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Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge.

S. Bakas, M. Reyes, A. Jakab, S. Bauer, M. Rempfler, A. Crimi, R. Shinohara, C. Berger, S. Ha, M. Rozycki, M. Prastawa, E. Alberts, J. Lipková, J. Freymann, J. Kirby, M. Bilello, H. Fathallah-Shaykh, R. Wiest, J. Kirschke, B. Wiestler, R. Colen, A. Kotrotsou, P. LaMontagne, D. Marcus, M. Milchenko, A. Nazeri, M. Weber, A. Mahajan, U. Baid, D. Kwon, M. Agarwal, M. Alam, A. Albiol, A. Albiol, A. Varghese, T. Tuan, T. Arbel, A. Avery, P. B., S. Banerjee, T. Batchelder, K. Batmanghelich, E. Battistella, M. Bendszus, E. Benson, J. Bernal, G. Biros, M. Cabezas, S. Chandra, Y. Chang, и et al.. CoRR, (2018)

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Armin Rempfler

Markus Markus

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Uncertainty quantification in brain tumor segmentation using CRFs and random perturbation models.E. Alberts, M. Rempfler, G. Alber, T. Huber, J. Kirschke, C. Zimmer, и B. Menze. ISBI, стр. 428-431. IEEE, (2016)The Liver Tumor Segmentation Benchmark (LiTS).P. Bilic, P. Christ, H. Li, E. Vorontsov, A. Ben-Cohen, G. Kaissis, A. Szeskin, C. Jacobs, G. Mamani, G. Chartrand и 99 other автор(ы). Medical Image Anal., (2023)VerSe: A Vertebrae labelling and segmentation benchmark for multi-detector CT images.A. Sekuboyina, M. Husseini, A. Bayat, M. Löffler, H. Liebl, H. Li, G. Tetteh, J. Kukacka, C. Payer, D. Stern и 59 other автор(ы). Medical Image Anal., (2021)Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge.S. Bakas, M. Reyes, A. Jakab, S. Bauer, M. Rempfler, A. Crimi, R. Shinohara, C. Berger, S. Ha, M. Rozycki и 41 other автор(ы). CoRR, (2018)Uncertainty Estimation in Vascular Networks.M. Rempfler, B. Andres, и B. Menze. GRAIL/MFCA/MICGen@MICCAI, том 10551 из Lecture Notes in Computer Science, стр. 42-52. Springer, (2017)Efficient Algorithms for Moral Lineage Tracing.M. Rempfler, J. Lange, F. Jug, C. Blasse, E. Myers, B. Menze, и B. Andres. ICCV, стр. 4705-4714. IEEE Computer Society, (2017)Automatic Liver and Tumor Segmentation of CT and MRI Volumes using Cascaded Fully Convolutional Neural Networks.P. Christ, F. Ettlinger, F. Grün, M. Elshaer, J. Lipková, S. Schlecht, F. Ahmaddy, S. Tatavarty, M. Bickel, P. Bilic и 10 other автор(ы). CoRR, (2017)Automated Unsupervised Segmentation of Liver Lesions in CT scans via Cahn-Hilliard Phase Separation.J. Lipková, M. Rempfler, P. Christ, J. Lowengrub, и B. Menze. CoRR, (2017)Cell Lineage Tracing in Lens-Free Microscopy Videos.M. Rempfler, S. Kumar, V. Stierle, P. Paulitschke, B. Andres, и B. Menze. MICCAI (2), том 10434 из Lecture Notes in Computer Science, стр. 3-11. Springer, (2017)Reconstructing cerebrovascular networks under local physiological constraints by integer programming.M. Rempfler, M. Schneider, G. Ielacqua, X. Xiao, S. Stock, J. Klohs, G. Székely, B. Andres, и B. Menze. Medical Image Anal., 25 (1): 86-94 (2015)

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Please choose a person to relate this publication to

Armin Rempfler

Markus Markus

Markus Kurscheidt

Markus Knauer

Markus Niemann

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