorff, Irmhild van Halem, Elisabeth Hildt, Sune Holm, Georgios Kararigas, Pedro Kringen, Vince I. Madai, Emilie Wiinblad Mathez, Jesmin Jahan Tithi, Dennis Vetter, Magnus Westerlund, Renee Wurth:
How to Assess Trustworthy AI in Practice. CoRR abs/2206.09887 (2022) - 2021
- [i5]Inga Strümke, Marija Slavkovik, Vince I. Madai:
The social dilemma in AI development and why we have to solve it. CoRR abs/2107.12977 (2021) - [i4]Vince I. Madai, David C. Higgins:
Artificial Intelligence in Healthcare: Lost In Translation? CoRR abs/2107.13454 (2021) - 2020
- [i3]David Higgins, Vince I. Madai:
From Bit To Bedside: A Practical Framework For Artificial Intelligence Product Development In Healthcare. CoRR abs/2003.10303 (2020) - [i2]Orhun Utku Aydin, Abdel Aziz Taha, Adam Hilbert, Ahmed A. Khalil, Ivana Galinovic, Jochen B. Fiebach, Dietmar Frey, Vince Istvan Madai:
On The Usage Of Average Hausdorff Distance For Segmentation Performance Assessment: Hidden Bias When Used For Ranking. CoRR abs/2009.00215 (2020) - [i1]Tabea Kossen, Pooja Subramaniam, Vince I. Madai, Anja Hennemuth, Kristian Hildebrand, Adam Hilbert, Jan Sobesky, Michelle Livne, Ivana Galinovic, Ahmed A. Khalil, Jochen B. Fiebach, Dietmar Frey:
Anonymization of labeled TOF-MRA images for brain vessel segmentation using generative adversarial networks. CoRR abs/2009.04227 (2020)
Coauthor Index
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