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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: arbelaez p. PLoS One. 2021 Apr 26;16(4):e0241728. doi: 10.1371/journal.pone.0241728. eCollection 2021. PLoS One. 2021. PMID: 33901196 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: arbelaez p. 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.
Comparative validation of multi-instance instrument segmentation in endoscopy: Results of the ROBUST-MIS 2019 challenge.
Roß T, Reinke A, Full PM, Wagner M, Kenngott H, Apitz M, Hempe H, Mindroc-Filimon D, Scholz P, Tran TN, Bruno P, Arbeláez P, Bian GB, Bodenstedt S, Bolmgren JL, Bravo-Sánchez L, Chen HB, González C, Guo D, Halvorsen P, Heng PA, Hosgor E, Hou ZG, Isensee F, Jha D, Jiang T, Jin Y, Kirtac K, Kletz S, Leger S, Li Z, Maier-Hein KH, Ni ZL, Riegler MA, Schoeffmann K, Shi R, Speidel S, Stenzel M, Twick I, Wang G, Wang J, Wang L, Wang L, Zhang Y, Zhou YJ, Zhu L, Wiesenfarth M, Kopp-Schneider A, Müller-Stich BP, Maier-Hein L. Roß T, et al. Among authors: arbelaez p. Med Image Anal. 2021 May;70:101920. doi: 10.1016/j.media.2020.101920. Epub 2020 Nov 28. Med Image Anal. 2021. PMID: 33676097 Free article.
Smart pooling: AI-powered COVID-19 informative group testing.
Escobar M, Jeanneret G, Bravo-Sánchez L, Castillo A, Gómez C, Valderrama D, Roa M, Martínez J, Madrid-Wolff J, Cepeda M, Guevara-Suarez M, Sarmiento OL, Medaglia AL, Forero-Shelton M, Velasco M, Pedraza JM, Laajaj R, Restrepo S, Arbelaez P. Escobar M, et al. Among authors: arbelaez p. Sci Rep. 2022 Apr 20;12(1):6519. doi: 10.1038/s41598-022-10128-9. Sci Rep. 2022. PMID: 35444162 Free PMC article.
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: arbelaez p. Nat Commun. 2022 Jul 15;13(1):4128. doi: 10.1038/s41467-022-30695-9. Nat Commun. 2022. PMID: 35840566 Free PMC article.
35 results