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The Image Biomarker Standardization Initiative: Standardized Convolutional Filters for Reproducible Radiomics and Enhanced Clinical Insights.
Whybra P, Zwanenburg A, Andrearczyk V, Schaer R, Apte AP, Ayotte A, Baheti B, Bakas S, Bettinelli A, Boellaard R, Boldrini L, Buvat I, Cook GJR, Dietsche F, Dinapoli N, Gabryś HS, Goh V, Guckenberger M, Hatt M, Hosseinzadeh M, Iyer A, Lenkowicz J, Loutfi MAL, Löck S, Marturano F, Morin O, Nioche C, Orlhac F, Pati S, Rahmim A, Rezaeijo SM, Rookyard CG, Salmanpour MR, Schindele A, Shiri I, Spezi E, Tanadini-Lang S, Tixier F, Upadhaya T, Valentini V, van Griethuysen JJM, Yousefirizi F, Zaidi H, Müller H, Vallières M, Depeursinge A. Whybra P, et al. Among authors: apte ap. Radiology. 2024 Feb;310(2):e231319. doi: 10.1148/radiol.231319. Radiology. 2024. PMID: 38319168 Review.
Toward a standard for the evaluation of PET-Auto-Segmentation methods following the recommendations of AAPM task group No. 211: Requirements and implementation.
Berthon B, Spezi E, Galavis P, Shepherd T, Apte A, Hatt M, Fayad H, De Bernardi E, Soffientini CD, Ross Schmidtlein C, El Naqa I, Jeraj R, Lu W, Das S, Zaidi H, Mawlawi OR, Visvikis D, Lee JA, Kirov AS. Berthon B, et al. Med Phys. 2017 Aug;44(8):4098-4111. doi: 10.1002/mp.12312. Epub 2017 Jul 2. Med Phys. 2017. PMID: 28474819 Free PMC article.
Histogram Analysis and Visual Heterogeneity of Diffusion-Weighted Imaging with Apparent Diffusion Coefficient Mapping in the Prediction of Molecular Subtypes of Invasive Breast Cancers.
Horvat JV, Iyer A, Morris EA, Apte A, Bernard-Davila B, Martinez DF, Leithner D, Sutton OM, Ochoa-Albiztegui RE, Giri D, Pinker K, Thakur SB. Horvat JV, et al. Contrast Media Mol Imaging. 2019 Nov 22;2019:2972189. doi: 10.1155/2019/2972189. eCollection 2019. Contrast Media Mol Imaging. 2019. PMID: 31819738 Free PMC article.
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. Radiology. 2020 May;295(2):328-338. doi: 10.1148/radiol.2020191145. Epub 2020 Mar 10. Radiology. 2020. PMID: 32154773 Free PMC article.
Library of deep-learning image segmentation and outcomes model-implementations.
Apte AP, Iyer A, Thor M, Pandya R, Haq R, Jiang J, LoCastro E, Shukla-Dave A, Sasankan N, Xiao Y, Hu YC, Elguindi S, Veeraraghavan H, Oh JH, Jackson A, Deasy JO. Apte AP, et al. Phys Med. 2020 May;73:190-196. doi: 10.1016/j.ejmp.2020.04.011. Epub 2020 May 1. Phys Med. 2020. PMID: 32371142 Free PMC article.
Non-invasive imaging prediction of tumor hypoxia: A novel developed and externally validated CT and FDG-PET-based radiomic signatures.
Sanduleanu S, Jochems A, Upadhaya T, Even AJG, Leijenaar RTH, Dankers FJWM, Klaassen R, Woodruff HC, Hatt M, Kaanders HJAM, Hamming-Vrieze O, van Laarhoven HWM, Subramiam RM, Huang SH, O'Sullivan B, Bratman SV, Dubois LJ, Miclea RL, Di Perri D, Geets X, Crispin-Ortuzar M, Apte A, Deasy JO, Oh JH, Lee NY, Humm JL, Schöder H, De Ruysscher D, Hoebers F, Lambin P. Sanduleanu S, et al. Radiother Oncol. 2020 Dec;153:97-105. doi: 10.1016/j.radonc.2020.10.016. Epub 2020 Nov 1. Radiother Oncol. 2020. PMID: 33137396 Free article.
67 results