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Page 1
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: gahrmann r. Nat Commun. 2022 Dec 5;13(1):7346. doi: 10.1038/s41467-022-33407-5. Nat Commun. 2022. PMID: 36470898 Free PMC article.
The Erasmus Glioma Database (EGD): Structural MRI scans, WHO 2016 subtypes, and segmentations of 774 patients with glioma.
van der Voort SR, Incekara F, Wijnenga MMJ, Kapsas G, Gahrmann R, Schouten JW, Dubbink HJ, Vincent AJPE, van den Bent MJ, French PJ, Klein S, Smits M. van der Voort SR, et al. Among authors: gahrmann r. Data Brief. 2021 Jun 2;37:107191. doi: 10.1016/j.dib.2021.107191. eCollection 2021 Aug. Data Brief. 2021. PMID: 34159239 Free PMC article.
Combined molecular subtyping, grading, and segmentation of glioma using multi-task deep learning.
van der Voort SR, Incekara F, Wijnenga MMJ, Kapsas G, Gahrmann R, Schouten JW, Nandoe Tewarie R, Lycklama GJ, De Witt Hamer PC, Eijgelaar RS, French PJ, Dubbink HJ, Vincent AJPE, Niessen WJ, van den Bent MJ, Smits M, Klein S. van der Voort SR, et al. Among authors: gahrmann r. Neuro Oncol. 2023 Feb 14;25(2):279-289. doi: 10.1093/neuonc/noac166. Neuro Oncol. 2023. PMID: 35788352 Free PMC article.
The impact of surgery in molecularly defined low-grade glioma: an integrated clinical, radiological, and molecular analysis.
Wijnenga MMJ, French PJ, Dubbink HJ, Dinjens WNM, Atmodimedjo PN, Kros JM, Smits M, Gahrmann R, Rutten GJ, Verheul JB, Fleischeuer R, Dirven CMF, Vincent AJPE, van den Bent MJ. Wijnenga MMJ, et al. Among authors: gahrmann r. Neuro Oncol. 2018 Jan 10;20(1):103-112. doi: 10.1093/neuonc/nox176. Neuro Oncol. 2018. PMID: 29016833 Free PMC article.
Diffusion MRI Phenotypes Predict Overall Survival Benefit from Anti-VEGF Monotherapy in Recurrent Glioblastoma: Converging Evidence from Phase II Trials.
Ellingson BM, Gerstner ER, Smits M, Huang RY, Colen R, Abrey LE, Aftab DT, Schwab GM, Hessel C, Harris RJ, Chakhoyan A, Gahrmann R, Pope WB, Leu K, Raymond C, Woodworth DC, de Groot J, Wen PY, Batchelor TT, van den Bent MJ, Cloughesy TF. Ellingson BM, et al. Among authors: gahrmann r. Clin Cancer Res. 2017 Oct 1;23(19):5745-5756. doi: 10.1158/1078-0432.CCR-16-2844. Epub 2017 Jun 27. Clin Cancer Res. 2017. PMID: 28655794 Free PMC article. Clinical Trial.
The impact of different volumetric thresholds to determine progressive disease in patients with recurrent glioblastoma treated with bevacizumab.
Gahrmann R, Smits M, Vernhout RM, Taal W, Kapsas G, de Groot JC, Hanse M, Vos M, Beerepoot LV, Buter J, Flach ZH, van der Holt B, van den Bent M. Gahrmann R, et al. Neurooncol Adv. 2022 Mar 9;4(1):vdac032. doi: 10.1093/noajnl/vdac032. eCollection 2022 Jan-Dec. Neurooncol Adv. 2022. PMID: 35419519 Free PMC article.
Evaluating the Predictive Value of Glioma Growth Models for Low-Grade Glioma After Tumor Resection.
van Garderen KA, van der Voort SR, Wijnenga MMJ, Incekara F, Alafandi A, Kapsas G, Gahrmann R, Schouten JW, Dubbink HJ, Vincent AJPE, van den Bent M, French PJ, Smits M, Klein S. van Garderen KA, et al. Among authors: gahrmann r. IEEE Trans Med Imaging. 2024 Jan;43(1):253-263. doi: 10.1109/TMI.2023.3298637. Epub 2024 Jan 2. IEEE Trans Med Imaging. 2024. PMID: 37490381
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: gahrmann r. 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.