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Vince I. Madai
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2020 – today
- 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) - [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
- [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) - [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
- [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) - [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
- [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) - [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 - [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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last updated on 2024-08-22 20:48 CEST by the dblp team
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