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The Image Biomarker Standardization Initiative: Standardized Quantitative Radiomics for High-Throughput Image-based Phenotyping.
Zwanenburg A, Vallières M, Abdalah MA, Aerts HJWL, Andrearczyk V, Apte A, Ashrafinia S, Bakas S, Beukinga RJ, Boellaard R, Bogowicz M, Boldrini L, Buvat I, Cook GJR, Davatzikos C, Depeursinge A, Desseroit MC, Dinapoli N, Dinh CV, Echegaray S, El Naqa I, Fedorov AY, Gatta R, Gillies RJ, Goh V, Götz M, Guckenberger M, Ha SM, Hatt M, Isensee F, Lambin P, Leger S, Leijenaar RTH, Lenkowicz J, Lippert F, Losnegård A, Maier-Hein KH, Morin O, Müller H, Napel S, Nioche C, Orlhac F, Pati S, Pfaehler EAG, Rahmim A, Rao AUK, Scherer J, Siddique MM, Sijtsema NM, Socarras Fernandez J, Spezi E, Steenbakkers RJHM, Tanadini-Lang S, Thorwarth D, Troost EGC, Upadhaya T, Valentini V, van Dijk LV, van Griethuysen J, van Velden FHP, Whybra P, Richter C, Löck S. Zwanenburg A, et al. Among authors: davatzikos c. Radiology. 2020 May;295(2):328-338. doi: 10.1148/radiol.2020191145. Epub 2020 Mar 10. Radiology. 2020. PMID: 32154773 Free PMC article.
Imaging genomics in cancer research: limitations and promises.
Bai HX, Lee AM, Yang L, Zhang P, Davatzikos C, Maris JM, Diskin SJ. Bai HX, et al. Among authors: davatzikos c. Br J Radiol. 2016;89(1061):20151030. doi: 10.1259/bjr.20151030. Epub 2016 Feb 11. Br J Radiol. 2016. PMID: 26864054 Free PMC article. Review.
Diabetes, Gray Matter Loss, and Cognition in the Setting of Parkinson Disease.
Petrou M, Davatzikos C, Hsieh M, Foerster BR, Albin RL, Kotagal V, Müller ML, Koeppe RA, Herman WH, Frey KA, Bohnen NI. Petrou M, et al. Among authors: davatzikos c. Acad Radiol. 2016 May;23(5):577-81. doi: 10.1016/j.acra.2015.07.014. Epub 2016 Feb 10. Acad Radiol. 2016. PMID: 26874576 Free PMC article.
In Vivo Detection of EGFRvIII in Glioblastoma via Perfusion Magnetic Resonance Imaging Signature Consistent with Deep Peritumoral Infiltration: The φ-Index.
Bakas S, Akbari H, Pisapia J, Martinez-Lage M, Rozycki M, Rathore S, Dahmane N, O'Rourke DM, Davatzikos C. Bakas S, et al. Among authors: davatzikos c. Clin Cancer Res. 2017 Aug 15;23(16):4724-4734. doi: 10.1158/1078-0432.CCR-16-1871. Epub 2017 Apr 20. Clin Cancer Res. 2017. PMID: 28428190 Free PMC article.
Use of Fetal Magnetic Resonance Image Analysis and Machine Learning to Predict the Need for Postnatal Cerebrospinal Fluid Diversion in Fetal Ventriculomegaly.
Pisapia JM, Akbari H, Rozycki M, Goldstein H, Bakas S, Rathore S, Moldenhauer JS, Storm PB, Zarnow DM, Anderson RCE, Heuer GG, Davatzikos C. Pisapia JM, et al. Among authors: davatzikos c. JAMA Pediatr. 2018 Feb 1;172(2):128-135. doi: 10.1001/jamapediatrics.2017.3993. JAMA Pediatr. 2018. PMID: 29255892 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.
Emerging Applications of Artificial Intelligence in Neuro-Oncology.
Rudie JD, Rauschecker AM, Bryan RN, Davatzikos C, Mohan S. Rudie JD, et al. Among authors: davatzikos c. Radiology. 2019 Mar;290(3):607-618. doi: 10.1148/radiol.2018181928. Epub 2019 Jan 22. Radiology. 2019. PMID: 30667332 Free PMC article. Review.
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.
572 results