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Page 1
The Medical Segmentation Decathlon.
Antonelli M, Reinke A, Bakas S, Farahani K, Kopp-Schneider A, Landman BA, Litjens G, Menze B, Ronneberger O, Summers RM, van Ginneken B, Bilello M, Bilic P, Christ PF, Do RKG, Gollub MJ, Heckers SH, Huisman H, Jarnagin WR, McHugo MK, Napel S, Pernicka JSG, Rhode K, Tobon-Gomez C, Vorontsov E, Meakin JA, Ourselin S, Wiesenfarth M, Arbeláez P, Bae B, Chen S, Daza L, Feng J, He B, Isensee F, Ji Y, Jia F, Kim I, Maier-Hein K, Merhof D, Pai A, Park B, Perslev M, Rezaiifar R, Rippel O, Sarasua I, Shen W, Son J, Wachinger C, Wang L, Wang Y, Xia Y, Xu D, Xu Z, Zheng Y, Simpson AL, Maier-Hein L, Cardoso MJ. Antonelli M, et al. Among authors: daza l. Nat Commun. 2022 Jul 15;13(1):4128. doi: 10.1038/s41467-022-30695-9. Nat Commun. 2022. PMID: 35840566 Free PMC article.
PharmaNet: Pharmaceutical discovery with deep recurrent neural networks.
Ruiz Puentes P, Valderrama N, González C, Daza L, Muñoz-Camargo C, Cruz JC, Arbeláez P. Ruiz Puentes P, et al. Among authors: daza l. PLoS One. 2021 Apr 26;16(4):e0241728. doi: 10.1371/journal.pone.0241728. eCollection 2021. PLoS One. 2021. PMID: 33901196 Free PMC article.
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: daza l. 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.
Lung Nodule Malignancy Prediction in Sequential CT Scans: Summary of ISBI 2018 Challenge.
Balagurunathan Y, Beers A, Mcnitt-Gray M, Hadjiiski L, Napel S, Goldgof D, Perez G, Arbelaez P, Mehrtash A, Kapur T, Yang E, Moon JW, Perez GB, Delgado-Gonzalo R, Farhangi MM, Amini AA, Ni R, Feng X, Bagari A, Vaidhya K, Veasey B, Safta W, Frigui H, Enguehard J, Gholipour A, Castillo LS, Daza LA, Pinsky P, Kalpathy-Cramer J, Farahani K. Balagurunathan Y, et al. Among authors: daza la. IEEE Trans Med Imaging. 2021 Dec;40(12):3748-3761. doi: 10.1109/TMI.2021.3097665. Epub 2021 Nov 30. IEEE Trans Med Imaging. 2021. PMID: 34264825 Free PMC article.
ISLES 2016 and 2017-Benchmarking Ischemic Stroke Lesion Outcome Prediction Based on Multispectral MRI.
Winzeck S, Hakim A, McKinley R, Pinto JAADSR, Alves V, Silva C, Pisov M, Krivov E, Belyaev M, Monteiro M, Oliveira A, Choi Y, Paik MC, Kwon Y, Lee H, Kim BJ, Won JH, Islam M, Ren H, Robben D, Suetens P, Gong E, Niu Y, Xu J, Pauly JM, Lucas C, Heinrich MP, Rivera LC, Castillo LS, Daza LA, Beers AL, Arbelaezs P, Maier O, Chang K, Brown JM, Kalpathy-Cramer J, Zaharchuk G, Wiest R, Reyes M. Winzeck S, et al. Among authors: daza la. Front Neurol. 2018 Sep 13;9:679. doi: 10.3389/fneur.2018.00679. eCollection 2018. Front Neurol. 2018. PMID: 30271370 Free PMC article.
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: daza lv. 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
40 results