| 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 | 1323 | 2020 |
| Preoperative functional mapping for rolandic brain tumor surgery: comparison of navigated transcranial magnetic stimulation to direct cortical stimulation T Picht, S Schmidt, S Brandt, D Frey, H Hannula, T Neuvonen, J Karhu, ... Neurosurgery 69 (3), 581-589, 2011 | 309 | 2011 |
| 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 |
| Navigated transcranial magnetic stimulation improves the treatment outcome in patients with brain tumors in motor eloquent locations D Frey, S Schilt, V Strack, A Zdunczyk, J Rösler, B Niraula, P Vajkoczy, ... Neuro-oncology 16 (10), 1365-1372, 2014 | 192 | 2014 |
| 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 | 187 | 2020 |
| A new approach for corticospinal tract reconstruction based on navigated transcranial stimulation and standardized fractional anisotropy values D Frey, V Strack, E Wiener, D Jussen, P Vajkoczy, T Picht Neuroimage 62 (3), 1600-1609, 2012 | 149 | 2012 |
| 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 |
| Language mapping in healthy volunteers and brain tumor patients with a novel navigated TMS system: evidence of tumor-induced plasticity J Rösler, B Niraula, V Strack, A Zdunczyk, S Schilt, P Savolainen, ... Clinical Neurophysiology 125 (3), 526-536, 2014 | 138 | 2014 |
| 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 3, 552258, 2020 | 106 | 2020 |
| Presurgical navigated TMS motor cortex mapping improves outcome in glioblastoma surgery: a controlled observational study T Picht, D Frey, S Thieme, S Kliesch, P Vajkoczy Journal of Neuro-oncology 126, 535-543, 2016 | 99 | 2016 |
| Is the motor system necessary for processing action and abstract emotion words? Evidence from focal brain lesions FR Dreyer, D Frey, S Arana, S Saldern, T Picht, P Vajkoczy, ... Frontiers in Psychology 6, 1661, 2015 | 96 | 2015 |
| Assessing the functional status of the motor system in brain tumor patients using transcranial magnetic stimulation T Picht, V Strack, J Schulz, A Zdunczyk, D Frey, S Schmidt, P Vajkoczy Acta neurochirurgica 154, 2075-2081, 2012 | 65 | 2012 |
| 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 | 61 | 2021 |
| Expectations and attitudes towards medical artificial intelligence: A qualitative study in the field of stroke J Amann, E Vayena, KE Ormond, D Frey, VI Madai, A Blasimme Plos one 18 (1), e0279088, 2023 | 44 | 2023 |
| Outcome prediction in aneurysmal subarachnoid hemorrhage: a comparison of machine learning methods and established clinico-radiological scores NF Dengler, VI Madai, M Unteroberdörster, E Zihni, SC Brune, A Hilbert, ... Neurosurgical Review, 1-10, 2021 | 40 | 2021 |
| Autocrine release of angiopoietin-2 mediates cerebrovascular disintegration in Moyamoya disease KG Blecharz, D Frey, T Schenkel, V Prinz, G Bedini, SM Krug, ... Journal of Cerebral Blood Flow & Metabolism 37 (4), 1527-1539, 2017 | 40 | 2017 |
| Generating 3D TOF-MRA volumes and segmentation labels using generative adversarial networks P Subramaniam, T Kossen, K Ritter, A Hennemuth, K Hildebrand, ... Medical image analysis 78, 102396, 2022 | 38 | 2022 |
| Gelatinolytic activity of autocrine matrix metalloproteinase-9 leads to endothelial de-arrangement in Moyamoya disease KG Blecharz-Lang, V Prinz, M Burek, D Frey, T Schenkel, SM Krug, ... Journal of Cerebral Blood Flow & Metabolism 38 (11), 1940-1953, 2018 | 38 | 2018 |
| Functional brain mapping of patients with arteriovenous malformations using navigated transcranial magnetic stimulation: first experience in ten patients N Kato, S Schilt, H Schneider, D Frey, M Kufeld, P Vajkoczy, T Picht Acta neurochirurgica 156, 885-895, 2014 | 27 | 2014 |
| Integration of navigated brain stimulation data into radiosurgical planning: potential benefits and dangers T Picht, S Schilt, D Frey, P Vajkoczy, M Kufeld Acta Neurochirurgica 156, 1125-1133, 2014 | 24 | 2014 |
