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Operational Ontology for Oncology (O3): A Professional Society-Based, Multistakeholder, Consensus-Driven Informatics Standard Supporting Clinical and Research Use of Real-World Data From Patients Treated for Cancer.
Mayo CS, Feng MU, Brock KK, Kudner R, Balter P, Buchsbaum JC, Caissie A, Covington E, Daugherty EC, Dekker AL, Fuller CD, Hallstrom AL, Hong DS, Hong JC, Kamran SC, Katsoulakis E, Kildea J, Krauze AV, Kruse JJ, McNutt T, Mierzwa M, Moreno A, Palta JR, Popple R, Purdie TG, Richardson S, Sharp GC, Satomi S, Tarbox LR, Venkatesan AM, Witztum A, Woods KE, Yao Y, Farahani K, Aneja S, Gabriel PE, Hadjiiski L, Ruan D, Siewerdsen JH, Bratt S, Casagni M, Chen S, Christodouleas JC, DiDonato A, Hayman J, Kapoor R, Kravitz S, Sebastian S, Von Siebenthal M, Bosch W, Hurkmans C, Yom SS, Xiao Y. Mayo CS, et al. Among authors: witztum a. Int J Radiat Oncol Biol Phys. 2023 Nov 1;117(3):533-550. doi: 10.1016/j.ijrobp.2023.05.033. Epub 2023 May 26. Int J Radiat Oncol Biol Phys. 2023. PMID: 37244628 Free article.
[No title available]
[No authors listed] [No authors listed] PMID: 37785268
Use of Receiver Operating Curve Analysis and Machine Learning With an Independent Dose Calculation System Reduces the Number of Physical Dose Measurements Required for Patient-Specific Quality Assurance.
Hasse K, Scholey J, Ziemer BP, Natsuaki Y, Morin O, Solberg TD, Hirata E, Valdes G, Witztum A. Hasse K, et al. Among authors: witztum a. Int J Radiat Oncol Biol Phys. 2021 Mar 15;109(4):1086-1095. doi: 10.1016/j.ijrobp.2020.10.035. Epub 2020 Nov 13. Int J Radiat Oncol Biol Phys. 2021. PMID: 33197530 Free PMC article.
Quality Assurance for AI-Based Applications in Radiation Therapy.
Claessens M, Oria CS, Brouwer CL, Ziemer BP, Scholey JE, Lin H, Witztum A, Morin O, Naqa IE, Van Elmpt W, Verellen D. Claessens M, et al. Among authors: witztum a. Semin Radiat Oncol. 2022 Oct;32(4):421-431. doi: 10.1016/j.semradonc.2022.06.011. Semin Radiat Oncol. 2022. PMID: 36202444 Free article. Review.
Tungsten Filled 3-Dimensional Printed Lung Blocks for Total Body Irradiation.
Capaldi DPI, Gibson C, Villa A, Schulz JB, Ziemer BP, Fu J, Dubrowski P, Yu AS, Fogh S, Chew J, Boreta L, Braunstein SE, Witztum A, Hirata E, Morin O, Skinner LB, Nano TF. Capaldi DPI, et al. Among authors: witztum a. Pract Radiat Oncol. 2024 May-Jun;14(3):267-276. doi: 10.1016/j.prro.2023.11.003. Epub 2023 Nov 18. Pract Radiat Oncol. 2024. PMID: 37981253
Integration of AI and Machine Learning in Radiotherapy QA.
Chan MF, Witztum A, Valdes G. Chan MF, et al. Among authors: witztum a. Front Artif Intell. 2020 Sep 29;3:577620. doi: 10.3389/frai.2020.577620. eCollection 2020. Front Artif Intell. 2020. PMID: 33733216 Free PMC article. Review.
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