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QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation - Analysis of Ranking Scores and Benchmarking Results.
Mehta R, Filos A, Baid U, Sako C, McKinley R, Rebsamen M, Dätwyler K, Meier R, Radojewski P, Murugesan GK, Nalawade S, Ganesh C, Wagner B, Yu FF, Fei B, Madhuranthakam AJ, Maldjian JA, Daza L, Gómez C, Arbeláez P, Dai C, Wang S, Reynaud H, Mo Y, Angelini E, Guo Y, Bai W, Banerjee S, Pei L, Ak M, Rosas-González S, Zemmoura I, Tauber C, Vu MH, Nyholm T, Löfstedt T, Ballestar LM, Vilaplana V, McHugh H, Maso Talou G, Wang A, Patel J, Chang K, Hoebel K, Gidwani M, Arun N, Gupta S, Aggarwal M, Singh P, Gerstner ER, Kalpathy-Cramer J, Boutry N, Huard A, Vidyaratne L, Rahman MM, Iftekharuddin KM, Chazalon J, Puybareau E, Tochon G, Ma J, Cabezas M, Llado X, Oliver A, Valencia L, Valverde S, Amian M, Soltaninejad M, Myronenko A, Hatamizadeh A, Feng X, Dou Q, Tustison N, Meyer C, Shah NA, Talbar S, Weber MA, Mahajan A, Jakab A, Wiest R, Fathallah-Shaykh HM, Nazeri A, Milchenko M, Marcus D, Kotrotsou A, Colen R, Freymann J, Kirby J, Davatzikos C, Menze B, Bakas S, Gal Y, Arbel T. Mehta R, et al. Among authors: jakab a. J Mach Learn Biomed Imaging. 2022 Aug;2022:https://www.melba-journal.org/papers/2022:026.html. J Mach Learn Biomed Imaging. 2022. PMID: 36998700 Free PMC article.
Fetal brain tissue annotation and segmentation challenge results.
Payette K, Li HB, de Dumast P, Licandro R, Ji H, Siddiquee MMR, Xu D, Myronenko A, Liu H, Pei Y, Wang L, Peng Y, Xie J, Zhang H, Dong G, Fu H, Wang G, Rieu Z, Kim D, Kim HG, Karimi D, Gholipour A, Torres HR, Oliveira B, Vilaça JL, Lin Y, Avisdris N, Ben-Zvi O, Bashat DB, Fidon L, Aertsen M, Vercauteren T, Sobotka D, Langs G, Alenyà M, Villanueva MI, Camara O, Fadida BS, Joskowicz L, Weibin L, Yi L, Xuesong L, Mazher M, Qayyum A, Puig D, Kebiri H, Zhang Z, Xu X, Wu D, Liao K, Wu Y, Chen J, Xu Y, Zhao L, Vasung L, Menze B, Cuadra MB, Jakab A. Payette K, et al. Among authors: jakab a. Med Image Anal. 2023 Aug;88:102833. doi: 10.1016/j.media.2023.102833. Epub 2023 Apr 22. Med Image Anal. 2023. PMID: 37267773 Free article.
The Brain Tumor Segmentation (BraTS) Challenge 2023: Brain MR Image Synthesis for Tumor Segmentation (BraSyn).
Li HB, Conte GM, Hu Q, Anwar SM, Kofler F, Ezhov I, van Leemput K, Piraud M, Diaz M, Cole B, Calabrese E, Rudie J, Meissen F, Adewole M, Janas A, Kazerooni AF, LaBella D, Moawad AW, Farahani K, Eddy J, Bergquist T, Chung V, Shinohara RT, Dako F, Wiggins W, Reitman Z, Wang C, Liu X, Jiang Z, Familiar A, Johanson E, Meier Z, Davatzikos C, Freymann J, Kirby J, Bilello M, Fathallah-Shaykh HM, Wiest R, Kirschke J, Colen RR, Kotrotsou A, Lamontagne P, Marcus D, Milchenko M, Nazeri A, Weber MA, Mahajan A, Mohan S, Mongan J, Hess C, Cha S, Villanueva-Meyer J, Colak E, Crivellaro P, Jakab A, Albrecht J, Anazodo U, Aboian M, Yu T, Chung V, Bergquist T, Eddy J, Albrecht J, Baid U, Bakas S, Linguraru MG, Menze B, Iglesias JE, Wiestler B. Li HB, et al. Among authors: jakab a. ArXiv [Preprint]. 2024 Nov 24:arXiv:2305.09011v6. ArXiv. 2024. PMID: 37608932 Free PMC article. Preprint.
A Dempster-Shafer Approach to Trustworthy AI With Application to Fetal Brain MRI Segmentation.
Fidon L, Aertsen M, Kofler F, Bink A, David AL, Deprest T, Emam D, Guffens F, Jakab A, Kasprian G, Kienast P, Melbourne A, Menze B, Mufti N, Pogledic I, Prayer D, Stuempflen M, Van Elslander E, Ourselin S, Deprest J, Vercauteren T. Fidon L, et al. Among authors: jakab a. IEEE Trans Pattern Anal Mach Intell. 2024 May;46(5):3784-3795. doi: 10.1109/TPAMI.2023.3346330. Epub 2024 Apr 3. IEEE Trans Pattern Anal Mach Intell. 2024. PMID: 38198270
Multi-Center Fetal Brain Tissue Annotation (FeTA) Challenge 2022 Results.
Payette K, Steger C, Licandro R, De Dumast P, Li HB, Barkovich M, Li L, Dannecker M, Chen C, Ouyang C, McConnell N, Miron A, Li Y, Uus A, Grigorescu I, Gilliland PR, Siddiquee MMR, Xu D, Myronenko A, Wang H, Huang Z, Ye J, Alenya M, Comte V, Camara O, Masson JB, Nilsson A, Godard C, Mazher M, Qayyum A, Gao Y, Zhou H, Gao S, Fu J, Dong G, Wang G, Rieu Z, Yang H, Lee M, Plotka S, Grzeszczyk MK, Sitek A, Daza LV, Usma S, Arbelaez P, Lu W, Zhang W, Liang J, Valabregue R, Joshi AA, Nayak KN, Leahy RM, Wilhelmi L, Dandliker A, Ji H, Gennari AG, Jakovcic A, Klaic M, Adzic A, Markovic P, Grabaric G, Kasprian G, Dovjak G, Rados M, Vasung L, Cuadra MB, Jakab A. Payette K, et al. Among authors: jakab a. IEEE Trans Med Imaging. 2024 Oct 30;PP. doi: 10.1109/TMI.2024.3485554. Online ahead of print. IEEE Trans Med Imaging. 2024. PMID: 39475746
FetMRQC: A robust quality control system for multi-centric fetal brain MRI.
Sanchez T, Esteban O, Gomez Y, Pron A, Koob M, Dunet V, Girard N, Jakab A, Eixarch E, Auzias G, Bach Cuadra M. Sanchez T, et al. Among authors: jakab a. Med Image Anal. 2024 Oct;97:103282. doi: 10.1016/j.media.2024.103282. Epub 2024 Jul 19. Med Image Anal. 2024. PMID: 39053168 Free article.
221 results