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Deep learning auto-segmentation of cervical skeletal muscle for sarcopenia analysis in patients with head and neck cancer.
Naser MA, Wahid KA, Grossberg AJ, Olson B, Jain R, El-Habashy D, Dede C, Salama V, Abobakr M, Mohamed ASR, He R, Jaskari J, Sahlsten J, Kaski K, Fuller CD. Naser MA, et al. Among authors: sahlsten j. Front Oncol. 2022 Jul 28;12:930432. doi: 10.3389/fonc.2022.930432. eCollection 2022. Front Oncol. 2022. PMID: 35965493 Free PMC article.
Application of simultaneous uncertainty quantification for image segmentation with probabilistic deep learning: Performance benchmarking of oropharyngeal cancer target delineation as a use-case.
Sahlsten J, Jaskari J, Wahid KA, Ahmed S, Glerean E, He R, Kann BH, Mäkitie A, Fuller CD, Naser MA, Kaski K. Sahlsten J, et al. medRxiv [Preprint]. 2023 Feb 24:2023.02.20.23286188. doi: 10.1101/2023.02.20.23286188. medRxiv. 2023. PMID: 36865296 Free PMC article. Preprint.
Segmentation stability of human head and neck cancer medical images for radiotherapy applications under de-identification conditions: Benchmarking data sharing and artificial intelligence use-cases.
Sahlsten J, Wahid KA, Glerean E, Jaskari J, Naser MA, He R, Kann BH, Mäkitie A, Fuller CD, Kaski K. Sahlsten J, et al. Front Oncol. 2023 Feb 28;13:1120392. doi: 10.3389/fonc.2023.1120392. eCollection 2023. Front Oncol. 2023. PMID: 36925936 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: sahlsten j. 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.
20 results