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 | 145 | 2019 |
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 | 99 | 2021 |
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 | 91 | 2018 |
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 | 78 | 2013 |
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 | 77 | 2021 |
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 | 12 | 2022 |
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 | 10 | 2017 |
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 | 8 | 2023 |
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 | 8 | 2019 |
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 | 8 | 2018 |
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 | 8 | 2014 |
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 | 6 | 2023 |
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 | 6 | 2020 |
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 | 6 | 2018 |
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 | 4 | 2020 |
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 | 4 | 2014 |
Segmenting Medical Instruments in Minimally Invasive Surgeries using AttentionMask C Wilms, AM Gerlach, R Schmitz, S Frintrop arXiv preprint arXiv:2203.11358, 2022 | 3 | 2022 |
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 | 3 | 2021 |
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 | 3 | 2019 |
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 | 3 | 2018 |