Georgios Kaissis
Titre
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Année
Automatic liver and tumor segmentation of CT and MRI volumes using cascaded fully convolutional neural networks
PF Christ, F Ettlinger, F Grün, MEA Elshaera, J Lipkova, S Schlecht, ...
arXiv preprint arXiv:1702.05970, 2017
2192017
The liver tumor segmentation benchmark (lits)
P Bilic, PF Christ, E Vorontsov, G Chlebus, H Chen, Q Dou, CW Fu, X Han, ...
arXiv preprint arXiv:1901.04056, 2019
1892019
Secure, privacy-preserving and federated machine learning in medical imaging
GA Kaissis, MR Makowski, D Rückert, RF Braren
Nature Machine Intelligence 2 (6), 305-311, 2020
752020
Intensive care risk estimation in COVID-19 pneumonia based on clinical and imaging parameters: experiences from the Munich cohort
E Burian, F Jungmann, GA Kaissis, FK Lohöfer, CD Spinner, T Lahmer, ...
Journal of clinical medicine 9 (5), 1514, 2020
272020
A machine learning algorithm predicts molecular subtypes in pancreatic ductal adenocarcinoma with differential response to gemcitabine-based versus FOLFIRINOX chemotherapy
G Kaissis, S Ziegelmayer, F Lohöfer, K Steiger, H Algül, A Muckenhuber, ...
PLoS One 14 (10), e0218642, 2019
242019
SurvivalNet: Predicting patient survival from diffusion weighted magnetic resonance images using cascaded fully convolutional and 3D convolutional neural networks
PF Christ, F Ettlinger, G Kaissis, S Schlecht, F Ahmaddy, F Grün, ...
2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017 …, 2017
222017
A machine learning model for the prediction of survival and tumor subtype in pancreatic ductal adenocarcinoma from preoperative diffusion-weighted imaging
G Kaissis, S Ziegelmayer, F Lohöfer, H Algül, M Eiber, W Weichert, ...
European radiology experimental 3 (1), 1-9, 2019
212019
Image-based molecular phenotyping of pancreatic ductal adenocarcinoma
GA Kaissis, S Ziegelmayer, FK Lohöfer, FN Harder, F Jungmann, D Sasse, ...
Journal of clinical medicine 9 (3), 724, 2020
142020
Lits-liver tumor segmentation challenge
P Christ, F Ettlinger, F Grün, J Lipkova, G Kaissis
ISBI and MICCAI, 2017
132017
Molecular imaging of myocardial infarction with Gadofluorine P–A combined magnetic resonance and mass spectrometry imaging approach
F Lohöfer, L Hoffmann, R Buchholz, K Huber, A Glinzer, K Kosanke, ...
Heliyon 4 (4), e00606, 2018
102018
Magnetic resonance cholangiopancreatography at 3 Tesla: Image quality comparison between 3D compressed sensing and 2D single-shot acquisitions
FK Lohöfer, GA Kaissis, M Rasper, C Katemann, A Hock, JM Peeters, ...
European journal of radiology 115, 53-58, 2019
92019
Improved detection rates and treatment planning of head and neck cancer using dual-layer spectral CT
FK Lohöfer, GA Kaissis, FL Köster, S Ziegelmayer, I Einspieler, ...
European radiology 28 (12), 4925-4931, 2018
92018
Targeting PI3K/mTOR signaling exerts potent antitumor activity in pheochromocytoma in vivo
M Lee, N Minaskan, T Wiedemann, M Irmler, J Beckers, BH Yousefi, ...
Endocr Relat Cancer 24 (1), 1-15, 2017
82017
124 I-PET assessment of human sodium iodide symporter reporter gene activity for highly sensitive in vivo monitoring of teratoma formation in mice
S Lehner, C Lang, G Kaissis, A Todica, MJ Zacherl, G Boening, ...
Molecular imaging and biology 17 (6), 874-883, 2015
82015
Borderline-resectable pancreatic adenocarcinoma: Contour irregularity of the venous confluence in pre-operative computed tomography predicts histopathological infiltration
GA Kaissis, FK Lohöfer, S Ziegelmayer, J Danner, C Jäger, R Schirren, ...
PloS one 14 (1), e0208717, 2019
72019
Pancreatic cancer detection and characterization—state of the art cross-sectional imaging and imaging data analysis
G Kaissis, R Braren
Translational gastroenterology and hepatology 4, 2019
72019
Accuracy of Calcium Scoring calculated from contrast-enhanced Coronary Computed Tomography Angiography using a dual-layer spectral CT: A comparison of Calcium Scoring from real …
J Nadjiri, G Kaissis, F Meurer, F Weis, KL Laugwitz, AS Straeter, ...
Plos one 13 (12), e0208588, 2018
72018
Quantitative computed tomography in comparison with transpulmonary thermodilution for the estimation of pulmonary fluid status: a clinical study in critically ill patients
B Saugel, M Wildgruber, A Staudt, M Dieckmeyer, K Holzapfel, G Kaissis, ...
Journal of clinical monitoring and computing 33 (1), 5-12, 2019
62019
Implementing cell-free DNA of pancreatic cancer patient–derived organoids for personalized oncology
Z Dantes, HY Yen, N Pfarr, C Winter, K Steiger, A Muckenhuber, A Hennig, ...
JCI insight 5 (15), 2020
52020
Mass spectrometry imaging of atherosclerosis-affine gadofluorine following magnetic resonance imaging
F Lohöfer, R Buchholz, A Glinzer, K Huber, H Haas, G Kaissis, ...
Scientific reports 10 (1), 1-9, 2020
52020
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