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Page 1
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: lohaus f. Cancers (Basel). 2023 Oct 9;15(19):4897. doi: 10.3390/cancers15194897. Cancers (Basel). 2023. PMID: 37835591 Free PMC article.
2D and 3D convolutional neural networks for outcome modelling of locally advanced head and neck squamous cell carcinoma.
Starke S, Leger S, Zwanenburg A, Leger K, Lohaus F, Linge A, Schreiber A, Kalinauskaite G, Tinhofer I, Guberina N, Guberina M, Balermpas P, von der Grün J, 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: lohaus f. Sci Rep. 2020 Sep 24;10(1):15625. doi: 10.1038/s41598-020-70542-9. Sci Rep. 2020. PMID: 32973220 Free PMC article.
Comprehensive Analysis of Tumour Sub-Volumes for Radiomic Risk Modelling in Locally Advanced HNSCC.
Leger S, Zwanenburg A, Leger K, Lohaus F, Linge A, Schreiber A, Kalinauskaite G, Tinhofer I, Guberina N, Guberina M, Balermpas P, von der Grün J, Ganswindt U, Belka C, Peeken JC, Combs SE, Boeke S, Zips D, Richter C, Krause M, Baumann M, Troost EGC, Löck S. Leger S, et al. Among authors: lohaus f. Cancers (Basel). 2020 Oct 19;12(10):3047. doi: 10.3390/cancers12103047. Cancers (Basel). 2020. PMID: 33086761 Free PMC article.
Local Control after Locally Ablative, Image-Guided Radiotherapy of Oligometastases Identified by Gallium-68-PSMA-Positron Emission Tomography in Castration-Sensitive Prostate Cancer Patients (OLI-P).
Hölscher T, Baumann M, Kotzerke J, Zöphel K, Paulsen F, Müller AC, Zips D, Thomas C, Wirth M, Troost EGC, Krause M, Löck S, Lohaus F. Hölscher T, et al. Among authors: lohaus f. Cancers (Basel). 2022 Apr 21;14(9):2073. doi: 10.3390/cancers14092073. Cancers (Basel). 2022. PMID: 35565207 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: lohaus f. Cancers (Basel). 2022 Jun 20;14(12):3031. doi: 10.3390/cancers14123031. Cancers (Basel). 2022. PMID: 35740697 Free PMC article.
HPV16 DNA status is a strong prognosticator of loco-regional control after postoperative radiochemotherapy of locally advanced oropharyngeal carcinoma: results from a multicentre explorative study of the German Cancer Consortium Radiation Oncology Group (DKTK-ROG).
Lohaus F, Linge A, Tinhofer I, Budach V, Gkika E, Stuschke M, Balermpas P, Rödel C, Avlar M, Grosu AL, Abdollahi A, Debus J, Bayer C, Belka C, Pigorsch S, Combs SE, Mönnich D, Zips D, von Neubeck C, Baretton GB, Löck S, Thames HD, Krause M, Baumann M; DKTK-ROG. Lohaus F, et al. Radiother Oncol. 2014 Dec;113(3):317-23. doi: 10.1016/j.radonc.2014.11.011. Epub 2014 Dec 2. Radiother Oncol. 2014. PMID: 25480095 Free article.
CD8+ tumour-infiltrating lymphocytes in relation to HPV status and clinical outcome in patients with head and neck cancer after postoperative chemoradiotherapy: A multicentre study of the German cancer consortium radiation oncology group (DKTK-ROG).
Balermpas P, Rödel F, Rödel C, Krause M, Linge A, Lohaus F, Baumann M, Tinhofer I, Budach V, Gkika E, Stuschke M, Avlar M, Grosu AL, Abdollahi A, Debus J, Bayer C, Stangl S, Belka C, Pigorsch S, Multhoff G, Combs SE, Mönnich D, Zips D, Fokas E. Balermpas P, et al. Among authors: lohaus f. Int J Cancer. 2016 Jan 1;138(1):171-81. doi: 10.1002/ijc.29683. Epub 2015 Jul 30. Int J Cancer. 2016. PMID: 26178914 Free article.
HPV status, cancer stem cell marker expression, hypoxia gene signatures and tumour volume identify good prognosis subgroups in patients with HNSCC after primary radiochemotherapy: A multicentre retrospective study of the German Cancer Consortium Radiation Oncology Group (DKTK-ROG).
Linge A, Lohaus F, Löck S, Nowak A, Gudziol V, Valentini C, von Neubeck C, Jütz M, Tinhofer I, Budach V, Sak A, Stuschke M, Balermpas P, Rödel C, Grosu AL, Abdollahi A, Debus J, Ganswindt U, Belka C, Pigorsch S, Combs SE, Mönnich D, Zips D, Buchholz F, Aust DE, Baretton GB, Thames HD, Dubrovska A, Alsner J, Overgaard J, Krause M, Baumann M; DKTK-ROG. Linge A, et al. Among authors: lohaus f. Radiother Oncol. 2016 Dec;121(3):364-373. doi: 10.1016/j.radonc.2016.11.008. Epub 2016 Nov 29. Radiother Oncol. 2016. PMID: 27913065
The PD-1/PD-L1 axis and human papilloma virus in patients with head and neck cancer after adjuvant chemoradiotherapy: A multicentre study of the German Cancer Consortium Radiation Oncology Group (DKTK-ROG).
Balermpas P, Rödel F, Krause M, Linge A, Lohaus F, Baumann M, Tinhofer I, Budach V, Sak A, Stuschke M, Gkika E, Grosu AL, Abdollahi A, Debus J, Stangl S, Ganswindt U, Belka C, Pigorsch S, Multhoff G, Combs SE, Welz S, Zips D, Lim SY, Rödel C, Fokas E; DKTK-ROG. Balermpas P, et al. Among authors: lohaus f. Int J Cancer. 2017 Aug 1;141(3):594-603. doi: 10.1002/ijc.30770. Epub 2017 May 19. Int J Cancer. 2017. PMID: 28480996 Free article.
A comparative study of machine learning methods for time-to-event survival data for radiomics risk modelling.
Leger S, Zwanenburg A, Pilz K, Lohaus F, Linge A, Zöphel K, Kotzerke J, Schreiber A, Tinhofer I, Budach V, Sak A, Stuschke M, Balermpas P, Rödel C, Ganswindt U, Belka C, Pigorsch S, Combs SE, Mönnich D, Zips D, Krause M, Baumann M, Troost EGC, Löck S, Richter C. Leger S, et al. Among authors: lohaus f. Sci Rep. 2017 Oct 16;7(1):13206. doi: 10.1038/s41598-017-13448-3. Sci Rep. 2017. PMID: 29038455 Free PMC article.
67 results