Dr. Jochen Hirsch

Geißler K, Mensing D, Wenzel M, Hirsch JG, Heldmann S (2024) Towards TotalSegmentator for MRI data leveraging GIN data augmentation. Proceedings of SPIE Medical Imaging: Image Processing. 1292604

Schultz B, DeLong LN, Masny A, Lentzen M, Raschka T, van Dijk D, Zaliani A, Hansen AF, Sabine, Rüping KS, Burmeister J, Kohlhammer J, Sarau G, Christiansen S, Kannt A, Zaliani A, Foldenauer AC, Claussen C, Resch E, Frank K, Gribbon P, Kuzikov M, Keminer O, Laue H, Hahn H, Hirsch J, Wischnewski M, Günther M, Archipovas S, Kodamullil AT, Gemünd A, Schultz B, Steinborn C, Ebeling C, Fernández DD, Hermanowski H, Fröhlich H, Klein J, Lentzen M, Jacobs M, Hofmann-Apitius M, Knieps M, Krapp M, Wendland PJ, Wegner P, Khatami SG, Springstubbe S, Linden T, Fluck J, Fröhlich H (2023) A machine learning method for the identification and characterization of novel COVID-19 drug targets. Sci Rep 13(1)

Schuppert C, von Krüchten R, Hirsch J, Hoinkiss DC, Kaaks R, Bamberg F, Kauczor HU, Günther M, Schlett C (2023) Ganzkörper-Magnetresonanztomographien in der NAKO Gesundheitsstudie: Anwendung einer automatisierten Bildqualitätsanalyse zur Vorhersage der empfunden Bildqualität. 104. Deutscher Röntgenkongress. 195(S 01): S40

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 (2022) An uncertainty-aware, shareable, and transparent neural network architecture for brain-age modeling. Sci Adv 8(1)

Peters A, Greiser KH, Gottlicher S, Ahrens W, Albrecht M, Bamberg F, Barnighausen T, Becher H, Berger K, Beule A, Boeing H, Bohn B, Bohnert K, Braun B, Brenner H, Bulow R, Castell S, Damms-Machado A, Dorr M, Ebert N, Ecker M, Emmel C, Fischer B, Franzke C-W, Gastell S, Giani G, Gunther M, Gunther K, Gunther K-P, Haerting J, Haug U, Heid IM, Heier M, Heinemeyer D, Hendel T, Herbolsheimer F, Hirsch J, Hoffmann W, Holleczek B, Holling H, Horlein A, Jockel K-H, Kaaks R, Karch A, Karrasch S, Kartschmit N, Kauczor H-U, Keil T, Kemmling Y, Klee B, Kluppelholz B, Kluttig A, Kofink L, Kottgen A, Kraft D, Krause G, Kretz L, Krist L, Kuhnisch J, Kuss O, Legath N, Lehnich A-T, Leitzmann M, Lieb W, Linseisen J, Loeffler M, Macdonald A, Maier-Hein KH, Mangold N, Meinke-Franze C, Meisinger C, Melzer J, Mergarten B, Michels KB, Mikolajczyk R, Moebus S, Mueller U, Nauck M, Niendorf T, Nikolaou K, Obi N, Ostrzinski S, Panreck L, Pigeot I, Pischon T, Pschibul-Thamm I, Rathmann W, Reineke A, Roloff S, Rujescu D, Rupf S, Sander O, Schikowski T, Schipf S, Schirmacher P, Schlett CL, Schmidt B, Schmidt G, Schmidt M, Schone G, Schulz H, Schulze MB, Schweig A, Sedlmeier AM, Selder S, Six-Merker J, Sowade R, Stang A, Stegle O, Steindorf K, Stubs G, Swart E, Teismann H, Thiele I, Thierry S, Ueffing M, Volzke H, Waniek S, Weber A, Werner N, Wichmann H-E, Willich SN, Wirkner K, Wolf K, Wolff R, Zeeb H, Zinkhan M, Zschocke J (2022) Framework and baseline examination of the German National Cohort (NAKO). Eur J Epidemiol 37:1107–1124

Hoinkiss DC, Struckmann S, Werner N, Schmidt CO, Günther M, Hirsch J (2020) Long-Time Stability of Image Quality in the German National Cohort (NAKO) Imaging Study Based on Automatic Image Quality Assessment. Proceedings of the 37th Annual Scientific Meeting of the ESMRMB. L01.124

Hirsch JG, Köhn A, Hoinkiss DC, Singe J, Öztürk EEB, Günther M, the NAKO MRI Investigators (2017) Quality Assessment in the Multicenter MR Imaging Study of the German National Cohort (NAKO). Proceedings of the 25th Annual Meeting of the ISMRM. 4458

Hirsch JG, Köhn A, Hoinkiss DC, Peter J, Thomsen A, Günther M, the German National Cohort MRI Study Investigators (2016) Fully Automated Data Management and Quality Assurance in Very Large Prospective Cohort MR Imaging Studies – the MR Imaging Study within the German National Cohort. Proceedings of the 24th Annual Meeting of the ISMRM. 0247

Schlett CL, Hendel T, Hirsch JG, Weckbach S, Caspers S, Schulz-Menger J, Ittermann T, von Knobelsdorff-Brenkenhoff F, Ladd SC, Moebus S, Stroszczynski C, Fischer B, Leitzmann M, Kuhl C, Pessler F, Hartung D, Kemmling Y, Hetterich H, Amunts K, Gunther M, Wacker F, Rummeny E, Kauczor H-U, Forsting M, Voelzke H, Hosten N, Reiser MF, Bamberg F (2016) Quantitative, Organ-Specific Interscanner and Intrascanner Variability for 3 T Whole-Body Magnetic Resonance Imaging in a Multicenter, Multivendor Study. Invest Radiol 51(4):255–265

Amann M, Sprenger T, Naegelin Y, Reinhardt J, Kuster P, Hirsch JG, Kappos L, Radue E-W, Stippich C, Bieri O (2015) Comparison between balanced steady-state free precession and standard spoiled gradient echo magnetization transfer ratio imaging in multiple sclerosis: methodical and clinical considerations. Neuroimage 108:87–94

Griebe M, Amann M, Hirsch JG, Achtnichts L, Hennerici MG, Gass A, Szabo K (2014) Reduced functional reserve in patients with age-related white matter changes: a preliminary FMRI study of working memory. PLoS ONE 9(8):e103359

Achtnichts L, Gonen O, Rigotti DJ, Babb JS, Naegelin Y, Penner IK, Bendfeldt K, Hirsch JG, Amann M, Kappos L, Gass A (2013) Global N-acetylaspartate concentration in benign and non-benign multiple sclerosis patients of long disease duration. Eur J Radiol 82(12):e848–52

Grozea C, Lübke D, Dingeldey F, Schiewe M, Gerhardt J, Schumann C, Hirsch J (2012) ESWT – tracking organs during focused ultrasound surgery. IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2012. pp 60–65

Rigotti DJ, Gass A, Achtnichts L, Inglese M, Babb JS, Naegelin Y, Hirsch J, Amann M, Kappos L, Gonen O (2012) Multiple Sclerosis Severity Scale and whole-brain N-acetylaspartate concentration for patients' assessment. Mult Scler 18(1):98–107

Wu WE, Gass A, Glodzik L, Babb JS, Hirsch J, Sollberger M, Achtnichts L, Amann M, Monsch AU, Gonen O (2012) Whole brain N-acetylaspartate concentration is conserved throughout normal aging. Neurobiol Aging 33(10):2440–2447

Amann M, Dossegger LS, Penner IK, Hirsch JG, Raselli C, Calabrese P, Weier K, Radu EW, Kappos L, Gass A (2010) Altered functional adaptation to attention and working memory tasks with increasing complexity in relapsing-remitting multiple sclerosis patients. Hum Brain Mapp 32(10):1704–1719

Pagani E, Hirsch JG, Pouwels PJW, Horsfield MA, Perego E, Gass A, Roosendaal SD, Barkhof F, Agosta F, Rovaris M, Caputo D, Giorgio A, Palace J, Marino S, De Stefano N, Ropele S, Fazekas F, Filippi M (2010) Intercenter differences in diffusion tensor MRI acquisition. J Magn Reson Imaging 31(6):1458–1468

Mancini L, Ciccarelli O, Manfredonia F, Thornton JS, Agosta F, Barkhof F, Beckmann C, De Stefano N, Enzinger C, Fazekas F, Filippi M, Gass A, Hirsch JG, Johansen-Berg H, Kappos L, Korteweg T, Manson SC, Marino S, Matthews PM, Montalban X, Palace J, Polman C, Rocca M, Ropele S, Rovira A, Wegner C, Friston K, Thompson A, Yousry T (2009) Short-term adaptation to a simple motor task: a physiological process preserved in multiple sclerosis. Neuroimage 45(2):500–511

Bosnell R, Wegner C, Kincses ZT, Korteweg T, Agosta F, Ciccarelli O, De Stefano N, Gass A, Hirsch J, Johansen-Berg H, Kappos L, Barkhof F, Mancini L, Manfredonia F, Marino S, Miller DH, Montalban X, Palace J, Rocca M, Enzinger C, Ropele S, Rovira A, Smith S, Thompson A, Thornton J, Yousry T, Whitcher B, Filippi M, Matthews PM (2008) Reproducibility of fMRI in the clinical setting: implications for trial designs. Neuroimage 42(2):603–610

Wegner C, Filippi M, Korteweg T, Beckmann C, Ciccarelli O, De Stefano N, Enzinger C, Fazekas F, Agosta F, Gass A, Hirsch J, Johansen-Berg H, Kappos L, Barkhof F, Polman C, Mancini L, Manfredonia F, Marino S, Miller DH, Montalban X, Palace J, Rocca M, Ropele S, Rovira A, Smith S, Thompson A, Thornton J, Yousry T, Matthews PM (2008) Relating functional changes during hand movement to clinical parameters in patients with multiple sclerosis in a multi-centre fMRI study. Eur J Neurol 15(2):113–122

Szabo K, Hirsch JG, Krause M, Ende G, Henn FA, Sartorius A, Gass A (2007) Diffusion weighted MRI in the early phase after electroconvulsive therapy. Neurol Res 29(3):256–259

Plessen KJ, Gruner R, Lundervold A, Hirsch JG, Xu D, Bansal R, Hammar A, Lundervold AJ, Wentzel-Larsen T, Lie SA, Gass A, Peterson BS, Hugdahl K (2006) Reduced white matter connectivity in the corpus callosum of children with Tourette syndrome. J Child Psychol Psychiatry 47(10):1013–1022

Szabo K, Poepel A, Pohlmann-Eden B, Hirsch JG, Back T, Sedlaczek O, Hennerici MG, Gass A (2005) Diffusion-weighted and perfusion MRI demonstrates parenchymal changes in complex partial status epilepticus. Brain 128(Pt 6):1369–1376

Lie C, Hirsch JG, Rossmanith C, Hennerici MG, Gass A (2004) Clinicotopographical correlation of corticospinal tract stroke: a color-coded diffusion tensor imaging study. Stroke 35(1):86–92

Back T, Mockel R, Hirsch JG, Gaa J, Oertel WH, Hennerici MG, Gass A (2003) Combined MR measurements of magnetization transfer, tissue diffusion and proton spectroscopy. A feasibility study with neurological cases. Neurol Res 25(3):292–300

Szabo K, Gass A, Rossmanith C, Hirsch JG, Hennerici MG (2002) Diffusion- and perfusion-weighted MRI demonstrates synergistic lesions in acute ischemic Foix-Chavany-Marie syndrome. J Neurol 249(12):1735–1737

Gass A, Niendorf T, Hirsch JG (2001) Acute and chronic changes of the apparent diffusion coefficient in neurological disorders--biophysical mechanisms and possible underlying histopathology. J Neurol Sci 186 Suppl 1:S15–23

Back T, Hirsch JG, Szabo K, Gass A (2000) Failure to demonstrate peri-infarct depolarizations by repetitive MR diffusion imaging in acute human stroke. Stroke 31(12):2901–2906

Gass A, Gaa J, Sommer A, Hirsch JG, Georgi M, Hennerici MG, Schwartz A (1999) [Echo-planar diffusion-weighted MRI in the diagnosis of acute ischemic stroke: characterisation of tissue abnormalities and limitations in the interpretation of imaging findings]. Radiologe 39(8):695–702