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An uncertainty-aware, shareable, and transparent neural network architecture for brain-age modeling.
Hahn T, Ernsting J, Winter NR, Holstein V, Leenings R, Beisemann M, Fisch L, Sarink K, Emden D, Opel N, Redlich R, Repple J, Grotegerd D, Meinert S, Hirsch JG, Niendorf T, Endemann B, Bamberg F, Kröncke T, Bülow R, Völzke H, von Stackelberg O, Sowade RF, Umutlu L, Schmidt B, Caspers S, Kugel H, Kircher T, Risse B, Gaser C, Cole JH, Dannlowski U, Berger K. Hahn T, et al. Among authors: umutlu l. Sci Adv. 2022 Jan 7;8(1):eabg9471. doi: 10.1126/sciadv.abg9471. Epub 2022 Jan 5. Sci Adv. 2022. PMID: 34985964 Free PMC article.
Analysis of volume and topography of adipose tissue in the trunk: Results of MRI of 11,141 participants in the German National Cohort.
Haueise T, Schick F, Stefan N, Schlett CL, Weiss JB, Nattenmüller J, Göbel-Guéniot K, Norajitra T, Nonnenmacher T, Kauczor HU, Maier-Hein KH, Niendorf T, Pischon T, Jöckel KH, Umutlu L, Peters A, Rospleszcz S, Kröncke T, Hosten N, Völzke H, Krist L, Willich SN, Bamberg F, Machann J. Haueise T, et al. Among authors: umutlu l. Sci Adv. 2023 May 12;9(19):eadd0433. doi: 10.1126/sciadv.add0433. Epub 2023 May 12. Sci Adv. 2023. PMID: 37172093 Free PMC article.
Automatic Scan Range Delimitation in Chest CT Using Deep Learning.
Demircioğlu A, Kim MS, Stein MC, Guberina N, Umutlu L, Nassenstein K. Demircioğlu A, et al. Among authors: umutlu l. Radiol Artif Intell. 2021 Feb 10;3(3):e200211. doi: 10.1148/ryai.2021200211. eCollection 2021 May. Radiol Artif Intell. 2021. PMID: 34136818 Free PMC article.
BOA: A CT-Based Body and Organ Analysis for Radiologists at the Point of Care.
Haubold J, Baldini G, Parmar V, Schaarschmidt BM, Koitka S, Kroll L, van Landeghem N, Umutlu L, Forsting M, Nensa F, Hosch R. Haubold J, et al. Among authors: umutlu l. Invest Radiol. 2024 Jun 1;59(6):433-441. doi: 10.1097/RLI.0000000000001040. Epub 2023 Nov 21. Invest Radiol. 2024. PMID: 37994150
Prediction of malignant lymph nodes in NSCLC by machine-learning classifiers using EBUS-TBNA and PET/CT.
Guberina M, Herrmann K, Pöttgen C, Guberina N, Hautzel H, Gauler T, Ploenes T, Umutlu L, Wetter A, Theegarten D, Aigner C, Eberhardt WEE, Metzenmacher M, Wiesweg M, Schuler M, Karpf-Wissel R, Santiago Garcia A, Darwiche K, Stuschke M. Guberina M, et al. Among authors: umutlu l. Sci Rep. 2022 Oct 20;12(1):17511. doi: 10.1038/s41598-022-21637-y. Sci Rep. 2022. PMID: 36266403 Free PMC article.
Joint Imaging Platform for Federated Clinical Data Analytics.
Scherer J, Nolden M, Kleesiek J, Metzger J, Kades K, Schneider V, Bach M, Sedlaczek O, Bucher AM, Vogl TJ, Grünwald F, Kühn JP, Hoffmann RT, Kotzerke J, Bethge O, Schimmöller L, Antoch G, Müller HW, Daul A, Nikolaou K, la Fougère C, Kunz WG, Ingrisch M, Schachtner B, Ricke J, Bartenstein P, Nensa F, Radbruch A, Umutlu L, Forsting M, Seifert R, Herrmann K, Mayer P, Kauczor HU, Penzkofer T, Hamm B, Brenner W, Kloeckner R, Düber C, Schreckenberger M, Braren R, Kaissis G, Makowski M, Eiber M, Gafita A, Trager R, Weber WA, Neubauer J, Reisert M, Bock M, Bamberg F, Hennig J, Meyer PT, Ruf J, Haberkorn U, Schoenberg SO, Kuder T, Neher P, Floca R, Schlemmer HP, Maier-Hein K. Scherer J, et al. Among authors: umutlu l. JCO Clin Cancer Inform. 2020 Nov;4:1027-1038. doi: 10.1200/CCI.20.00045. JCO Clin Cancer Inform. 2020. PMID: 33166197 Free PMC article.
278 results