Search Results - Kalinauskaite, Goda
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Multitask learning with convolutional neural networks and vision transformers can improve outcome prediction for head and neck cancer patients by Starke, Sebastian (Author) , Zwanenburg, Alex (Author) , Leger, Karoline (Author) , Lohaus, Fabian (Author) , Linge, Annett (Author) , Kalinauskaite, Goda (Author) , Tinhofer, Inge (Author) , Guberina, Nika (Author) , Guberina, Maja (Author) , Balermpas, Panagiotis (Author) , Grün, Jens von der (Author) , Ganswindt, Ute (Author) , Belka, Claus (Author) , Peeken, Jan C. (Author) , Combs, Stephanie E. (Author) , Boeke, Simon (Author) , Zips, Daniel (Author) , Richter, Christian (Author) , Troost, Esther G. C. (Author) , Krause, Mechthild (Author) , Baumann, Michael (Author) , Löck, Steffen (Author) ,
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Biomarker signatures for primary radiochemotherapy of locally advanced HNSCC: hypothesis generation on a multicentre cohort of the DKTK-ROG by Löck, Steffen (Author) , Linge, Annett (Author) , Lohaus, Fabian (Author) , Ebert, Nadja (Author) , Gudziol, Volker (Author) , Nowak, Alexander (Author) , Tinhofer, Ingeborg (Author) , Kalinauskaite, Goda (Author) , Guberina, Maja (Author) , Stuschke, Martin (Author) , Balermpas, Panagiotis (Author) , von der Grün, Jens (Author) , Grosu, Anca-Ligia (Author) , Debus, Jürgen (Author) , Ganswindt, Ute (Author) , Belka, Claus (Author) , Peeken, Jan C. (Author) , Combs, Stephanie E. (Author) , De-Colle, Chiara (Author) , Zips, Daniel (Author) , Baretton, Gustavo B. (Author) , Krause, Mechthild (Author) , Baumann, Michael (Author) ,
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Integrated radiogenomics analyses allow for subtype classification and improved outcome prognosis of patients with locally advanced HNSCC by Rabasco Meneghetti, Asier (Author) , Zwanenburg, Alex (Author) , Linge, Annett (Author) , Lohaus, Fabian (Author) , Grosser, Marianne (Author) , Baretton, Gustavo B. (Author) , Kalinauskaite, Goda (Author) , Tinhofer, Ingeborg (Author) , Guberina, Maja (Author) , Stuschke, Martin (Author) , Balermpas, Panagiotis (Author) , von der Grün, Jens (Author) , Ganswindt, Ute (Author) , Belka, Claus (Author) , Peeken, Jan C. (Author) , Combs, Stephanie (Author) , Böke, Simon (Author) , Zips, Daniel (Author) , Troost, Esther Gera Cornelia (Author) , Krause, Mechthild (Author) , Baumann, Michael (Author) , Löck, Steffen (Author) ,
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4
2D and 3D convolutional neural networks for outcome modelling of locally advanced head and neck squamous cell carcinoma by Starke, Sebastian (Author) , Leger, Stefan (Author) , Zwanenburg, Alex (Author) , Leger, Karoline (Author) , Lohaus, Fabian (Author) , Linge, Annett (Author) , Schreiber, Andreas (Author) , Kalinauskaite, Goda (Author) , Tinhofer, Inge (Author) , Guberina, Nika (Author) , Guberina, Maja (Author) , Balermpas, Panagiotis (Author) , von der Grün, Jens (Author) , Ganswindt, Ute (Author) , Belka, Claus (Author) , Peeken, Jan C. (Author) , Combs, Stephanie E. (Author) , Boeke, Simon (Author) , Zips, Daniel (Author) , Richter, Christian (Author) , Troost, Esther G. C. (Author) , Krause, Mechthild (Author) , Baumann, Michael (Author) , Löck, Steffen (Author) ,
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Related Subjects
Biomarkers
Cancer imaging
Cox proportional hazards
HNSCC
Head and neck cancer
Predictive markers
Primary radiochemotherapy
Prognostic markers
Signature
Validation
convolutional neural network
discrete-time survival models
head and neck cancer
loco-regional control
multitask learning
progression-free survival
survival analysis
tumor segmentation
vision transformer