Explainability for artificial intelligence in healthcare: a multidisciplinary perspective

por Amann, Julia, Blasimme, Alessandro, Vayena, Effy, Frey, Dietmar, Madai, Vince I.
Publicado 2020

Expectations and attitudes towards medical artificial intelligence: A qualitative study in the field of stroke

por Amann, Julia, Vayena, Effy, Ormond, Kelly E., Frey, Dietmar, Madai, Vince I., Blasimme, Alessandro
Publicado 2023

Hybrid modelling for stroke care: Review and suggestions of new approaches for risk assessment and simulation of scenarios

por Herrgårdh, Tilda, Madai, Vince I., Kelleher, John D., Magnusson, Rasmus, Gustafsson, Mika, Milani, Lili, Gennemark, Peter, Cedersund, Gunnar
Publicado 2021

Neuropsychological Assessments of Patients With Acquired Brain Injury: A Cluster Analysis Approach to Address Heterogeneity in Web-Based Cognitive Rehabilitation

por García-Rudolph, Alejandro, García-Molina, Alberto, Opisso, Eloy, Tormos, Josep María, Madai, Vince I., Frey, Dietmar, Bernabeu, Montserrat
Publicado 2021

Personalised simulation of hemodynamics in cerebrovascular disease: lessons learned from a study of diagnostic accuracy

por Behland, Jonas, Madai, Vince I., Aydin, Orhun U., Akay, Ela M., Kossen, Tabea, Hilbert, Adam, Sobesky, Jan, Vajkoczy, Peter, Frey, Dietmar
Publicado 2023

Arginase and Arginine Decarboxylase – Where Do the Putative Gate Keepers of Polyamine Synthesis Reside in Rat Brain?

por Peters, Daniela, Berger, Jana, Langnaese, Kristina, Derst, Christian, Madai, Vince I., Krauss, Michael, Fischer, Klaus-Dieter, Veh, Rüdiger W., Laube, Gregor
Publicado 2013

A precision medicine framework for personalized simulation of hemodynamics in cerebrovascular disease

por Frey, Dietmar, Livne, Michelle, Leppin, Heiko, Akay, Ela M., Aydin, Orhun U., Behland, Jonas, Sobesky, Jan, Vajkoczy, Peter, Madai, Vince I.
Publicado 2021

Rapid Parametric Mapping of the Longitudinal Relaxation Time T(1) Using Two-Dimensional Variable Flip Angle Magnetic Resonance Imaging at 1.5 Tesla, 3 Tesla, and 7 Tesla

por Dieringer, Matthias A., Deimling, Michael, Santoro, Davide, Wuerfel, Jens, Madai, Vince I., Sobesky, Jan, von Knobelsdorff-Brenkenhoff, Florian, Schulz-Menger, Jeanette, Niendorf, Thoralf
Publicado 2014

Image-to-image generative adversarial networks for synthesizing perfusion parameter maps from DSC-MR images in cerebrovascular disease

por Kossen, Tabea, Madai, Vince I., Mutke, Matthias A., Hennemuth, Anja, Hildebrand, Kristian, Behland, Jonas, Aslan, Cagdas, Hilbert, Adam, Sobesky, Jan, Bendszus, Martin, Frey, Dietmar
Publicado 2023

Ultrahigh-Field MRI in Human Ischemic Stroke – a 7 Tesla Study

por Madai, Vince I., von Samson-Himmelstjerna, Federico C., Bauer, Miriam, Stengl, Katharina L., Mutke, Matthias A., Tovar-Martinez, Elena, Wuerfel, Jens, Endres, Matthias, Niendorf, Thoralf, Sobesky, Jan
Publicado 2012

A U-Net Deep Learning Framework for High Performance Vessel Segmentation in Patients With Cerebrovascular Disease

por Livne, Michelle, Rieger, Jana, Aydin, Orhun Utku, Taha, Abdel Aziz, Akay, Ela Marie, Kossen, Tabea, Sobesky, Jan, Kelleher, John D., Hildebrand, Kristian, Frey, Dietmar, Madai, Vince I.
Publicado 2019

Diagnostic and prognostic benefit of arterial spin labeling in subacute stroke

por Thamm, Thoralf, Zweynert, Sarah, Piper, Sophie K., Madai, Vince I., Livne, Michelle, Martin, Steve Z., Herzig, Cornelius X., Mutke, Matthias A., Siebert, Eberhard, Liebig, Thomas, Sobesky, Jan
Publicado 2019

Comparing Poor and Favorable Outcome Prediction With Machine Learning After Mechanical Thrombectomy in Acute Ischemic Stroke

por Mutke, Matthias A., Madai, Vince I., Hilbert, Adam, Zihni, Esra, Potreck, Arne, Weyland, Charlotte S., Möhlenbruch, Markus A., Heiland, Sabine, Ringleb, Peter A., Nagel, Simon, Bendszus, Martin, Frey, Dietmar
Publicado 2022

Anatomical labeling of intracranial arteries with deep learning in patients with cerebrovascular disease

por Hilbert, Adam, Rieger, Jana, Madai, Vince I., Akay, Ela M., Aydin, Orhun U., Behland, Jonas, Khalil, Ahmed A., Galinovic, Ivana, Sobesky, Jan, Fiebach, Jochen, Livne, Michelle, Frey, Dietmar
Publicado 2022

Clinical Evaluation of an Arterial-Spin-Labeling Product Sequence in Steno-Occlusive Disease of the Brain

por Mutke, Matthias A., Madai, Vince I., von Samson-Himmelstjerna, Federico C., Zaro Weber, Olivier, Revankar, Gajanan S., Martin, Steve Z., Stengl, Katharina L., Bauer, Miriam, Hetzer, Stefan, Günther, Matthias, Sobesky, Jan
Publicado 2014

Machine Learning–Based Identification of Target Groups for Thrombectomy in Acute Stroke

por Quandt, Fanny, Flottmann, Fabian, Madai, Vince I., Alegiani, Anna, Küpper, Clemens, Kellert, Lars, Hilbert, Adam, Frey, Dietmar, Liebig, Thomas, Fiehler, Jens, Goyal, Mayank, Saver, Jeffrey L., Gerloff, Christian, Thomalla, Götz, Tiedt, Steffen
Publicado 2022

Toward Sharing Brain Images: Differentially Private TOF-MRA Images With Segmentation Labels Using Generative Adversarial Networks

por Kossen, Tabea, Hirzel, Manuel A., Madai, Vince I., Boenisch, Franziska, Hennemuth, Anja, Hildebrand, Kristian, Pokutta, Sebastian, Sharma, Kartikey, Hilbert, Adam, Sobesky, Jan, Galinovic, Ivana, Khalil, Ahmed A., Fiebach, Jochen B., Frey, Dietmar
Publicado 2022

DWI Intensity Values Predict FLAIR Lesions in Acute Ischemic Stroke

por Madai, Vince I., Galinovic, Ivana, Grittner, Ulrike, Zaro-Weber, Olivier, Schneider, Alice, Martin, Steve Z., Samson-Himmelstjerna, Federico C. v., Stengl, Katharina L., Mutke, Matthias A., Moeller-Hartmann, Walter, Ebinger, Martin, Fiebach, Jochen B., Sobesky, Jan
Publicado 2014

BRAVE-NET: Fully Automated Arterial Brain Vessel Segmentation in Patients With Cerebrovascular Disease

por Hilbert, Adam, Madai, Vince I., Akay, Ela M., Aydin, Orhun U., Behland, Jonas, Sobesky, Jan, Galinovic, Ivana, Khalil, Ahmed A., Taha, Abdel A., Wuerfel, Jens, Dusek, Petr, Niendorf, Thoralf, Fiebach, Jochen B., Frey, Dietmar, Livne, Michelle
Publicado 2020

Reporting guideline for the early stage clinical evaluation of decision support systems driven by artificial intelligence: DECIDE-AI

por Vasey, Baptiste, Nagendran, Myura, Campbell, Bruce, Clifton, David A, Collins, Gary S, Denaxas, Spiros, Denniston, Alastair K, Faes, Livia, Geerts, Bart, Ibrahim, Mudathir, Liu, Xiaoxuan, Mateen, Bilal A, Mathur, Piyush, McCradden, Melissa D, Morgan, Lauren, Ordish, Johan, Rogers, Campbell, Saria, Suchi, Ting, Daniel S W, Watkinson, Peter, Weber, Wim, Wheatstone, Peter, McCulloch, Peter, Lee, Aaron Y, Fraser, Alan G, Connell, Ali, Vira, Alykhan, Esteva, Andre, Althouse, Andrew D, Beam, Andrew L, de Hond, Anne, Boulesteix, Anne-Laure, Bradlow, Anthony, Ercole, Ari, Paez, Arsenio, Tsanas, Athanasios, Kirby, Barry, Glocker, Ben, Velardo, Carmelo, Park, Chang Min, Hehakaya, Charisma, Baber, Chris, Paton, Chris, Johner, Christian, Kelly, Christopher J, Vincent, Christopher J, Yau, Christopher, McGenity, Clare, Gatsonis, Constantine, Faivre-Finn, Corinne, Simon, Crispin, Sent, Danielle, Bzdok, Danilo, Treanor, Darren, Wong, David C, Steiner, David F, Higgins, David, Benson, Dawn, O’Regan, Declan P, Gunasekaran, Dinesh V, Danks, Dominic, Neri, Emanuele, Kyrimi, Evangelia, Schwendicke, Falk, Magrabi, Farah, Ives, Frances, Rademakers, Frank E, Fowler, George E, Frau, Giuseppe, Hogg, H D Jeffry, Marcus, Hani J, Chan, Heang-Ping, Xiang, Henry, McIntyre, Hugh F, Harvey, Hugh, Kim, Hyungjin, Habli, Ibrahim, Fackler, James C, Shaw, James, Higham, Janet, Wohlgemut, Jared M, Chong, Jaron, Bibault, Jean-Emmanuel, Cohen, Jérémie F, Kers, Jesper, Morley, Jessica, Krois, Joachim, Monteiro, Joao, Horovitz, Joel, Fletcher, John, Taylor, Jonathan, Yoon, Jung Hyun, Singh, Karandeep, Moons, Karel G M, Karpathakis, Kassandra, Catchpole, Ken, Hood, Kerenza, Balaskas, Konstantinos, Kamnitsas, Konstantinos, Militello, Laura, Wynants, Laure, Oakden-Rayner, Lauren, Lovat, Laurence B, Smits, Luc J M, Hinske, Ludwig C, ElZarrad, M Khair, van Smeden, Maarten, Giavina-Bianchi, Mara, Daley, Mark, Sendak, Mark P, Sujan, Mark, Rovers, Maroeska, DeCamp, Matthew, Woodward, Matthew, Komorowski, Matthieu, Marsden, Max, Mackintosh, Maxine, Abramoff, Michael D, Armengol de la Hoz, Miguel Ángel, Hambidge, Neale, Daly, Neil, Peek, Niels, Redfern, Oliver, Ahmad, Omer F, Bossuyt, Patrick M, Keane, Pearse A, Ferreira, Pedro N P, Schnell-Inderst, Petra, Mascagni, Pietro, Dasgupta, Prokar, Guan, Pujun, Barnett, Rachel, Kader, Rawen, Chopra, Reena, Mann, Ritse M, Sarkar, Rupa, Mäenpää, Saana M, Finlayson, Samuel G, Vollam, Sarah, Vollmer, Sebastian J, Park, Seong Ho, Laher, Shakir, Joshi, Shalmali, van der Meijden, Siri L, Shelmerdine, Susan C, Tan, Tien-En, Stocker, Tom JW, Giannini, Valentina, Madai, Vince I, Newcombe, Virginia, Ng, Wei Yan, Rogers, Wendy A, Ogallo, William, Park, Yoonyoung, Perkins, Zane B
Publicado 2022