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Multitask Learning with Convolutional Neural Networks and Vision Transformers Can Improve Outcome Prediction for Head and Neck Cancer Patients.
Starke S, Zwanenburg A, Leger K, Lohaus F, Linge A, Kalinauskaite G, Tinhofer I, Guberina N, Guberina M, Balermpas P, Grün JV, Ganswindt U, Belka C, Peeken JC, Combs SE, Boeke S, Zips D, Richter C, Troost EGC, Krause M, Baumann M, Löck S. Starke S, et al. Among authors: grun jv. Cancers (Basel). 2023 Oct 9;15(19):4897. doi: 10.3390/cancers15194897. Cancers (Basel). 2023. PMID: 37835591 Free PMC article.
A Novel 2-Metagene Signature to Identify High-Risk HNSCC Patients amongst Those Who Are Clinically at Intermediate Risk and Are Treated with PORT.
Patil S, Linge A, Hiepe H, Grosser M, Lohaus F, Gudziol V, Kemper M, Nowak A, Haim D, Tinhofer I, Budach V, Guberina M, Stuschke M, Balermpas P, Grün JV, Schäfer H, Grosu AL, Abdollahi A, Debus J, Ganswindt U, Belka C, Pigorsch S, Combs SE, Boeke S, Zips D, Jöhrens K, Baretton GB, Baumann M, Krause M, Löck S, On Behalf Of The Dktk-Rog. Patil S, et al. Among authors: grun jv. Cancers (Basel). 2022 Jun 20;14(12):3031. doi: 10.3390/cancers14123031. Cancers (Basel). 2022. PMID: 35740697 Free PMC article.