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AI-based prognostic imaging biomarkers for precision neuro-oncology: the ReSPOND consortium.
Davatzikos C, Barnholtz-Sloan JS, Bakas S, Colen R, Mahajan A, Quintero CB, Capellades Font J, Puig J, Jain R, Sloan AE, Badve C, Marcus DS, Seong Choi Y, Lee SK, Chang JH, Poisson LM, Griffith B, Dicker AP, Flanders AE, Booth TC, Rathore S, Akbari H, Sako C, Bilello M, Shukla G, Fathi Kazerooni A, Brem S, Lustig R, Mohan S, Bagley S, Nasrallah M, O'Rourke DM. Davatzikos C, et al. Among authors: flanders ae. Neuro Oncol. 2020 Jun 9;22(6):886-888. doi: 10.1093/neuonc/noaa045. Neuro Oncol. 2020. PMID: 32152622 Free PMC article. No abstract available.
Addition of MR imaging features and genetic biomarkers strengthens glioblastoma survival prediction in TCGA patients.
Nicolasjilwan M, Hu Y, Yan C, Meerzaman D, Holder CA, Gutman D, Jain R, Colen R, Rubin DL, Zinn PO, Hwang SN, Raghavan P, Hammoud DA, Scarpace LM, Mikkelsen T, Chen J, Gevaert O, Buetow K, Freymann J, Kirby J, Flanders AE, Wintermark M; TCGA Glioma Phenotype Research Group. Nicolasjilwan M, et al. Among authors: flanders ae. J Neuroradiol. 2015 Jul;42(4):212-21. doi: 10.1016/j.neurad.2014.02.006. Epub 2014 Jul 2. J Neuroradiol. 2015. PMID: 24997477 Free PMC article.
Multicenter imaging outcomes study of The Cancer Genome Atlas glioblastoma patient cohort: imaging predictors of overall and progression-free survival.
Wangaryattawanich P, Hatami M, Wang J, Thomas G, Flanders A, Kirby J, Wintermark M, Huang ES, Bakhtiari AS, Luedi MM, Hashmi SS, Rubin DL, Chen JY, Hwang SN, Freymann J, Holder CA, Zinn PO, Colen RR. Wangaryattawanich P, et al. Neuro Oncol. 2015 Nov;17(11):1525-37. doi: 10.1093/neuonc/nov117. Epub 2015 Jul 22. Neuro Oncol. 2015. PMID: 26203066 Free PMC article.
A combinatorial radiographic phenotype may stratify patient survival and be associated with invasion and proliferation characteristics in glioblastoma.
Rao A, Rao G, Gutman DA, Flanders AE, Hwang SN, Rubin DL, Colen RR, Zinn PO, Jain R, Wintermark M, Kirby JS, Jaffe CC, Freymann J; TCGA Glioma Phenotype Research Group. Rao A, et al. Among authors: flanders ae. J Neurosurg. 2016 Apr;124(4):1008-17. doi: 10.3171/2015.4.JNS142732. Epub 2015 Oct 16. J Neurosurg. 2016. PMID: 26473782 Free PMC article.
Assessing the Effects of Software Platforms on Volumetric Segmentation of Glioblastoma.
Dunn WD Jr, Aerts HJWL, Cooper LA, Holder CA, Hwang SN, Jaffe CC, Brat DJ, Jain R, Flanders AE, Zinn PO, Colen RR, Gutman DA. Dunn WD Jr, et al. Among authors: flanders ae. J Neuroimaging Psychiatry Neurol. 2016;1(2):64-72. doi: 10.17756/jnpn.2016-008. Epub 2016 Jul 20. J Neuroimaging Psychiatry Neurol. 2016. PMID: 29600296 Free PMC article.
Histopathology-validated machine learning radiographic biomarker for noninvasive discrimination between true progression and pseudo-progression in glioblastoma.
Akbari H, Rathore S, Bakas S, Nasrallah MP, Shukla G, Mamourian E, Rozycki M, Bagley SJ, Rudie JD, Flanders AE, Dicker AP, Desai AS, O'Rourke DM, Brem S, Lustig R, Mohan S, Wolf RL, Bilello M, Martinez-Lage M, Davatzikos C. Akbari H, et al. Among authors: flanders ae. Cancer. 2020 Jun 1;126(11):2625-2636. doi: 10.1002/cncr.32790. Epub 2020 Mar 4. Cancer. 2020. PMID: 32129893 Free PMC article.
Brain extraction on MRI scans in presence of diffuse glioma: Multi-institutional performance evaluation of deep learning methods and robust modality-agnostic training.
Thakur S, Doshi J, Pati S, Rathore S, Sako C, Bilello M, Ha SM, Shukla G, Flanders A, Kotrotsou A, Milchenko M, Liem S, Alexander GS, Lombardo J, Palmer JD, LaMontagne P, Nazeri A, Talbar S, Kulkarni U, Marcus D, Colen R, Davatzikos C, Erus G, Bakas S. Thakur S, et al. Neuroimage. 2020 Oct 15;220:117081. doi: 10.1016/j.neuroimage.2020.117081. Epub 2020 Jun 27. Neuroimage. 2020. PMID: 32603860 Free PMC article.
Machine Learning Using Multiparametric Magnetic Resonance Imaging Radiomic Feature Analysis to Predict Ki-67 in World Health Organization Grade I Meningiomas.
Khanna O, Fathi Kazerooni A, Farrell CJ, Baldassari MP, Alexander TD, Karsy M, Greenberger BA, Garcia JA, Sako C, Evans JJ, Judy KD, Andrews DW, Flanders AE, Sharan AD, Dicker AP, Shi W, Davatzikos C. Khanna O, et al. Among authors: flanders ae. Neurosurgery. 2021 Oct 13;89(5):928-936. doi: 10.1093/neuros/nyab307. Neurosurgery. 2021. PMID: 34460921 Free PMC article.
224 results