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Deep learning-based outcome prediction using PET/CT and automatically predicted probability maps of primary tumor in patients with oropharyngeal cancer.

, , , , , , , and . Comput. Methods Programs Biomed., (2024)

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TransRP: Transformer-based PET/CT feature extraction incorporating clinical data for recurrence-free survival prediction in oropharyngeal cancer., , , , , and . MIDL, volume 227 of Proceedings of Machine Learning Research, page 1640-1654. PMLR, (2023)SynthRAD2023 Grand Challenge dataset: generating synthetic CT for radiotherapy., , , , , , , and . CoRR, (2023)Deep Learning and Radiomics Based PET/CT Image Feature Extraction from Auto Segmented Tumor Volumes for Recurrence-Free Survival Prediction in Oropharyngeal Cancer Patients., , , , , , , , , and 1 other author(s). HECKTOR@MICCAI, volume 13626 of Lecture Notes in Computer Science, page 240-254. Springer, (2022)Deep learning-based outcome prediction using PET/CT and automatically predicted probability maps of primary tumor in patients with oropharyngeal cancer., , , , , , , and . Comput. Methods Programs Biomed., (2024)Computer-assisted targeted therapy (CATT) for prostate radiotherapy planning by fusion of CT and MRI., , , , , , , , , and . Medical Imaging: Image-Guided Procedures, volume 7625 of SPIE Proceedings, page 76252C. SPIE, (2010)Swin UNETR for Tumor and Lymph Node Segmentation Using 3D PET/CT Imaging: A Transfer Learning Approach., , , , , , , , , and 1 other author(s). HECKTOR@MICCAI, volume 13626 of Lecture Notes in Computer Science, page 114-120. Springer, (2022)Linked statistical shape models for multi-modal segmentation: application to prostate CT-MR segmentation in radiotherapy planning., , , , , , , , and . Medical Imaging: Computer-Aided Diagnosis, volume 7963 of SPIE Proceedings, page 796314. SPIE, (2011)Self-supervised Multi-modality Image Feature Extraction for the Progression Free Survival Prediction in Head and Neck Cancer., , , , , , , and . HECKTOR@MICCAI, volume 13209 of Lecture Notes in Computer Science, page 308-317. Springer, (2021)