Cem Dede

Evaluation of deep learning-based multiparametric MRI oropharyngeal primary tumor auto-segmentation and investigation of input channel effects: Results from a prospective imaging registry

Kareem A. Wahid, Sara Ahmed, Renjie He et al. · Clinical and Translational Radiation Oncology · 2021 · 57 citations · Full text

Medicine, Radiation Oncology, Radiology +17

Head and Neck Cancer Primary Tumor Auto Segmentation Using Model Ensembling of Deep Learning in PET/CT Images

Mohamed A. Naser, Kareem A. Wahid, Lisanne V. van Dijk et al. · Lecture notes in computer science · 2022 · 26 citations · Full text

Medicine, Oncology, Radiology +14

Deep learning auto-segmentation of cervical skeletal muscle for sarcopenia analysis in patients with head and neck cancer

Mohamed A. Naser, Kareem A. Wahid, Aaron J. Grossberg et al. · Frontiers in Oncology · 2022 · 21 citations · Full text

Medicine, Oncology, Radiology +17

Progression Free Survival Prediction for Head and Neck Cancer Using Deep Learning Based on Clinical and PET/CT Imaging Data

Mohamed A. Naser, Kareem A. Wahid, Abdallah Mohamed et al. · Lecture notes in computer science · 2022 · 19 citations · Full text

Medicine, Oncology, Radiology +16

Cluster-Based Toxicity Estimation of Osteoradionecrosis Via Unsupervised Machine Learning: Moving Beyond Single Dose-Parameter Normal Tissue Complication Probability by Using Whole Dose-Volume Histograms for Cohort Risk Stratification

Seyedmohammadhossein Hosseinian, Mehdi Hemmati, Cem Dede et al. · International Journal of Radiation Oncology*Biology*Physics · 2024 · 16 citations · Full text

Medicine, Biostatistics, Oncology +17