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Rüdiger Schmitz
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Year
Skin lesion classification using cnns with patch-based attention and diagnosis-guided loss weighting
N Gessert, T Sentker, F Madesta, R Schmitz, H Kniep, I Baltruschat, ...
IEEE Transactions on Biomedical Engineering 67 (2), 495-503, 2019
1332019
Skin Lesion Diagnosis using Ensembles, Unscaled Multi-Crop Evaluation and Loss Weighting
N Gessert, T Sentker, F Madesta, R Schmitz, H Kniep, I Baltruschat, ...
arXiv preprint arXiv:1808.01694, 2018
842018
PAIP 2019: Liver cancer segmentation challenge
YJ Kim, H Jang, K Lee, S Park, SG Min, C Hong, JH Park, K Lee, J Kim, ...
Medical Image Analysis 67, 101854, 2021
792021
Quantum breathing dynamics of ultracold bosons in one-dimensional harmonic traps: Unraveling the pathway from few-to many-body systems
R Schmitz, S Krönke, L Cao, P Schmelcher
Physical Review A 88 (4), 043601, 2013
752013
Multi-scale fully convolutional neural networks for histopathology image segmentation: from nuclear aberrations to the global tissue architecture
R Schmitz, F Madesta, M Nielsen, J Krause, S Steurer, R Werner, T Rösch
Medical Image Analysis, 101996, 2021
702021
Artificial intelligence in GI endoscopy: Stumbling blocks, gold standards and the role of endoscopy societies
R Schmitz, R Werner, A Repici, R Bisschops, A Meining, M Zornow, ...
Gut 71 (3), 451-454, 2022
102022
Radiotherapy and chemotherapy change vessel tree geometry and metastatic spread in a small cell lung cancer xenograft mouse tumor model
T Frenzel, B Hoffmann, R Schmitz, A Bethge, U Schumacher, ...
PloS one 12 (11), e0187144, 2017
92017
Skin Lesion Diagnosis using Ensembles
N Gessert, T Sentker, F Madesta, R Schmitz, H Kniep, I Baltruschat, ...
Unscaled Multi-Crop Evaluation, and Loss Weighting. available on:[https …, 2018
82018
Grating interferometry-based phase microtomography of atherosclerotic human arteries
M Buscema, MN Holme, H Deyhle, G Schulz, R Schmitz, P Thalmann, ...
Developments in X-Ray Tomography IX 9212, 921203, 2014
82014
Surgical tool classification and localization: results and methods from the MICCAI 2022 SurgToolLoc challenge
A Zia, K Bhattacharyya, X Liu, M Berniker, Z Wang, R Nespolo, S Kondo, ...
arXiv preprint arXiv:2305.07152, 2023
62023
Modeling Growth of Tumors and Their Spreading Behavior Using Mathematical Functions
B Hoffmann, T Frenzel, R Schmitz, U Schumacher, G Wedemann
Cancer Bioinformatics, 263-277, 2019
62019
Virtual Endoscopy Based on 3-Dimensional Reconstruction of Histopathology Features of Endoscopic Resection Specimens.
R Schmitz, J Krause, T Krech, T Rösch
Gastroenterology 154 (5), 1234, 2018
62018
Digital Health meets Hamburg integrated medical degree program iMED: concept and introduction of the new interdisciplinary 2nd track Digital Health
R Werner, M Henningsen, R Schmitz, AH Guse, M Augustin, T Gauer
GMS Journal for Medical Education 37 (6), 2020
42020
Widening the focus: biomedical image segmentation challenges and the underestimated role of patch sampling and inference strategies
F Madesta, R Schmitz, T Rösch, R Werner
Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020
42020
Three-dimensional imaging of human hippocampal tissue using synchrotron radiation-and grating-based micro computed tomography
SE Hieber, A Khimchenko, C Kelly, L Mariani, P Thalmann, G Schulz, ...
Proc. SPIE 9212, 92120S, 2014
42014
Possible tumour cell reimplantation during curative endoscopic therapy of superficial Barrett’s carcinoma
H Ehlken, R Schmitz, S Riethdorf, L Riethdorf, J Krause, KF Karstens, ...
Gut, 2021
32021
Künstliche Intelligenz in der Endoskopie: Neuronale Netze und maschinelles Sehen–Techniken und Perspektiven
R Schmitz, R Werner, T Rösch
Zeitschrift für Gastroenterologie 57 (06), 767-780, 2019
32019
Locally Ablative Radiation Therapy of a Primary Human Small Cell Lung Cancer Tumor Decreases the Number of Spontaneous Metastases in Two Xenograft Models
T Frenzel, J Siekmann, C Grohmann, U Valentiner, R Schmitz, K Riecken, ...
International Journal of Radiation Oncology• Biology• Physics 100 (4), 1044-1056, 2018
32018
Tumors in murine brains studied by grating-based phase contrast microtomography
G Schulz, M Dominietto, Z Kovacs, R Schmitz, SE Hieber, P Thalmann, ...
Developments in X-Ray Tomography IX 9212, 174-185, 2014
32014
Assisted documentation as new focus for artificial intelligence in endoscopy: The precedent of reliable withdrawal time and image reporting
TJ Lux, Z Saßmanshausen, K Herold, I Kafetzis, P Sodmann, B Sudarevic, ...
Endoscopy, 2023
22023
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