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Towards consistency in pediatric brain tumor measurements: Challenges, solutions, and the role of artificial intelligence-based segmentation.
Familiar AM, Fathi Kazerooni A, Vossough A, Ware JB, Bagheri S, Khalili N, Anderson H, Haldar D, Storm PB, Resnick AC, Kann BH, Aboian M, Kline C, Weller M, Huang RY, Chang SM, Fangusaro JR, Hoffman LM, Mueller S, Prados M, Nabavizadeh A. Familiar AM, et al. Among authors: kann bh. Neuro Oncol. 2024 Sep 5;26(9):1557-1571. doi: 10.1093/neuonc/noae093. Neuro Oncol. 2024. PMID: 38769022 Review.
International Multi-Specialty Expert Physician Preoperative Identification of Extranodal Extension n Oropharyngeal Cancer Patients using Computed Tomography: Prospective Blinded Human Inter-Observer Performance Evaluation.
Multidisciplinary Oropharyngeal Cancer Extra-Nodal Extension (OPC ENE) Assessment Working Group; Sahin O, Kamel S, Wahid KA, Dede C, Taku N, He R, Naser MA, Sharafi S, Mäkitie A, Kann BH, Kaski K, Sahlsten J, Jaskari J, Amit M, Chronowski GM, Diaz EM Jr, Garden AS, Goepfert RP, Guenette JP, Gunn GB, Hirvonen J, Hoebers F, Hutcheson KA, Guha-Thakurta N, Johnson J, Kaya D, Khanpara SD, Nyman K, Lai SY, Lango M, Learned KO, Lee A, Lewis CM, Maniakas A, Moreno AC, Myers JN, Phan J, Pytynia KB, Rosenthal DI, Sandulache VC, Schellingerhout D, Shah SJ, Sikora AG, Mohamed ASR, Chen MM, Fuller CD. Multidisciplinary Oropharyngeal Cancer Extra-Nodal Extension (OPC ENE) Assessment Working Group, et al. Among authors: kann bh. medRxiv [Preprint]. 2024 Jun 8:2023.02.25.23286432. doi: 10.1101/2023.02.25.23286432. medRxiv. 2024. PMID: 36865096 Free PMC article. Preprint.
The Clinician's Guide to the Machine Learning Galaxy.
Shen L, Kann BH, Taylor RA, Shung DL. Shen L, et al. Among authors: kann bh. Front Physiol. 2021 Apr 6;12:658583. doi: 10.3389/fphys.2021.658583. eCollection 2021. Front Physiol. 2021. PMID: 33889088 Free PMC article. No abstract available.
Deep Learning-based Detection of Intravenous Contrast Enhancement on CT Scans.
Ye Z, Qian JM, Hosny A, Zeleznik R, Plana D, Likitlersuang J, Zhang Z, Mak RH, Aerts HJWL, Kann BH. Ye Z, et al. Among authors: kann bh. Radiol Artif Intell. 2022 May 4;4(3):e210285. doi: 10.1148/ryai.210285. eCollection 2022 May. Radiol Artif Intell. 2022. PMID: 35652117 Free PMC article.
Clinical validation of deep learning algorithms for radiotherapy targeting of non-small-cell lung cancer: an observational study.
Hosny A, Bitterman DS, Guthier CV, Qian JM, Roberts H, Perni S, Saraf A, Peng LC, Pashtan I, Ye Z, Kann BH, Kozono DE, Christiani D, Catalano PJ, Aerts HJWL, Mak RH. Hosny A, et al. Among authors: kann bh. Lancet Digit Health. 2022 Sep;4(9):e657-e666. doi: 10.1016/S2589-7500(22)00129-7. Lancet Digit Health. 2022. PMID: 36028289 Free PMC article.
Fully-automated sarcopenia assessment in head and neck cancer: development and external validation of a deep learning pipeline.
Ye Z, Saraf A, Ravipati Y, Hoebers F, Zha Y, Zapaishchykova A, Likitlersuang J, Tishler RB, Schoenfeld JD, Margalit DN, Haddad RI, Mak RH, Naser M, Wahid KA, Sahlsten J, Jaskari J, Kaski K, Mäkitie AA, Fuller CD, Aerts HJWL, Kann BH. Ye Z, et al. Among authors: kann bh. medRxiv [Preprint]. 2023 Mar 6:2023.03.01.23286638. doi: 10.1101/2023.03.01.23286638. medRxiv. 2023. Update in: JAMA Netw Open. 2023 Aug 1;6(8):e2328280. doi: 10.1001/jamanetworkopen.2023.28280 PMID: 36945519 Free PMC article. Updated. Preprint.
Multi-institutional Prognostic Modeling in Head and Neck Cancer: Evaluating Impact and Generalizability of Deep Learning and Radiomics.
Kazmierski M, Welch M, Kim S, McIntosh C, Rey-McIntyre K, Huang SH, Patel T, Tadic T, Milosevic M, Liu FF, Ryczkowski A, Kazmierska J, Ye Z, Plana D, Aerts HJWL, Kann BH, Bratman SV, Hope AJ, Haibe-Kains B. Kazmierski M, et al. Among authors: kann bh. Cancer Res Commun. 2023 Jun 29;3(6):1140-1151. doi: 10.1158/2767-9764.CRC-22-0152. eCollection 2023 Jun. Cancer Res Commun. 2023. PMID: 37397861 Free PMC article.
Development and Validation of an Automated Image-Based Deep Learning Platform for Sarcopenia Assessment in Head and Neck Cancer.
Ye Z, Saraf A, Ravipati Y, Hoebers F, Catalano PJ, Zha Y, Zapaishchykova A, Likitlersuang J, Guthier C, Tishler RB, Schoenfeld JD, Margalit DN, Haddad RI, Mak RH, Naser M, Wahid KA, Sahlsten J, Jaskari J, Kaski K, Mäkitie AA, Fuller CD, Aerts HJWL, Kann BH. Ye Z, et al. Among authors: kann bh. JAMA Netw Open. 2023 Aug 1;6(8):e2328280. doi: 10.1001/jamanetworkopen.2023.28280. JAMA Netw Open. 2023. PMID: 37561460 Free PMC article.
89 results