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Precision diagnostics based on machine learning-derived imaging signatures.
Davatzikos C, Sotiras A, Fan Y, Habes M, Erus G, Rathore S, Bakas S, Chitalia R, Gastounioti A, Kontos D. Davatzikos C, et al. Among authors: chitalia r. Magn Reson Imaging. 2019 Dec;64:49-61. doi: 10.1016/j.mri.2019.04.012. Epub 2019 May 6. Magn Reson Imaging. 2019. PMID: 31071473 Free PMC article. Review.
Background parenchymal enhancement on breast MRI: A comprehensive review.
Liao GJ, Henze Bancroft LC, Strigel RM, Chitalia RD, Kontos D, Moy L, Partridge SC, Rahbar H. Liao GJ, et al. J Magn Reson Imaging. 2020 Jan;51(1):43-61. doi: 10.1002/jmri.26762. Epub 2019 Apr 19. J Magn Reson Imaging. 2020. PMID: 31004391 Free PMC article. Review.
Imaging Phenotypes of Breast Cancer Heterogeneity in Preoperative Breast Dynamic Contrast Enhanced Magnetic Resonance Imaging (DCE-MRI) Scans Predict 10-Year Recurrence.
Chitalia RD, Rowland J, McDonald ES, Pantalone L, Cohen EA, Gastounioti A, Feldman M, Schnall M, Conant E, Kontos D. Chitalia RD, et al. Clin Cancer Res. 2020 Feb 15;26(4):862-869. doi: 10.1158/1078-0432.CCR-18-4067. Epub 2019 Nov 15. Clin Cancer Res. 2020. PMID: 31732521 Free PMC article.
Functional 4-D clustering for characterizing intratumor heterogeneity in dynamic imaging: evaluation in FDG PET as a prognostic biomarker for breast cancer.
Chitalia R, Viswanath V, Pantel AR, Peterson LM, Gastounioti A, Cohen EA, Muzi M, Karp J, Mankoff DA, Kontos D. Chitalia R, et al. Eur J Nucl Med Mol Imaging. 2021 Nov;48(12):3990-4001. doi: 10.1007/s00259-021-05265-8. Epub 2021 Mar 7. Eur J Nucl Med Mol Imaging. 2021. PMID: 33677641 Free PMC article.
Correction to: Functional 4-D clustering for characterizing intratumor heterogeneity in dynamic imaging: evaluation in FDG PET as a prognostic biomarker for breast cancer.
Chitalia R, Viswanath V, Pantel AR, Peterson LM, Gastounioti A, Cohen EA, Muzi M, Karp J, Mankoff DA, Kontos D. Chitalia R, et al. Eur J Nucl Med Mol Imaging. 2021 Nov;48(12):4109. doi: 10.1007/s00259-021-05324-0. Eur J Nucl Med Mol Imaging. 2021. PMID: 34117509 Free PMC article. No abstract available.
Interactive Machine Learning-Based Multi-Label Segmentation of Solid Tumors and Organs.
Bounias D, Singh A, Bakas S, Pati S, Rathore S, Akbari H, Bilello M, Greenberger BA, Lombardo J, Chitalia RD, Jahani N, Gastounioti A, Hershman M, Roshkovan L, Katz SI, Yousefi B, Lou C, Simpson AL, Do RKG, Shinohara RT, Kontos D, Nikita K, Davatzikos C. Bounias D, et al. Among authors: chitalia rd. Appl Sci (Basel). 2021 Aug 2;11(16):7488. doi: 10.3390/app11167488. Epub 2021 Aug 15. Appl Sci (Basel). 2021. PMID: 34621541 Free PMC article.
18 results