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Minu Dietlinde Tizabi
Minu Dietlinde Tizabi
在 dkfz-heidelberg.de 的电子邮件经过验证 - 首页
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Surgical data science–from concepts toward clinical translation
L Maier-Hein, M Eisenmann, D Sarikaya, K März, T Collins, A Malpani, ...
Medical image analysis 76, 102306, 2022
2442022
Metrics reloaded: recommendations for image analysis validation
L Maier-Hein, A Reinke, P Godau, MD Tizabi, F Buettner, E Christodoulou, ...
Nature methods 21 (2), 195-212, 2024
235*2024
Common limitations of image processing metrics: A picture story
A Reinke, MD Tizabi, CH Sudre, M Eisenmann, T Rädsch, M Baumgartner, ...
arXiv preprint arXiv:2104.05642, 2021
1762021
Heidelberg colorectal data set for surgical data science in the sensor operating room
L Maier-Hein, M Wagner, T Ross, A Reinke, S Bodenstedt, PM Full, ...
Scientific data 8 (1), 101, 2021
842021
Understanding metric-related pitfalls in image analysis validation
A Reinke, MD Tizabi, M Baumgartner, M Eisenmann, D Heckmann-Nötzel, ...
Nature methods 21 (2), 182-194, 2024
662024
Robust deep learning-based semantic organ segmentation in hyperspectral images
S Seidlitz, J Sellner, J Odenthal, B Özdemir, A Studier-Fischer, S Knödler, ...
Medical Image Analysis 80, 102488, 2022
492022
Semantic segmentation of multispectral photoacoustic images using deep learning
M Schellenberg, KK Dreher, N Holzwarth, F Isensee, A Reinke, N Schreck, ...
Photoacoustics 26, 100341, 2022
492022
Labelling instructions matter in biomedical image analysis
T Rädsch, A Reinke, V Weru, MD Tizabi, N Schreck, AE Kavur, ...
Nature Machine Intelligence 5 (3), 273-283, 2023
462023
SMARCE1 is required for the invasive progression of in situ cancers
ES Sokol, YX Feng, DX Jin, MD Tizabi, DH Miller, MA Cohen, S Sanduja, ...
Proceedings of the National Academy of Sciences 114 (16), 4153-4158, 2017
422017
Surgical data science-from concepts to clinical translation
L Maier-Hein, M Eisenmann, D Sarikaya, K März, T Collins, A Malpani, ...
arXiv preprint arXiv:2011.02284 2, 2020
312020
Biomedical image analysis competitions: The state of current participation practice
M Eisenmann, A Reinke, V Weru, MD Tizabi, F Isensee, TJ Adler, ...
arXiv preprint arXiv:2212.08568, 2022
292022
Common limitations of image processing metrics: A picture story. arXiv 2021
A Reinke, M Eisenmann, MD Tizabi, CH Sudre, T Rädsch, M Antonelli, ...
arXiv preprint arXiv:2104.05642, 0
21
Why is the winner the best?
M Eisenmann, A Reinke, V Weru, MD Tizabi, F Isensee, TJ Adler, S Ali, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
202023
Photoacoustic image synthesis with generative adversarial networks
M Schellenberg, J Gröhl, KK Dreher, JH Nölke, N Holzwarth, MD Tizabi, ...
Photoacoustics 28, 100402, 2022
202022
Common pitfalls and recommendations for grand challenges in medical artificial intelligence
A Reinke, MD Tizabi, M Eisenmann, L Maier-Hein
European Urology Focus 7 (4), 710-712, 2021
202021
Common limitations of performance metrics in biomedical image analysis
A Reinke, L Maier-Hein, H Müller
Proceedings of the Medical Imaging with Deep Learning (MIDL 2021), 2021
182021
Spectral imaging enables contrast agent–free real-time ischemia monitoring in laparoscopic surgery
L Ayala, TJ Adler, S Seidlitz, S Wirkert, C Engels, A Seitel, J Sellner, ...
Science advances 9 (10), eadd6778, 2023
162023
Common limitations of image processing metrics: A picture story. arXiv
A Reinke, M Eisenmann, MD Tizabi, CH Sudre, T Rädsch, M Antonelli, ...
arXiv preprint arXiv:2104.05642, 2021
162021
Metrics reloaded: Pitfalls and recommendations for image analysis validation. 2022
L Maier-Hein, A Reinke, P Godau, MD Tizabi, F Büttner, E Christodoulou, ...
arXiv preprint arXiv:2206.01653, 2023
102023
Tattoo tomography: Freehand 3D photoacoustic image reconstruction with an optical pattern
N Holzwarth, M Schellenberg, J Gröhl, K Dreher, JH Nölke, A Seitel, ...
International Journal of Computer Assisted Radiology and Surgery 16, 1101-1110, 2021
102021
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