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Cem Dede
Cem Dede
Graduate Research Assistant, MD Anderson Cancer Center UTHealth Graduate School of Biomedical
Dirección de correo verificada de uth.tmc.edu - Página principal
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Evaluation of deep learning-based multiparametric MRI oropharyngeal primary tumor auto-segmentation and investigation of input channel effects: Results from a prospective …
KA Wahid, S Ahmed, R He, LV van Dijk, J Teuwen, BA McDonald, ...
Clinical and translational radiation oncology 32, 6-14, 2022
392022
Progression free survival prediction for head and neck cancer using deep learning based on clinical and PET/CT imaging data
MA Naser, KA Wahid, ASR Mohamed, MA Abdelaal, R He, C Dede, ...
3D Head and Neck Tumor Segmentation in PET/CT Challenge, 287-299, 2021
232021
Head and neck cancer primary tumor auto segmentation using model ensembling of deep learning in PET/CT images
MA Naser, KA Wahid, LV van Dijk, R He, MA Abdelaal, C Dede, ...
3D Head and Neck Tumor Segmentation in PET/CT Challenge, 121-133, 2021
232021
RNA2DNAlign: nucleotide resolution allele asymmetries through quantitative assessment of RNA and DNA paired sequencing data
M Movassagh, N Alomran, P Mudvari, M Dede, C Dede, K Kowsari, ...
Nucleic acids research 44 (22), e161-e161, 2016
162016
Combining tumor segmentation masks with PET/CT images and clinical data in a deep learning framework for improved prognostic prediction in head and neck squamous cell carcinoma
KA Wahid, R He, C Dede, ASR Mohamed, MA Abdelaal, LV van Dijk, ...
3D Head and Neck Tumor Segmentation in PET/CT Challenge, 300-307, 2021
122021
Deep learning auto-segmentation of cervical skeletal muscle for sarcopenia analysis in patients with head and neck cancer
MA Naser, KA Wahid, AJ Grossberg, B Olson, R Jain, D El-Habashy, ...
Frontiers in Oncology 12, 930432, 2022
92022
Deep learning auto-segmentation of cervical neck skeletal muscle for sarcopenia analysis using pre-therapy CT in patients with head and neck cancer
MA Naser, KA Wahid, AJ Grossberg, B Olson, R Jain, D El-Habashy, ...
medRxiv, 2021.12. 19.21268063, 2021
82021
Muscle and adipose tissue segmentations at the third cervical vertebral level in patients with head and neck cancer
KA Wahid, B Olson, R Jain, AJ Grossberg, D El-Habashy, C Dede, ...
Scientific Data 9 (1), 470, 2022
52022
Development of a High-Performance Multiparametric MRI Oropharyngeal Primary Tumor Auto-Segmentation Deep Learning Model and Investigation of Input Channel Effects: Results from …
KA Wahid, S Ahmed, R He, LV van Dijk, J Teuwen, BA McDonald, ...
MedRxiv, 2021.07. 27.21261114, 2021
52021
Quality assurance assessment of intra‐acquisition diffusion‐weighted and T2‐weighted magnetic resonance imaging registration and contour propagation for head and neck cancer …
MA Naser, KA Wahid, S Ahmed, V Salama, C Dede, BW Edwards, R Lin, ...
Medical physics 50 (4), 2089-2099, 2023
22023
Dysphagia and shortness-of-breath as markers for treatment failure and survival in oropharyngeal cancer after radiation
JH Wang, V Salama, L McCoy, C Dede, T Ajayi, A Moreno, ...
Radiotherapy and Oncology 180, 109465, 2023
12023
Muscle and Adipose Tissue Segmentations at the C3 Vertebral Level for Sarcopenia-Related Clinical Decision-Making in Patients with Head and Neck Cancer
KA Wahid, B Olson, R Jain, AJ Grossberg, D El-Habashy, C Dede, ...
medRxiv, 2022.01. 23.22269674, 2022
12022
Markov models for clinical decision‐making in radiation oncology: A systematic review
LB McCullum, A Karagoz, C Dede, R Garcia, F Nosrat, M Hemmati, ...
Journal of Medical Imaging and Radiation Oncology, 2024
2024
Cluster-Based Toxicity Estimation of Osteoradionecrosis via Unsupervised Machine Learning: Moving Beyond Single Dose-Parameter Normal Tissue Complication Probability by Using …
S Hosseinian, M Hemmati, C Dede, TC Salzillo, LV van Dijk, ...
International Journal of Radiation Oncology* Biology* Physics, 2024
2024
Personalized Rescheduling of Adaptive Organ-at-Risk-Sparing Radiation Therapy for Head and Neck Cancer under Re-planning Resource Constraints: A Novel Application of Markov …
F Nosrat, C Dede, LB McCullum, R Garcia, ASR Mohamed, JG Scott, ...
medRxiv, 2024.04. 01.24305163, 2024
2024
Deep Learning Based Prognostic Prediction in Oropharyngeal Cancer Patients Using Multiparametric MRI Inputs
KA Wahid, J Khriguian, C Dede, Y Khamis, D El-Habashy, N Restrepo, ...
International Journal of Radiation Oncology, Biology, Physics 117 (2), e631, 2023
2023
Dynamic Contrast Enhanced MRI as a Biomarker of Tumor Response and Oncologic Outcomes in Head and Neck Cancer: Results of a Single Institution Prospective Imaging Study
Y Khamis, AS Mohamed, M Abobakr, R He, KA Wahid, SM Ahmed, ...
International Journal of Radiation Oncology, Biology, Physics 117 (2), e677-e678, 2023
2023
Assessment of Dynamic Contrast Enhanced (DCE) MRI for Detection of Radiotherapy Induced Alteration in Mandibular Vasculature
M Abobakr, R He, KA Wahid, T Salzillo, SM Ahmed, D El-Habashy, ...
International Journal of Radiation Oncology, Biology, Physics 117 (2), S31-S32, 2023
2023
Temporal characterization of acute pain and toxicity kinetics during radiation therapy for head and neck cancer. A retrospective study
V Salama, S Youssef, T Xu, KA Wahid, J Chen, J Rigert, A Lee, ...
Oral Oncology Reports 7, 100092, 2023
2023
Dysphagia and shortness-of-breath as markers for treatment failure and survival in oropharyngeal cancer after radiation
MDA Head, JH Wang, V Salama, L McCoy, C Dede, T Ajayi, A Moreno, ...
Radiotherapy and Oncology 180, 109465, 2023
2023
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