Author details

Full Name

Hesham Elhalawani

Affiliation

ORCID

Career Start Year

2014

Papers

H Index

Expertise

CM4AI Collaborator

PMID	Paper Title	Journal Title	Published Year
37195050	Overview of the HECKTOR Challenge at MICCAI 2022: Automatic Head and Neck Tumor Segmentation and Outcome Prediction in PET/CT.	Head Neck Tumor Chall (2022)	2023
36367837	Incidence proportion and prognosis of leptomeningeal disease among patients with breast vs. non-breast primaries.	Neuro Oncol	2023
37742374	Automatic Head and Neck Tumor segmentation and outcome prediction relying on FDG-PET/CT images: Findings from the second edition of the HECKTOR challenge.	Med Image Anal	2023
37703864	Radiotherapy for Primary Pediatric Central Nervous System Malignancies: Current Treatment Paradigms and Future Directions.		2023
37609311	Noninvasive molecular subtyping of pediatric low-grade glioma with self-supervised transfer learning.	medRxiv	2023
37390759	Spatially-aware clustering improves AJCC-8 risk stratification performance in oropharyngeal carcinomas.	Oral Oncol	2023
37260393	A genomic score to predict local control among patients with brain metastases managed with radiation.	Neuro Oncol	2023
35016077	Head and neck tumor segmentation in PET/CT: The HECKTOR challenge.	Med Image Anal	2022
35775111	Neutrophil-to-lymphocyte ratio trend: A novel prognostic predictor in patients with nasopharyngeal carcinoma receiving radiotherapy.	Int J Biol Markers	2022
36721409	Artificial Intelligence and Radiology Education.	Radiol Artif Intell	2022
34138989	Are Artificial Intelligence Challenges Becoming Radiology's New "Bee's Knees"?	Radiology: Artificial Intelligence	2021
33898983	Computed Tomography Radiomics Kinetics as Early Imaging Correlates of Osteoradionecrosis in Oropharyngeal Cancer Patients.	Front Artif Intell	2021
33898053	Real-world evaluation of the impact of radiotherapy and chemotherapy in elderly patients with glioblastoma based on age and performance status.	Neuro-Oncology Practice	2021
34195391	<sup>18</sup>FDG positron emission tomography mining for metabolic imaging biomarkers of radiation-induced xerostomia in patients with oropharyngeal cancer.	Clin Transl Radiat Oncol	2021
31431381	Differences between planned and delivered dose for head and neck cancer, and their consequences for normal tissue complication probability and treatment adaptation.	Radiother Oncol	2020
32320955	Biomechanical modeling of radiation dose-induced volumetric changes of the parotid glands for deformable image registration.	Phys Med Biol	2020
31739950	Imaging for Response Assessment in Radiation Oncology: Current and Emerging Techniques.	Hematol Oncol Clin North Am	2020
32188907	Optimal Timing of Radiotherapy Following Gross Total or Subtotal Resection of Glioblastoma: A Real-World Assessment using the National Cancer Database.	Scientific Reports	2020
32123193	Clustering of Largely Right-Censored Oropharyngeal Head and Neck Cancer Patients for Discriminative Groupings to Improve Outcome Prediction.	Sci Rep	2020
32121471	Detection of Glioblastoma Subclinical Recurrence Using Serial Diffusion Tensor Imaging.	Cancers (Basel)	2020
31937831	CD8 infiltration is associated with disease control and tobacco exposure in intermediate-risk oropharyngeal cancer.	Sci Rep	2020
31931292	Lymphopenia during radiotherapy in patients with oropharyngeal cancer.	Radiother Oncol	2020
32161279	Privacy-preserving distributed learning of radiomics to predict overall survival and HPV status in head and neck cancer.	Sci Rep	2020
32036673	Real-world applications of deep convolutional neural networks in diagnostic cancer imaging.	Chin Clin Oncol	2020
33458306	Comparison of tumor delineation using dual energy computed tomography versus magnetic resonance imaging in head and neck cancer re-irradiation cases.	Phys Imaging Radiat Oncol	2020
33928254	How Might AI and Chest Imaging Help Unravel COVID-19's Mysteries?	Radiol Artif Intell	2020
32753776	Simultaneously spatial and temporal Higher-Order Total Variations for noise suppression and motion reduction in DCE and IVIM.	Proc SPIE Int Soc Opt Eng	2020
35117836	A predictive model of radiation-related fibrosis based on the radiomic features of magnetic resonance imaging and computed tomography.	Transl Cancer Res	2020
34417010	A spatial neighborhood methodology for computing and analyzing lymph node carcinoma similarity in precision medicine.	J Biomed Inform	2020
31442988	Cohort-based T-SSIM Visual Computing for Radiation Therapy Prediction and Exploration.	IEEE Trans Vis Comput Graph	2020
31536526	Radiomics features of the primary tumor fail to improve prediction of overall survival in large cohorts of CT- and PET-imaged head and neck cancer patients.	PLoS One	2019
31886423	Stability analysis of CT radiomic features with respect to segmentation variation in oropharyngeal cancer.	Clin Transl Radiat Oncol	2019
30165127	Patterns of Local-Regional Failure After Intensity Modulated Radiation Therapy or Passive Scattering Proton Therapy With Concurrent Chemotherapy for Non-Small Cell Lung Cancer.	Int J Radiat Oncol Biol Phys	2019
30620385	Radiographic retropharyngeal lymph node involvement in HPV-associated oropharyngeal carcinoma: Patterns of involvement and impact on patient outcomes.	Cancer	2019
31505046	Automatic detection of contouring errors using convolutional neural networks.	Med Phys	2019
31269475	Biomechanical modeling of neck flexion for deformable alignment of the salivary glands in head and neck cancer images.	Phys Med Biol	2019
30730765	Imaging-Genomic Study of Head and Neck Squamous Cell Carcinoma: Associations Between Radiomic Phenotypes and Genomic Mechanisms via Integration of The Cancer Genome Atlas and The Cancer Imaging Archive.	JCO Clin Cancer Inform	2019
30998812	The Potential and Pitfalls of Crowdsourced Algorithm Development in Radiation Oncology.	JAMA Oncol	2019
30718585	A PET Radiomics Model to Predict Refractory Mediastinal Hodgkin Lymphoma.	Sci Rep	2019
31341987	Prospective quantitative quality assurance and deformation estimation of MRI-CT image registration in simulation of head and neck radiotherapy patients.	Clin Transl Radiat Oncol	2019
30775563	An <i>in-silico</i> quality assurance study of contouring target volumes in thoracic tumors within a cooperative group setting.	Clin Transl Radiat Oncol	2019
29559291	Deep Learning Algorithm for Auto-Delineation of High-Risk Oropharyngeal Clinical Target Volumes With Built-In Dice Similarity Coefficient Parameter Optimization Function.	Int J Radiat Oncol Biol Phys	2018
28853231	Treatment at a high-volume centre is associated with improved survival among patients with non-metastatic hepatocellular carcinoma.	Liver International	2018
30175071	Machine Learning Applications in Head and Neck Radiation Oncology: Lessons From Open-Source Radiomics Challenges.	Front Oncol	2018
30403188	Auto-delineation of oropharyngeal clinical target volumes using 3D convolutional neural networks.	Phys Med Biol	2018
30268005	Practical guidelines for handling head and neck computed tomography artifacts for quantitative image analysis.	Comput Med Imaging Graph	2018
30151255	Outcomes of patients in the national cancer database treated non-surgically for localized rectal cancer.	Journal of Gastrointestinal Oncology	2018
30482902	Author Correction: Imaging and clinical data archive for head and neck squamous cell carcinoma patients treated with radiotherapy.	Sci Data	2018
29868465	Exploring Applications of Radiomics in Magnetic Resonance Imaging of Head and Neck Cancer: A Systematic Review.	Front Oncol	2018
30370362	Utilization of short-course radiation therapy for patients with nonmetastatic rectal adenocarcinoma in the United States.	Advances in Radiation Oncology	2018