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Cancer imaging phenomics toolkit: quantitative imaging analytics for precision diagnostics and predictive modeling of clinical outcome.
Davatzikos C, Rathore S, Bakas S, Pati S, Bergman M, Kalarot R, Sridharan P, Gastounioti A, Jahani N, Cohen E, Akbari H, Tunc B, Doshi J, Parker D, Hsieh M, Sotiras A, Li H, Ou Y, Doot RK, Bilello M, Fan Y, Shinohara RT, Yushkevich P, Verma R, Kontos D. Davatzikos C, et al. Among authors: shinohara rt. J Med Imaging (Bellingham). 2018 Jan;5(1):011018. doi: 10.1117/1.JMI.5.1.011018. Epub 2018 Jan 11. J Med Imaging (Bellingham). 2018. PMID: 29340286 Free PMC article.
The Cancer Imaging Phenomics Toolkit (CaPTk): Technical Overview.
Pati S, Singh A, Rathore S, Gastounioti A, Bergman M, Ngo P, Ha SM, Bounias D, Minock J, Murphy G, Li H, Bhattarai A, Wolf A, Sridaran P, Kalarot R, Akbari H, Sotiras A, Thakur SP, Verma R, Shinohara RT, Yushkevich P, Fan Y, Kontos D, Davatzikos C, Bakas S. Pati S, et al. Among authors: shinohara rt. Brainlesion. 2020;11993:380-394. doi: 10.1007/978-3-030-46643-5_38. Epub 2020 May 19. Brainlesion. 2020. PMID: 32754723 Free PMC article.
Multi-institutional noninvasive in vivo characterization of IDH, 1p/19q, and EGFRvIII in glioma using neuro-Cancer Imaging Phenomics Toolkit (neuro-CaPTk).
Rathore S, Mohan S, Bakas S, Sako C, Badve C, Pati S, Singh A, Bounias D, Ngo P, Akbari H, Gastounioti A, Bergman M, Bilello M, Shinohara RT, Yushkevich P, O'Rourke DM, Sloan AE, Kontos D, Nasrallah MP, Barnholtz-Sloan JS, Davatzikos C. Rathore S, et al. Among authors: shinohara rt. Neurooncol Adv. 2021 Jan 23;2(Suppl 4):iv22-iv34. doi: 10.1093/noajnl/vdaa128. eCollection 2020 Dec. Neurooncol Adv. 2021. PMID: 33521638 Free PMC article.
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: shinohara rt. 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.
Leveraging machine learning predictive biomarkers to augment the statistical power of clinical trials with baseline magnetic resonance imaging.
Lou C, Habes M, Illenberger NA, Ezzati A, Lipton RB, Shaw PA, Stephens-Shields AJ, Akbari H, Doshi J, Davatzikos C, Shinohara RT. Lou C, et al. Among authors: shinohara rt. Brain Commun. 2021 Nov 3;3(4):fcab264. doi: 10.1093/braincomms/fcab264. eCollection 2021. Brain Commun. 2021. PMID: 34806001 Free PMC article.
Development of a robust radiomic biomarker of progression-free survival in advanced non-small cell lung cancer patients treated with first-line immunotherapy.
Singh A, Horng H, Roshkovan L, Weeks JK, Hershman M, Noël P, Luna JM, Cohen EA, Pantalone L, Shinohara RT, Bauml JM, Thompson JC, Aggarwal C, Carpenter EL, Katz SI, Kontos D. Singh A, et al. Among authors: shinohara rt. Sci Rep. 2022 Jun 15;12(1):9993. doi: 10.1038/s41598-022-14160-7. Sci Rep. 2022. PMID: 35705618 Free PMC article.
295 results