Vince I. Madai

19 papers Journal 19

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	How Meta-research Can Pave the Road Towards Trustworthy AI In Healthcare: Catalogue of Ideas and Roadmap for Future Research. CoRR Valerie K. Bürger, Marlie Besouw, Jana Fehr, Riana Minocher, Emma Moorhead, Isabel Velarde, Louis Agha-Mir-Salim, Julia Amann, Alexandra Bannach-Brown, David B. Blumenthal, Kaitlyn Hair, Bert Heinrichs, Moritz Herrmann, Elizabeth Hofvenschiöld, Sune Holm, Anne A. H. de Hond, Sara Kijewski, Stuart McLennan, Timo Minssen, Marco S. Nobile, Nico Pfeifer, Jessica L. Rohmann, Tony Ross-Hellauer, Marija Slavkovik, Karin Tafur, Eleonora Viganò, Magnus Westerlund, Tracey L. Weissgerber, Vince I. Madai
2025	J	`jnl`	A Modified Parallel NET (MPNET)-Based Deep Learning Technique for the Segmentation and Quantification of Visceral and Superficial Adipose Tissues of CT Scans. IEEE Access Josteve Adekanbi, Debashish Das, Nouh Elmitwally, Aliyuda Ali, Vince I. Madai, Bahadar Bhatia, John Morlese, Muhammed Afsal, Tanay Shah
2024	J	`jnl`	A trustworthy AI reality-check: the lack of transparency of artificial intelligence products in healthcare. Frontiers Digit. Health Jana Fehr, Brian Citro, Rohit Malpani, Christoph Lippert, Vince I. Madai
2024	J	`jnl`	Federated learning is not a cure-all for data ethics. Nat. Mac. Intell. Marieke A. R. Bak, Vince I. Madai, Leo Anthony Celi, Georgios Kaissis, Ronald Cornet, Menno Maris, Daniel Rueckert, Alena Buyx, Stuart McLennan
2024	J	`jnl`	Interplay between Federated Learning and Explainable Artificial Intelligence: a Scoping Review. CoRR Luis M. Lopez-Ramos, Florian Leiser, Aditya Rastogi, Steven Hicks, Inga Strümke, Vince I. Madai, Tobias Budig, Ali Sunyaev, Adam Hilbert
2024	J	`jnl`	The unmet promise of trustworthy AI in healthcare: why we fail at clinical translation. Frontiers Digit. Health Valerie K. Bürger, Julia Amann, Cathrine K. T. Bui, Jana Fehr, Vince I. Madai
2023	J	`jnl`	Generating evidence on privacy outcomes to inform privacy risk management: A way forward? J. Biomed. Informatics Daniel Strech, Tamarinde Haven, Vince I. Madai, Thierry Meurers, Fabian Prasser
2023	J	`jnl`	Lessons Learned from Assessing Trustworthy AI in Practice. Digit. Soc. 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
2022	J	`jnl`	Generating 3D TOF-MRA volumes and segmentation labels using generative adversarial networks. Medical Image Anal. 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
2022	J	`jnl`	How to Assess Trustworthy AI in Practice. CoRR 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
2022	J	`jnl`	Toward Sharing Brain Images: Differentially Private TOF-MRA Images With Segmentation Labels Using Generative Adversarial Networks. Frontiers Artif. Intell. 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
2021	J	`jnl`	Artificial Intelligence in Healthcare: Lost In Translation? CoRR Vince I. Madai, David C. Higgins
2021	J	`jnl`	Synthesizing anonymized and labeled TOF-MRA patches for brain vessel segmentation using generative adversarial networks. Comput. Biol. Medicine 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
2021	J	`jnl`	The social dilemma in AI development and why we have to solve it. CoRR Inga Strümke, Marija Slavkovik, Vince I. Madai
2020	J	`jnl`	Anonymization of labeled TOF-MRA images for brain vessel segmentation using generative adversarial networks. CoRR 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
2020	J	`jnl`	BRAVE-NET: Fully Automated Arterial Brain Vessel Segmentation in Patients With Cerebrovascular Disease. Frontiers Artif. Intell. 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
2020	J	`jnl`	Explainability for artificial intelligence in healthcare: a multidisciplinary perspective. BMC Medical Informatics Decis. Mak. Julia Amann, Alessandro Blasimme, Effy Vayena, Dietmar Frey, Vince I. Madai
2020	J	`jnl`	From Bit To Bedside: A Practical Framework For Artificial Intelligence Product Development In Healthcare. CoRR David Higgins, Vince I. Madai
2020	J	`jnl`	From Bit to Bedside: A Practical Framework for Artificial Intelligence Product Development in Healthcare. Adv. Intell. Syst. David Higgins, Vince I. Madai