From Bit to Bedside: A Practical Framework for Artificial Intelligence Product Development in Healthcare by David Higgins, Vince I. Madai

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The unmet promise of trustworthy AI in healthcare: why we fail at clinical translation by Valerie K. Bürger, Julia Amann, Cathrine K. T. Bui, Jana Fehr, Jana Fehr, Vince I. Madai, Vince I. Madai

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A trustworthy AI reality-check: the lack of transparency of artificial intelligence products in healthcare by Jana Fehr, Jana Fehr, Jana Fehr, Brian Citro, Rohit Malpani, Christoph Lippert, Christoph Lippert, Christoph Lippert, Vince I. Madai, Vince I. Madai

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Personalised simulation of hemodynamics in cerebrovascular disease: lessons learned from a study of diagnostic accuracy by Jonas Behland, Jonas Behland, Vince I. Madai, Vince I. Madai, Vince I. Madai, Orhun U. Aydin, Ela M. Akay, Tabea Kossen, Tabea Kossen, Adam Hilbert, Jan Sobesky, Jan Sobesky, Peter Vajkoczy, Dietmar Frey, Dietmar Frey

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Comparing Poor and Favorable Outcome Prediction With Machine Learning After Mechanical Thrombectomy in Acute Ischemic Stroke by Matthias A. Mutke, Vince I. Madai, Vince I. Madai, Vince I. Madai, Adam Hilbert, Esra Zihni, Esra Zihni, Arne Potreck, Charlotte S. Weyland, Markus A. Möhlenbruch, Sabine Heiland, Peter A. Ringleb, Simon Nagel, Martin Bendszus, Dietmar Frey

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Image-to-image generative adversarial networks for synthesizing perfusion parameter maps from DSC-MR images in cerebrovascular disease by Tabea Kossen, Tabea Kossen, Vince I. Madai, Vince I. Madai, Vince I. Madai, Matthias A. Mutke, Anja Hennemuth, Anja Hennemuth, Anja Hennemuth, Kristian Hildebrand, Jonas Behland, Cagdas Aslan, Adam Hilbert, Jan Sobesky, Jan Sobesky, Martin Bendszus, Dietmar Frey

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Anatomical labeling of intracranial arteries with deep learning in patients with cerebrovascular disease by Adam Hilbert, Jana Rieger, Vince I. Madai, Vince I. Madai, Vince I. Madai, Ela M. Akay, Orhun U. Aydin, Jonas Behland, Ahmed A. Khalil, Ahmed A. Khalil, Ahmed A. Khalil, Ahmed A. Khalil, Ivana Galinovic, Jan Sobesky, Jan Sobesky, Jochen Fiebach, Michelle Livne, Dietmar Frey

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Expectations and attitudes towards medical artificial intelligence: A qualitative study in the field of stroke by Julia Amann, Effy Vayena, Kelly E. Ormond, Dietmar Frey, Vince I. Madai, Alessandro Blasimme

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Expectations and attitudes towards medical artificial intelligence: A qualitative study in the field of stroke. by Julia Amann, Effy Vayena, Kelly E Ormond, Dietmar Frey, Vince I Madai, Alessandro Blasimme

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Neuropsychological Assessments of Patients With Acquired Brain Injury: A Cluster Analysis Approach to Address Heterogeneity in Web-Based Cognitive Rehabilitation by Alejandro García-Rudolph, Alejandro García-Rudolph, Alejandro García-Rudolph, Alberto García-Molina, Alberto García-Molina, Alberto García-Molina, Eloy Opisso, Eloy Opisso, Eloy Opisso, Josep María Tormos, Josep María Tormos, Josep María Tormos, Vince I. Madai, Vince I. Madai, Vince I. Madai, Dietmar Frey, Montserrat Bernabeu, Montserrat Bernabeu, Montserrat Bernabeu

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Toward Sharing Brain Images: Differentially Private TOF-MRA Images With Segmentation Labels Using Generative Adversarial Networks by Tabea Kossen, Tabea Kossen, Manuel A. Hirzel, Vince I. Madai, Vince I. Madai, Vince I. Madai, Franziska Boenisch, Anja Hennemuth, Anja Hennemuth, Anja Hennemuth, Kristian Hildebrand, Sebastian Pokutta, Sebastian Pokutta, Kartikey Sharma, Adam Hilbert, Jan Sobesky, Jan Sobesky, Ivana Galinovic, Ahmed A. Khalil, Ahmed A. Khalil, Ahmed A. Khalil, Jochen B. Fiebach, Dietmar Frey

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A U-Net Deep Learning Framework for High Performance Vessel Segmentation in Patients With Cerebrovascular Disease by Michelle Livne, Michelle Livne, Jana Rieger, Orhun Utku Aydin, Abdel Aziz Taha, Ela Marie Akay, Tabea Kossen, Tabea Kossen, Jan Sobesky, Jan Sobesky, John D. Kelleher, Kristian Hildebrand, Dietmar Frey, Vince I. Madai, Vince I. Madai

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Hybrid modelling for stroke care: Review and suggestions of new approaches for risk assessment and simulation of scenarios by Tilda Herrgårdh, Vince I. Madai, John D. Kelleher, Rasmus Magnusson, Mika Gustafsson, Lili Milani, Peter Gennemark, Gunnar Cedersund

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A precision medicine framework for personalized simulation of hemodynamics in cerebrovascular disease by Dietmar Frey, Michelle Livne, Heiko Leppin, Ela M. Akay, Orhun U. Aydin, Jonas Behland, Jan Sobesky, Peter Vajkoczy, Vince I. Madai

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Arginase and Arginine Decarboxylase - Where Do the Putative Gate Keepers of Polyamine Synthesis Reside in Rat Brain? by Daniela Peters, Jana Berger, Kristina Langnaese, Christian Derst, Vince I Madai, Michael Krauss, Klaus-Dieter Fischer, Rüdiger W Veh, Gregor Laube

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Rapid parametric mapping of the longitudinal relaxation time T1 using two-dimensional variable flip angle magnetic resonance imaging at 1.5 Tesla, 3 Tesla, and 7 Tesla. by Matthias A Dieringer, Michael Deimling, Davide Santoro, Jens Wuerfel, Vince I Madai, Jan Sobesky, Florian von Knobelsdorff-Brenkenhoff, Jeanette Schulz-Menger, Thoralf Niendorf

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A deep learning analysis of stroke onset time prediction and comparison to DWI-FLAIR mismatch by Ela Marie Z. Akay, Jana Rieger, Ricardo Schöttler, Jonas Behland, Raphael Schymczyk, Ahmed A. Khalil, Ivana Galinovic, Jan Sobesky, Jochen B. Fiebach, Vince I. Madai, Adam Hilbert, Dietmar Frey

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On Assessing Trustworthy AI in Healthcare. Machine Learning as a Supportive Tool to Recognize Cardiac Arrest in Emergency Calls by Roberto V. Zicari, Roberto V. Zicari, James Brusseau, Stig Nikolaj Blomberg, Helle Collatz Christensen, Megan Coffee, Marianna B. Ganapini, Sara Gerke, Thomas Krendl Gilbert, Eleanore Hickman, Elisabeth Hildt, Sune Holm, Ulrich Kühne, Vince I. Madai, Vince I. Madai, Vince I. Madai, Walter Osika, Andy Spezzatti, Eberhard Schnebel, Jesmin Jahan Tithi, Dennis Vetter, Magnus Westerlund, Renee Wurth, Julia Amann, Vegard Antun, Valentina Beretta, Frédérick Bruneault, Erik Campano, Boris Düdder, Alessio Gallucci, Emmanuel Goffi, Christoffer Bjerre Haase, Thilo Hagendorff, Pedro Kringen, Florian Möslein, Davi Ottenheimer, Matiss Ozols, Laura Palazzani, Martin Petrin, Martin Petrin, Karin Tafur, Jim Tørresen, Holger Volland, Georgios Kararigas

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Clinical evaluation of an arterial-spin-labeling product sequence in steno-occlusive disease of the brain. by Matthias A Mutke, Vince I Madai, Federico C von Samson-Himmelstjerna, Olivier Zaro Weber, Gajanan S Revankar, Steve Z Martin, Katharina L Stengl, Miriam Bauer, Stefan Hetzer, Matthias Günther, Jan Sobesky

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Co-Design of a Trustworthy AI System in Healthcare: Deep Learning Based Skin Lesion Classifier by Roberto V. Zicari, Roberto V. Zicari, Roberto V. Zicari, Sheraz Ahmed, Julia Amann, Stephan Alexander Braun, Stephan Alexander Braun, John Brodersen, John Brodersen, Frédérick Bruneault, James Brusseau, Erik Campano, Megan Coffee, Andreas Dengel, Andreas Dengel, Boris Düdder, Alessio Gallucci, Thomas Krendl Gilbert, Philippe Gottfrois, Emmanuel Goffi, Christoffer Bjerre Haase, Christoffer Bjerre Haase, Thilo Hagendorff, Eleanore Hickman, Elisabeth Hildt, Sune Holm, Pedro Kringen, Ulrich Kühne, Adriano Lucieri, Adriano Lucieri, Vince I. Madai, Vince I. Madai, Vince I. Madai, Pedro A. Moreno-Sánchez, Oriana Medlicott, Matiss Ozols, Matiss Ozols, Eberhard Schnebel, Andy Spezzatti, Jesmin Jahan Tithi, Steven Umbrello, Dennis Vetter, Holger Volland, Magnus Westerlund, Renee Wurth

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