Florian Kofler
Florian Kofler
Helmholtz AI | Helmholtz Munich
Bestätigte E-Mail-Adresse bei - Startseite
Zitiert von
Zitiert von
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
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
Metrics reloaded: Pitfalls and recommendations for image analysis validation
L Maier-Hein, B Menze
arXiv. org, 2022
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
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, 125, 2020
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
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, J Paetzold, ...
arXiv preprint arXiv:2103.06205, 2021
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
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
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
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
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
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
Geometry-aware neural solver for fast Bayesian calibration of brain tumor models
I Ezhov, T Mot, S Shit, J Lipkova, JC Paetzold, F Kofler, C Pellegrini, ...
IEEE Transactions on Medical Imaging 41 (5), 1269-1278, 2021
Fully automated analysis combining [18F]-FET-PET and multiparametric MRI including DSC perfusion and APTw imaging: a promising tool for objective evaluation of glioma progression
KJ Paprottka, S Kleiner, C Preibisch, F Kofler, F Schmidt-Graf, ...
European journal of nuclear medicine and molecular imaging 48 (13), 4445-4455, 2021
A distance-based loss for smooth and continuous skin layer segmentation in optoacoustic images
S Gerl, JC Paetzold, H He, I Ezhov, S Shit, F Kofler, A Bayat, G Tetteh, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2020
Learn-Morph-Infer: a new way of solving the inverse problem for brain tumor modeling
I Ezhov, K Scibilia, K Franitza, F Steinbauer, S Shit, L Zimmer, J Lipkova, ...
Medical Image Analysis 83, 102672, 2023
Development and external validation of an MRI-based neural network for brain metastasis segmentation in the AURORA multicenter study
JA Buchner, F Kofler, L Etzel, M Mayinger, SM Christ, TB Brunner, A Wittig, ...
Radiotherapy and Oncology 178, 109425, 2023
Tracking the corticospinal tract in patients with high-grade glioma: clinical evaluation of multi-level fiber tracking and comparison to conventional deterministic approaches
A Zhylka, N Sollmann, F Kofler, A Radwan, A De Luca, J Gempt, ...
Frontiers in Oncology 11, 761169, 2021
blob loss: Instance Imbalance Aware Loss Functions for Semantic Segmentation
F Kofler, S Shit, I Ezhov, L Fidon, I Horvath, R Al-Maskari, HB Li, H Bhatia, ...
International Conference on Information Processing in Medical Imaging, 755-767, 2023
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