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Federated learning enables big data for rare cancer boundary detection.
Pati S, Baid U, Edwards B, Sheller M, Wang SH, Reina GA, Foley P, Gruzdev A, Karkada D, Davatzikos C, Sako C, Ghodasara S, Bilello M, Mohan S, Vollmuth P, Brugnara G, Preetha CJ, Sahm F, Maier-Hein K, Zenk M, Bendszus M, Wick W, Calabrese E, Rudie J, Villanueva-Meyer J, Cha S, Ingalhalikar M, Jadhav M, Pandey U, Saini J, Garrett J, Larson M, Jeraj R, Currie S, Frood R, Fatania K, Huang RY, Chang K, Balaña C, Capellades J, Puig J, Trenkler J, Pichler J, Necker G, Haunschmidt A, Meckel S, Shukla G, Liem S, Alexander GS, Lombardo J, Palmer JD, Flanders AE, Dicker AP, Sair HI, Jones CK, Venkataraman A, Jiang M, So TY, Chen C, Heng PA, Dou Q, Kozubek M, Lux F, Michálek J, Matula P, Keřkovský M, Kopřivová T, Dostál M, Vybíhal V, Vogelbaum MA, Mitchell JR, Farinhas J, Maldjian JA, Yogananda CGB, Pinho MC, Reddy D, Holcomb J, Wagner BC, Ellingson BM, Cloughesy TF, Raymond C, Oughourlian T, Hagiwara A, Wang C, To MS, Bhardwaj S, Chong C, Agzarian M, Falcão AX, Martins SB, Teixeira BCA, Sprenger F, Menotti D, Lucio DR, LaMontagne P, Marcus D, Wiestler B, Kofler F, Ezhov I, Metz M, Jain R, Lee M, Lui YW, McKinley R, Slotboom J, Radojewski P, Meier R, Wiest R, Murcia D, Fu E, Haas R, T… See abstract for full author list ➔ Pati S, et al. Among authors: wagner bc. Nat Commun. 2022 Dec 5;13(1):7346. doi: 10.1038/s41467-022-33407-5. Nat Commun. 2022. PMID: 36470898 Free PMC article.
Microstructural correlates of 3D steady-state inhomogeneous magnetization transfer (ihMT) in the human brain white matter assessed by myelin water imaging and diffusion tensor imaging.
Ercan E, Varma G, Mädler B, Dimitrov IE, Pinho MC, Xi Y, Wagner BC, Davenport EM, Maldjian JA, Alsop DC, Lenkinski RE, Vinogradov E. Ercan E, et al. Among authors: wagner bc. Magn Reson Med. 2018 Dec;80(6):2402-2414. doi: 10.1002/mrm.27211. Epub 2018 Apr 29. Magn Reson Med. 2018. PMID: 29707813 Free article.
A novel fully automated MRI-based deep-learning method for classification of IDH mutation status in brain gliomas.
Bangalore Yogananda CG, Shah BR, Vejdani-Jahromi M, Nalawade SS, Murugesan GK, Yu FF, Pinho MC, Wagner BC, Mickey B, Patel TR, Fei B, Madhuranthakam AJ, Maldjian JA. Bangalore Yogananda CG, et al. Among authors: wagner bc. Neuro Oncol. 2020 Mar 5;22(3):402-411. doi: 10.1093/neuonc/noz199. Neuro Oncol. 2020. PMID: 31637430 Free PMC article. Retracted.
Classification of brain tumor isocitrate dehydrogenase status using MRI and deep learning.
Nalawade S, Murugesan GK, Vejdani-Jahromi M, Fisicaro RA, Bangalore Yogananda CG, Wagner B, Mickey B, Maher E, Pinho MC, Fei B, Madhuranthakam AJ, Maldjian JA. Nalawade S, et al. J Med Imaging (Bellingham). 2019 Oct;6(4):046003. doi: 10.1117/1.JMI.6.4.046003. Epub 2019 Dec 10. J Med Imaging (Bellingham). 2019. PMID: 31824982 Free PMC article.
A Fully Automated Deep Learning Network for Brain Tumor Segmentation.
Bangalore Yogananda CG, Shah BR, Vejdani-Jahromi M, Nalawade SS, Murugesan GK, Yu FF, Pinho MC, Wagner BC, Emblem KE, Bjørnerud A, Fei B, Madhuranthakam AJ, Maldjian JA. Bangalore Yogananda CG, et al. Among authors: wagner bc. Tomography. 2020 Jun;6(2):186-193. doi: 10.18383/j.tom.2019.00026. Tomography. 2020. PMID: 32548295 Free PMC article.
A novel fully automated MRI-based deep-learning method for classification of 1p/19q co-deletion status in brain gliomas.
Yogananda CGB, Shah BR, Yu FF, Pinho MC, Nalawade SS, Murugesan GK, Wagner BC, Mickey B, Patel TR, Fei B, Madhuranthakam AJ, Maldjian JA. Yogananda CGB, et al. Among authors: wagner bc. Neurooncol Adv. 2020 Jul 17;2(1):vdaa066. doi: 10.1093/noajnl/vdaa066. eCollection 2020 Jan-Dec. Neurooncol Adv. 2020. PMID: 32705083 Free PMC article.
48 results