| Explainability for artificial intelligence in healthcare: a multidisciplinary perspective J Amann, A Blasimme, E Vayena, D Frey, VI Madai, ... BMC medical informatics and decision making 20, 1-9, 2020 | 1310 | 2020 |
| A U-Net deep learning framework for high performance vessel segmentation in patients with cerebrovascular disease M Livne, J Rieger, OU Aydin, AA Taha, EM Akay, T Kossen, J Sobesky, ... Frontiers in neuroscience 13, 97, 2019 | 279 | 2019 |
| Glutamatergic axons from the lateral habenula mainly terminate on GABAergic neurons of the ventral midbrain K Brinschwitz, A Dittgen, VI Madai, R Lommel, S Geisler, RW Veh Neuroscience 168 (2), 463-476, 2010 | 237 | 2010 |
| Opening the black box of artificial intelligence for clinical decision support: A study predicting stroke outcome E Zihni, VI Madai, M Livne, I Galinovic, AA Khalil, JB Fiebach, D Frey Plos one 15 (4), e0231166, 2020 | 186 | 2020 |
| On the usage of average Hausdorff distance for segmentation performance assessment: hidden error when used for ranking OU Aydin, AA Taha, A Hilbert, AA Khalil, I Galinovic, JB Fiebach, D Frey, ... European radiology experimental 5, 1-7, 2021 | 140 | 2021 |
| To explain or not to explain?—Artificial intelligence explainability in clinical decision support systems J Amann, D Vetter, SN Blomberg, HC Christensen, M Coffee, S Gerke, ... PLOS Digital Health 1 (2), e0000016, 2022 | 129 | 2022 |
| BRAVE-NET: Fully Automated Arterial Brain Vessel Segmentation In Patients with Cerebrovascular Disease A Hilbert, VI Madai, EM Akay, OU Aydin, J Behland, J Sobesky, I Galinovic, ... Frontiers in Artificial Intelligence, 25 September 2020 | https://doi.org/10 …, 2020 | 106 | 2020 |
| From Bit To Bedside: A Practical Framework For Artificial Intelligence Product Development In Healthcare D Higgins, VI Madai Advanced Intelligent Systems, July 2020, Wiley Online Library, doi:https …, 2020 | 95 | 2020 |
| Brain iron accumulation in Wilson disease: a post mortem 7 Tesla MRI – histopathological study P Dusek, E Bahn, T Litwin, K Jabłonka‐Salach, A Łuciuk, T Huelnhagen, ... Neuropathology and applied neurobiology 43 (6), 514-532, 2017 | 87 | 2017 |
| A glutamatergic projection from the lateral hypothalamus targets VTA-projecting neurons in the lateral habenula of the rat WC Poller, VI Madai, R Bernard, G Laube, RW Veh Brain research 1507, 45-60, 2013 | 83 | 2013 |
| Ultrahigh-field MRI in human ischemic stroke–a 7 tesla study VI Madai, FC von Samson-Himmelstjerna, M Bauer, KL Stengl, MA Mutke, ... PLoS One 7 (5), e37631, 2012 | 69 | 2012 |
| You can’t have AI both ways: balancing health data privacy and access fairly M Bak, VI Madai, MC Fritzsche, MT Mayrhofer, S McLennan Frontiers in genetics 13, 929453, 2022 | 67 | 2022 |
| Synthesizing anonymized and labeled TOF-MRA patches for brain vessel segmentation using generative adversarial networks T Kossen, P Subramaniam, VI Madai, A Hennemuth, K Hildebrand, ... Computers in biology and medicine 131, 104254, 2021 | 62 | 2021 |
| Rapid Parametric Mapping of the Longitudinal Relaxation Time T1 Using Two-Dimensional Variable Flip Angle Magnetic Resonance Imaging at 1.5 Tesla, 3 Tesla … MA Dieringer, M Deimling, D Santoro, J Wuerfel, VI Madai, J Sobesky, ... PLoS One 9 (3), e91318, 2014 | 62 | 2014 |
| 3D GRASE pulsed arterial spin labeling at multiple inflow times in patients with long arterial transit times: comparison with dynamic susceptibility-weighted contrast-enhanced … SZ Martin, VI Madai, FC von Samson-Himmelstjerna, MA Mutke, M Bauer, ... Journal of Cerebral Blood Flow & Metabolism 35 (3), 392-401, 2015 | 57 | 2015 |
| Co-design of a trustworthy AI system in healthcare: deep learning based skin lesion classifier RV Zicari, S Ahmed, J Amann, SA Braun, J Brodersen, F Bruneault, ... Frontiers in Human Dynamics 3, 688152, 2021 | 56 | 2021 |
| Clinical evaluation of an arterial-spin-labeling product sequence in steno-occlusive disease of the brain MA Mutke, VI Madai, FC von Samson-Himmelstjerna, O Zaro Weber, ... PLoS One 9 (2), e87143, 2014 | 51 | 2014 |
| Lateral habenular neurons projecting to reward-processing monoaminergic nuclei express hyperpolarization-activated cyclic nucleotid-gated cation channels WC Poller, R Bernard, C Derst, T Weiss, VI Madai, RW Veh Neuroscience 193, 205-216, 2011 | 50 | 2011 |
| Arginase and arginine decarboxylase–where do the putative gate keepers of polyamine synthesis reside in rat brain? D Peters, J Berger, K Langnaese, C Derst, VI Madai, M Krauss, ... PLoS One 8 (6), e66735, 2013 | 45 | 2013 |
| On assessing trustworthy AI in healthcare. Machine learning as a supportive tool to recognize cardiac arrest in emergency calls RV Zicari, J Brusseau, SN Blomberg, HC Christensen, M Coffee, ... Frontiers in Human Dynamics 3, 673104, 2021 | 43 | 2021 |
Dietmar FreyDirector Charité Lab for AI in MedicineVerified email at charite.de
