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Deep learning for automatic head and neck lymph node level delineation provides expert-level accuracy.
Weissmann T, Huang Y, Fischer S, Roesch J, Mansoorian S, Ayala Gaona H, Gostian AO, Hecht M, Lettmaier S, Deloch L, Frey B, Gaipl US, Distel LV, Maier A, Iro H, Semrau S, Bert C, Fietkau R, Putz F. Weissmann T, et al. Among authors: distel lv. Front Oncol. 2023 Feb 16;13:1115258. doi: 10.3389/fonc.2023.1115258. eCollection 2023. Front Oncol. 2023. PMID: 36874135 Free PMC article.
The Distribution of Pelvic Nodal Metastases in Prostate Cancer Reveals Potential to Advance and Personalize Pelvic Radiotherapy.
Filimonova I, Schmidt D, Mansoorian S, Weissmann T, Siavooshhaghighi H, Cavallaro A, Kuwert T, Bert C, Frey B, Distel LV, Lettmaier S, Fietkau R, Putz F. Filimonova I, et al. Among authors: distel lv. Front Oncol. 2021 Jan 8;10:590722. doi: 10.3389/fonc.2020.590722. eCollection 2020. Front Oncol. 2021. PMID: 33489887 Free PMC article.
Deep Learning and Registration-Based Mapping for Analyzing the Distribution of Nodal Metastases in Head and Neck Cancer Cohorts: Informing Optimal Radiotherapy Target Volume Design.
Weissmann T, Mansoorian S, May MS, Lettmaier S, Höfler D, Deloch L, Speer S, Balk M, Frey B, Gaipl US, Bert C, Distel LV, Walter F, Belka C, Semrau S, Iro H, Fietkau R, Huang Y, Putz F. Weissmann T, et al. Among authors: distel lv. Cancers (Basel). 2023 Sep 18;15(18):4620. doi: 10.3390/cancers15184620. Cancers (Basel). 2023. PMID: 37760588 Free PMC article.