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Stefan Winzeck
Stefan Winzeck
Unknown affiliation
Verified email at cam.ac.uk
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Cited by
Year
ISLES 2015-A public evaluation benchmark for ischemic stroke lesion segmentation from multispectral MRI
O Maier, BH Menze, J Von der Gablentz, L Häni, MP Heinrich, M Liebrand, ...
Medical image analysis 35, 250-269, 2017
4952017
Case-mix, care pathways, and outcomes in patients with traumatic brain injury in CENTER-TBI: a European prospective, multicentre, longitudinal, cohort study
EW Steyerberg, E Wiegers, C Sewalt, A Buki, G Citerio, V De Keyser, ...
The Lancet Neurology 18 (10), 923-934, 2019
3582019
ISLES 2016 and 2017-benchmarking ischemic stroke lesion outcome prediction based on multispectral MRI
S Winzeck, A Hakim, R McKinley, JA Pinto, V Alves, C Silva, M Pisov, ...
Frontiers in neurology 9, 679, 2018
1672018
Machine learning algorithms performed no better than regression models for prognostication in traumatic brain injury
BY Gravesteijn, D Nieboer, A Ercole, HF Lingsma, D Nelson, ...
Journal of clinical epidemiology 122, 95-107, 2020
1492020
Pathological computed tomography features associated with adverse outcomes after mild traumatic brain injury: a TRACK-TBI study with external validation in CENTER-TBI
EL Yuh, S Jain, X Sun, D Pisică, MH Harris, SR Taylor, AJ Markowitz, ...
JAMA neurology 78 (9), 1137-1148, 2021
702021
Big data approaches to phenotyping acute ischemic stroke using automated lesion segmentation of multi-center magnetic resonance imaging data
O Wu, S Winzeck, AK Giese, BL Hancock, MR Etherton, MJRJ Bouts, ...
Stroke 50 (7), 1734-1741, 2019
562019
Predicting infarct core from computed tomography perfusion in acute ischemia with machine learning: lessons from the ISLES challenge
A Hakim, S Christensen, S Winzeck, MG Lansberg, MW Parsons, C Lucas, ...
Stroke 52 (7), 2328-2337, 2021
552021
Surgery versus conservative treatment for traumatic acute subdural haematoma: a prospective, multicentre, observational, comparative effectiveness study
TA van Essen, HF Lingsma, D Pisică, RD Singh, V Volovici, ...
The lancet neurology 21 (7), 620-631, 2022
442022
Ensemble of convolutional neural networks improves automated segmentation of acute ischemic lesions using multiparametric diffusion-weighted MRI
S Winzeck, SJT Mocking, R Bezerra, MJRJ Bouts, EC McIntosh, I Diwan, ...
American Journal of Neuroradiology 40 (6), 938-945, 2019
432019
Deep Learning–Based Automated Abdominal Organ Segmentation in the UK Biobank and German National Cohort Magnetic Resonance Imaging Studies
T Kart, M Fischer, T Küstner, T Hepp, F Bamberg, S Winzeck, B Glocker, ...
Investigative Radiology, 2021
422021
Incidence, risk factors, and effects on outcome of ventilator-associated pneumonia in patients with traumatic brain injury: analysis of a large, multicenter, prospective …
C Robba, P Rebora, E Banzato, EJA Wiegers, N Stocchetti, DK Menon, ...
Chest 158 (6), 2292-2303, 2020
412020
Post-acute blood biomarkers and disease progression in traumatic brain injury
VFJ Newcombe, NJ Ashton, JP Posti, B Glocker, A Manktelow, ...
Brain 145 (6), 2064-2076, 2022
402022
Occurrence and timing of withdrawal of life-sustaining measures in traumatic brain injury patients: a CENTER-TBI study
E van Veen, M Van Der Jagt, G Citerio, N Stocchetti, D Gommers, ...
Intensive care medicine 47, 1115-1129, 2021
382021
Design and rationale for examining neuroimaging genetics in ischemic stroke: The MRI-GENIE study
AK Giese, MD Schirmer, KL Donahue, L Cloonan, R Irie, S Winzeck, ...
Neurology: Genetics 3 (5), e180, 2017
372017
Algorithmic encoding of protected characteristics in chest X-ray disease detection models
B Glocker, C Jones, M Bernhardt, S Winzeck
EBioMedicine 89, 2023
352023
Neuroanatomical substrates of generalized brain dysfunction in COVID-19
VFJ Newcombe, LRB Spindler, T Das, S Winzeck, K Allinson, ...
Intensive care medicine 47, 116-118, 2021
352021
Neuroanatomical substrates and symptoms associated with magnetic resonance imaging of patients with mild traumatic brain injury
S Richter, S Winzeck, EN Kornaropoulos, T Das, TV Vyvere, J Verheyden, ...
JAMA Network Open 4 (3), e210994-e210994, 2021
312021
Tracheal intubation in traumatic brain injury: a multicentre prospective observational study
BY Gravesteijn, CA Sewalt, D Nieboer, DK Menon, A Maas, F Lecky, ...
British journal of anaesthesia 125 (4), 505-517, 2020
312020
A genome-wide association study of outcome from traumatic brain injury
M Kals, K Kunzmann, L Parodi, F Radmanesh, L Wilson, S Izzy, ...
EBioMedicine 77, 2022
212022
Metabolic derangements are associated with impaired glucose delivery following traumatic brain injury
J Hermanides, YT Hong, M Trivedi, J Outtrim, F Aigbirhio, PJ Nestor, ...
Brain 144 (11), 3492-3504, 2021
212021
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