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Florian Kofler
Florian Kofler
Helmholtz AI | Helmholtz Munich
Bestätigte E-Mail-Adresse bei tum.de - Startseite
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Zitiert von
Jahr
The liver tumor segmentation benchmark (lits)
P Bilic, P Christ, HB Li, E Vorontsov, A Ben-Cohen, G Kaissis, A Szeskin, ...
Medical Image Analysis 84, 102680, 2023
9972023
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
1542021
Federated learning enables big data for rare cancer boundary detection
S Pati, U Baid, B Edwards, M Sheller, SH Wang, GA Reina, P Foley, ...
Nature communications 13 (1), 7346, 2022
1512022
Metrics reloaded: Pitfalls and recommendations for image analysis validation
L Maier-Hein, B Menze
arXiv. org, 2022
150*2022
Brats toolkit: translating brats brain tumor segmentation algorithms into clinical and scientific practice
F Kofler, C Berger, D Waldmannstetter, J Lipkova, I Ezhov, G Tetteh, ...
Frontiers in neuroscience 14, 501835, 2020
892020
DiamondGAN: unified multi-modal generative adversarial networks for MRI sequences synthesis
H Li, JC Paetzold, A Sekuboyina, F Kofler, J Zhang, JS Kirschke, ...
Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019
882019
ISLES 2022: A multi-center magnetic resonance imaging stroke lesion segmentation dataset
MR Hernandez Petzsche, E de la Rosa, U Hanning, R Wiest, ...
Scientific data 9 (1), 762, 2022
662022
Red-GAN: Attacking class imbalance via conditioned generation. Yet another medical imaging perspective.
AB Qasim, I Ezhov, S Shit, O Schoppe, JC Paetzold, A Sekuboyina, ...
Medical imaging with deep learning, 655-668, 2020
53*2020
Are we using appropriate segmentation metrics? Identifying correlates of human expert perception for CNN training beyond rolling the DICE coefficient
F Kofler, I Ezhov, F Isensee, F Balsiger, C Berger, M Koerner, B Demiray, ...
arXiv preprint arXiv:2103.06205, 2021
47*2021
Spatial proteomics in three-dimensional intact specimens
HS Bhatia, AD Brunner, F Öztürk, S Kapoor, Z Rong, H Mai, M Thielert, ...
Cell 185 (26), 5040-5058. e19, 2022
402022
The brain tumor sequence registration challenge: establishing correspondence between pre-operative and follow-up MRI scans of diffuse glioma patients
B Baheti, D Waldmannstetter, S Chakrabarty, H Akbari, M Bilello, ...
arXiv preprint arXiv:2112.06979, 2021
392021
Understanding metric-related pitfalls in image analysis validation
A Reinke, MD Tizabi, M Baumgartner, M Eisenmann, D Heckmann-Nötzel, ...
Nature methods, 1-13, 2024
342024
Improving automated glioma segmentation in routine clinical use through artificial intelligence-based replacement of missing sequences with synthetic magnetic resonance imaging …
MF Thomas, F Kofler, L Grundl, T Finck, H Li, C Zimmer, B Menze, ...
Investigative Radiology 57 (3), 187-193, 2022
282022
Accelerated 3D whole-brain T1, T2, and proton density mapping: feasibility for clinical glioma MR imaging
CM Pirkl, L Nunez-Gonzalez, F Kofler, S Endt, L Grundl, M Golbabaee, ...
Neuroradiology, 1-21, 2021
282021
The brain tumor segmentation (BRATS) challenge 2023: Focus on pediatrics (CBTN-CONNECT-DIPGR-ASNR-MICCAI BraTS-PEDs)
AF Kazerooni, N Khalili, X Liu, D Haldar, Z Jiang, SM Anwar, J Albrecht, ...
arXiv preprint arXiv:2305.17033, 2023
242023
Neural parameters estimation for brain tumor growth modeling
I Ezhov, J Lipkova, S Shit, F Kofler, N Collomb, B Lemasson, E Barbier, ...
Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019
232019
Whole-body cellular mapping in mouse using standard IgG antibodies
H Mai, J Luo, L Hoeher, R Al-Maskari, I Horvath, Y Chen, F Kofler, ...
Nature Biotechnology 42 (4), 617-627, 2024
222024
The brain tumor segmentation (brats-mets) challenge 2023: Brain metastasis segmentation on pre-treatment mri
AW Moawad, A Janas, U Baid, D Ramakrishnan, L Jekel, K Krantchev, ...
ArXiv, 2023
222023
Immunohistochemically characterized intratumoral heterogeneity is a prognostic marker in human glioblastoma
F Liesche-Starnecker, K Mayer, F Kofler, S Baur, F Schmidt-Graf, ...
Cancers 12 (10), 2964, 2020
222020
The brain tumor segmentation (brats) challenge 2023: Glioma segmentation in sub-saharan africa patient population (brats-africa)
M Adewole, JD Rudie, A Gbdamosi, O Toyobo, C Raymond, D Zhang, ...
ArXiv, 2023
212023
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