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Ensemble of Convolutional Neural Networks Improves Automated Segmentation of Acute Ischemic Lesions Using Multiparametric Diffusion-Weighted MRI.
Winzeck S, Mocking SJT, Bezerra R, Bouts MJRJ, McIntosh EC, Diwan I, Garg P, Chutinet A, Kimberly WT, Copen WA, Schaefer PW, Ay H, Singhal AB, Kamnitsas K, Glocker B, Sorensen AG, Wu O. Winzeck S, et al. AJNR Am J Neuroradiol. 2019 Jun;40(6):938-945. doi: 10.3174/ajnr.A6077. Epub 2019 May 30. AJNR Am J Neuroradiol. 2019. PMID: 31147354 Free PMC article.
ISLES 2015 - A public evaluation benchmark for ischemic stroke lesion segmentation from multispectral MRI.
Maier O, Menze BH, von der Gablentz J, Ḧani L, Heinrich MP, Liebrand M, Winzeck S, Basit A, Bentley P, Chen L, Christiaens D, Dutil F, Egger K, Feng C, Glocker B, Götz M, Haeck T, Halme HL, Havaei M, Iftekharuddin KM, Jodoin PM, Kamnitsas K, Kellner E, Korvenoja A, Larochelle H, Ledig C, Lee JH, Maes F, Mahmood Q, Maier-Hein KH, McKinley R, Muschelli J, Pal C, Pei L, Rangarajan JR, Reza SMS, Robben D, Rueckert D, Salli E, Suetens P, Wang CW, Wilms M, Kirschke JS, Kr Amer UM, Münte TF, Schramm P, Wiest R, Handels H, Reyes M. Maier O, et al. Among authors: winzeck s. Med Image Anal. 2017 Jan;35:250-269. doi: 10.1016/j.media.2016.07.009. Epub 2016 Jul 21. Med Image Anal. 2017. PMID: 27475911 Free PMC article.
Design and rationale for examining neuroimaging genetics in ischemic stroke: The MRI-GENIE study.
Giese AK, Schirmer MD, Donahue KL, Cloonan L, Irie R, Winzeck S, Bouts MJRJ, McIntosh EC, Mocking SJ, Dalca AV, Sridharan R, Xu H, Frid P, Giralt-Steinhauer E, Holmegaard L, Roquer J, Wasselius J, Cole JW, McArdle PF, Broderick JP, Jimenez-Conde J, Jern C, Kissela BM, Kleindorfer DO, Lemmens R, Lindgren A, Meschia JF, Rundek T, Sacco RL, Schmidt R, Sharma P, Slowik A, Thijs V, Woo D, Worrall BB, Kittner SJ, Mitchell BD, Rosand J, Golland P, Wu O, Rost NS. Giese AK, et al. Among authors: winzeck s. Neurol Genet. 2017 Aug 24;3(5):e180. doi: 10.1212/NXG.0000000000000180. eCollection 2017 Oct. Neurol Genet. 2017. PMID: 28852707 Free PMC article.
Big Data Approaches to Phenotyping Acute Ischemic Stroke Using Automated Lesion Segmentation of Multi-Center Magnetic Resonance Imaging Data.
Wu O, Winzeck S, Giese AK, Hancock BL, Etherton MR, Bouts MJRJ, Donahue K, Schirmer MD, Irie RE, Mocking SJT, McIntosh EC, Bezerra R, Kamnitsas K, Frid P, Wasselius J, Cole JW, Xu H, Holmegaard L, Jiménez-Conde J, Lemmens R, Lorentzen E, McArdle PF, Meschia JF, Roquer J, Rundek T, Sacco RL, Schmidt R, Sharma P, Slowik A, Stanne TM, Thijs V, Vagal A, Woo D, Bevan S, Kittner SJ, Mitchell BD, Rosand J, Worrall BB, Jern C, Lindgren AG, Maguire J, Rost NS. Wu O, et al. Among authors: winzeck s. Stroke. 2019 Jul;50(7):1734-1741. doi: 10.1161/STROKEAHA.119.025373. Epub 2019 Jun 10. Stroke. 2019. PMID: 31177973 Free PMC article.
Post-acute blood biomarkers and disease progression in traumatic brain injury.
Newcombe VFJ, Ashton NJ, Posti JP, Glocker B, Manktelow A, Chatfield DA, Winzeck S, Needham E, Correia MM, Williams GB, Simrén J, Takala RSK, Katila AJ, Maanpää HR, Tallus J, Frantzén J, Blennow K, Tenovuo O, Zetterberg H, Menon DK. Newcombe VFJ, et al. Among authors: winzeck s. Brain. 2022 Jun 30;145(6):2064-2076. doi: 10.1093/brain/awac126. Brain. 2022. PMID: 35377407 Free PMC article.
Development of machine learning support for reading whole body diffusion-weighted MRI (WB-MRI) in myeloma for the detection and quantification of the extent of disease before and after treatment (MALIMAR): protocol for a cross-sectional diagnostic test accuracy study.
Satchwell L, Wedlake L, Greenlay E, Li X, Messiou C, Glocker B, Barwick T, Barfoot T, Doran S, Leach MO, Koh DM, Kaiser M, Winzeck S, Qaiser T, Aboagye E, Rockall A. Satchwell L, et al. Among authors: winzeck s. BMJ Open. 2022 Oct 5;12(10):e067140. doi: 10.1136/bmjopen-2022-067140. BMJ Open. 2022. PMID: 36198471 Free PMC article.
Automated imaging-based abdominal organ segmentation and quality control in 20,000 participants of the UK Biobank and German National Cohort Studies.
Kart T, Fischer M, Winzeck S, Glocker B, Bai W, Bülow R, Emmel C, Friedrich L, Kauczor HU, Keil T, Kröncke T, Mayer P, Niendorf T, Peters A, Pischon T, Schaarschmidt BM, Schmidt B, Schulze MB, Umutle L, Völzke H, Küstner T, Bamberg F, Schölkopf B, Rueckert D, Gatidis S. Kart T, et al. Among authors: winzeck s. Sci Rep. 2022 Nov 4;12(1):18733. doi: 10.1038/s41598-022-23632-9. Sci Rep. 2022. PMID: 36333523 Free PMC article.
Serum biomarkers identify critically ill traumatic brain injury patients for MRI.
Richter S, Winzeck S, Czeiter E, Amrein K, Kornaropoulos EN, Verheyden J, Sugar G, Yang Z, Wang K, Maas AIR, Steyerberg E, Büki A, Newcombe VFJ, Menon DK; Collaborative European NeuroTrauma Effectiveness Research in Traumatic Brain Injury Magnetic Resonance Imaging (CENTER-TBI MRI) Sub-study Participants and Investigators. Richter S, et al. Among authors: winzeck s. Crit Care. 2022 Nov 29;26(1):369. doi: 10.1186/s13054-022-04250-3. Crit Care. 2022. PMID: 36447266 Free PMC article.
87 results