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Federated learning enables big data for rare cancer boundary detection.
Nat Commun. 2022 Dec 5;13(1):7346. doi: 10.1038/s41467-022-33407-5.
Nat Commun. 2022.
PMID: 36470898
Free PMC article.
Author Correction: 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, Thompson…
See abstract for full author list ➔
Pati S, et al. Among authors: dragos c.
Nat Commun. 2023 Jan 26;14(1):436. doi: 10.1038/s41467-023-36188-7.
Nat Commun. 2023.
PMID: 36702828
Free PMC article.
No abstract available.
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Imaging Biomarkers of Glioblastoma Treatment Response: A Systematic Review and Meta-Analysis of Recent Machine Learning Studies.
Booth TC, Grzeda M, Chelliah A, Roman A, Al Busaidi A, Dragos C, Shuaib H, Luis A, Mirchandani A, Alparslan B, Mansoor N, Lavrador J, Vergani F, Ashkan K, Modat M, Ourselin S.
Booth TC, et al. Among authors: dragos c.
Front Oncol. 2022 Jan 31;12:799662. doi: 10.3389/fonc.2022.799662. eCollection 2022.
Front Oncol. 2022.
PMID: 35174084
Free PMC article.
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Non-invasive assessment of glioma microstructure using VERDICT MRI: correlation with histology.
Zaccagna F, Riemer F, Priest AN, McLean MA, Allinson K, Grist JT, Dragos C, Matys T, Gillard JH, Watts C, Price SJ, Graves MJ, Gallagher FA.
Zaccagna F, et al. Among authors: dragos c.
Eur Radiol. 2019 Oct;29(10):5559-5566. doi: 10.1007/s00330-019-6011-8. Epub 2019 Mar 19.
Eur Radiol. 2019.
PMID: 30888488
Free PMC article.
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Glioblastoma and Radiotherapy: a multi-center AI study for Survival Predictions from MRI (GRASP study).
Chelliah A, Wood DA, Canas LS, Shuaib H, Currie S, Fatania K, Frood R, Rowland-Hill C, Thust S, Wastling SJ, Tenant S, Foweraker K, Williams M, Wang Q, Roman A, Dragos C, MacDonald M, Lau YH, Linares CA, Bassiouny A, Luis A, Young T, Brock J, Chandy E, Beaumont E, Lam TC, Welsh L, Lewis J, Mathew R, Kerfoot E, Brown R, Beasley D, Glendenning J, Brazil L, Swampillai A, Ashkan K, Ourselin S, Modat M, Booth TC.
Chelliah A, et al. Among authors: dragos c.
Neuro Oncol. 2024 Jan 29:noae017. doi: 10.1093/neuonc/noae017. Online ahead of print.
Neuro Oncol. 2024.
PMID: 38285679
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