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Impact of deformable registration methods for prediction of recurrence free survival response to neoadjuvant chemotherapy in breast cancer: Results from the ISPY 1/ACRIN 6657 trial.
Thakran S, Cohen E, Jahani N, Weinstein SP, Pantalone L, Hylton N, Newitt D, DeMichele A, Davatzikos C, Kontos D. Thakran S, et al. Among authors: davatzikos c. Transl Oncol. 2022 Jun;20:101411. doi: 10.1016/j.tranon.2022.101411. Epub 2022 Apr 5. Transl Oncol. 2022. PMID: 35395604 Free PMC article.
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. 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.
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. 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.
Cancer Imaging Phenomics via CaPTk: Multi-Institutional Prediction of Progression-Free Survival and Pattern of Recurrence in Glioblastoma.
Fathi Kazerooni A, Akbari H, Shukla G, Badve C, Rudie JD, Sako C, Rathore S, Bakas S, Pati S, Singh A, Bergman M, Ha SM, Kontos D, Nasrallah M, Bagley SJ, Lustig RA, O'Rourke DM, Sloan AE, Barnholtz-Sloan JS, Mohan S, Bilello M, Davatzikos C. Fathi Kazerooni A, et al. Among authors: davatzikos c. JCO Clin Cancer Inform. 2020 Mar;4:234-244. doi: 10.1200/CCI.19.00121. JCO Clin Cancer Inform. 2020. PMID: 32191542 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: davatzikos c. 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: davatzikos c. 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.
O-Net: An Overall Convolutional Network for Segmentation Tasks.
Maghsoudi OH, Gastounioti A, Pantalone L, Davatzikos C, Bakas S, Kontos D. Maghsoudi OH, et al. Among authors: davatzikos c. Mach Learn Med Imaging. 2020 Oct;12436:199-209. doi: 10.1007/978-3-030-59861-7_21. Epub 2020 Sep 29. Mach Learn Med Imaging. 2020. PMID: 34282411 Free PMC article.
602 results