Abdallah Mohamed

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Assistant Professor

Baylor College of Medicine

United States

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Recent Grants

Grant: Close

Patterns of failure in the era of IMRT for head and neck cancer: Quantitative dose mapping using software image coregistration

Open Date: 2012-11-01

Close Date: 2014-12-01

Articles (10)

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2023

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2022

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2022

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2022

Collaborators (8)

M. Soheil Hemmati

Assistant Professor

University of Oklahoma

UNITED STATES

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Neil Gross

Professor

The University of Texas MD Anderson Cancer Center

UNITED STATES

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Lisanne van Dijk

Associate professor & Technical physician

University Medical Center Groningen

NETHERLANDS

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Katherine Hutcheson

Associate Professor

The University of Texas MD Anderson Cancer Center

UNITED STATES

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Jack Phan

Physician/Associate Professor

MD Anderson Cancer Center

UNITED STATES

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Nipu Md Nafiul Alam

The University of Illinois at Chicago

UNITED STATES

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Carlos Cardenas

Assistant Professor

The University of Alabama

UNITED STATES

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Vivian Salama

Research Assistant Professor

West Virginia University

UNITED STATES

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Abdallah Mohamed

Research Interests

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Recent Grants

Articles (10)

Head and neck cancer predictive risk estimator to determine control and therapeutic outcomes of radiotherapy (HNC-PREDICTOR): development, international multi-institutional validation, and web implementation of clinic-ready model-based risk stratification for head and neck cancer

Comparison of Machine-Learning and Deep-Learning Methods for the Prediction of Osteoradionecrosis Resulting From Head and Neck Cancer Radiation Therapy

Dysphagia and shortness-of-breath as markers for treatment failure and survival in oropharyngeal cancer after radiation

Optimized decision support for selection of transoral robotic surgery or (chemo)radiation therapy based on posttreatment swallowing toxicity

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

Large scale crowdsourced radiotherapy segmentations across a variety of cancer anatomic sites

Large scale crowdsourced radiotherapy segmentations across a variety of cancer anatomic sites

Changes in Apparent Diffusion Coefficient (ADC) in Serial Weekly MRI during Radiotherapy in Patients with Head and Neck Cancer: Results from the PREDICT-HN Study

Optimal Treatment Selection in Sequential Systemic and Locoregional Therapy of Oropharyngeal Squamous Carcinomas: Deep Q-Learning With a Patient-Physician Digital Twin Dyad

Three-Dimensional Evaluation of Isodose Radiation Volumes in Cases of Severe Mandibular Osteoradionecrosis for the Prediction of Recurrence after Segmental Resection

Collaborators (8)

M. Soheil Hemmati

Neil Gross

Lisanne van Dijk

Katherine Hutcheson

Jack Phan

Nipu Md Nafiul Alam

Carlos Cardenas

Vivian Salama

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