Vince I. Madai

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 16

Top Topics

Artificial Intelligence

Risk Management

Magnetic Resonance Angiography

Vessel Segmentation

Top Venues

Frontiers Digit. Health

Frontiers Artif. Intell.

BMC Medical Informatics Decis. Mak.

Publications

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)
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)
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) (2024)
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) (2023)
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 (2023)
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 (2022)
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 (2022)
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 (2022)
Inga Strümke, Marija Slavkovik, Vince I. Madai
The social dilemma in AI development and why we have to solve it. CoRR (2021)
Vince I. Madai, David C. Higgins
Artificial Intelligence in Healthcare: Lost In Translation? CoRR (2021)
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 (2021)
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) (2020)
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 (2020)
David Higgins, Vince I. Madai
From Bit To Bedside: A Practical Framework For Artificial Intelligence Product Development In Healthcare. CoRR (2020)
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 (2020)
David Higgins, Vince I. Madai
From Bit to Bedside: A Practical Framework for Artificial Intelligence Product Development in Healthcare. Adv. Intell. Syst. 2 (10) (2020)