Works (18)

Updated: March 17th, 2025 14:21

2025 journal article

Optimal timing of organs-at-risk-sparing adaptive radiation therapy for head-and-neck cancer under re-planning resource constraints

PHYSICS & IMAGING IN RADIATION ONCOLOGY, 33.

By: F. Nosrat, C. Dede, L. Mccullum, R. Garcia, A. Mohamed, J. Scott, J. Bates, B. Mcdonald ...

author keywords: Personalized adaptive radiation therapy; Organs at risk; Normal tissue complication probability; Markov decision process; Optimal strategy
topics (OpenAlex): Advanced Radiotherapy Techniques; Management of metastatic bone disease; Radiation Therapy and Dosimetry
Sources: NC State University Libraries, Web Of Science
Added: March 3, 2025

2024 journal article

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

International Journal of Radiation Oncology*Biology*Physics.

topics (OpenAlex): Oral health in cancer treatment; Head and Neck Cancer Studies; Oral Health Pathology and Treatment
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
3. Good Health and Well-being (OpenAlex)
Source: ORCID
Added: August 15, 2024

2024 journal article

Combination Chemotherapy Optimization with Discrete Dosing

INFORMS Journal on Computing.

topics (OpenAlex): Mathematical Biology Tumor Growth; Cancer Genomics and Diagnostics; Pancreatic and Hepatic Oncology Research
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
3. Good Health and Well-being (OpenAlex)
Source: ORCID
Added: August 15, 2024

2024 article

Cost-Effectiveness of Personalized Policies for Implementing Organ-at-Risk Sparing Adaptive Radiation Therapy in Head and Neck Cancer: A Markov Decision Process Approach

Hosseinian, S., Suarez-Aguirre, D., Dede, C., Garcia, R., McCullum, L., Hemmati, M., … Schaefer, A. J. (2024, November 5).

topics (OpenAlex): Advanced Radiotherapy Techniques; Advances in Oncology and Radiotherapy; Head and Neck Cancer Studies
Source: ORCID
Added: November 5, 2024

2024 journal article

Markov models for clinical decision‐making in radiation oncology: A systematic review

Journal of Medical Imaging and Radiation Oncology.

topics (OpenAlex): Advanced Radiotherapy Techniques; Advances in Oncology and Radiotherapy; Radiomics and Machine Learning in Medical Imaging
Source: ORCID
Added: August 15, 2024

2024 journal article

Strategy investments in zero-sum games

Optimization Letters.

topics (OpenAlex): Infrastructure Resilience and Vulnerability Analysis; Risk and Portfolio Optimization; Facility Location and Emergency Management
Source: ORCID
Added: August 15, 2024

2024 article

Variable-Interval Temporal Feathering to Optimize Organ-at-Risk Repair for Head and Neck Adaptive Radiotherapy

Karagoz, A., Hemmati, M., Nosrat, F., Mavroidis, P., Dede, C., McCullum, L. B., … Fuller, C. D. (2024, November 8).

topics (OpenAlex): Advanced Radiotherapy Techniques; Head and Neck Cancer Studies; Lung Cancer Diagnosis and Treatment
Source: ORCID
Added: November 8, 2024

2023 article

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

Hosseinian, S., Hemmati, M., Dede, C., Salzillo, T. C., Dijk, L. V., Mohamed, A. S. R., … Fuller, C. D. (2023, March 29).

topics (OpenAlex): Oral health in cancer treatment; Head and Neck Cancer Studies; Oral Health Pathology and Treatment
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
3. Good Health and Well-being (OpenAlex)
Source: ORCID
Added: August 15, 2024

2023 journal article

Code and Data Repository for Combination Chemotherapy Optimization with Discrete Dosing

INFORMS Journal on Computing.

By: T. Ajayi, S. Hosseinian, A. Schaefer & C. Fuller

topics (OpenAlex): Advanced Radiotherapy Techniques
Source: ORCID
Added: September 15, 2024

2022 journal article

An improved approximation for Maximum k-dependent Set on bipartite graphs

Discrete Applied Mathematics.

topics (OpenAlex): Complexity and Algorithms in Graphs; Advanced Graph Theory Research; Interconnection Networks and Systems
Source: ORCID
Added: August 15, 2024

2021 journal article

Polyhedral properties of the induced cluster subgraphs

Discrete Applied Mathematics.

topics (OpenAlex): Advanced Graph Theory Research; Complexity and Algorithms in Graphs; Advanced Optical Network Technologies
Source: ORCID
Added: August 15, 2024

2020 journal article

A Lagrangian Bound on the Clique Number and an Exact Algorithm for the Maximum Edge Weight Clique Problem

INFORMS Journal on Computing, 32(3), 747–762.

topics (OpenAlex): Advanced Graph Theory Research; Complexity and Algorithms in Graphs; Vehicle Routing Optimization Methods
Source: ORCID
Added: August 15, 2024

2019 journal article

Algorithms for the generalized independent set problem based on a quadratic optimization approach

Optimization Letters, 13(6), 1211–1222.

topics (OpenAlex): Optimization and Search Problems; Computational Geometry and Mesh Generation; Robotic Path Planning Algorithms
Source: ORCID
Added: August 15, 2024

2018 journal article

A nonconvex quadratic optimization approach to the maximum edge weight clique problem

Journal of Global Optimization, 72(2), 219–240.

topics (OpenAlex): Advanced Graph Theory Research; Vehicle Routing Optimization Methods; Complexity and Algorithms in Graphs
Source: ORCID
Added: August 15, 2024

2018 journal article

Network-based optimization techniques for wind farm location decisions

Frontiers of Engineering Management, 5(4), 533.

By: J. Cisneros Saldana, S. Hosseinian & S. Butenko

topics (OpenAlex): Energy Load and Power Forecasting; Wind Energy Research and Development; Electric Power System Optimization
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (OpenAlex)
Source: ORCID
Added: August 15, 2024

2017 journal article

IRIER: A Decision-Support Model for Optimal Energy Retrofit Investments

Journal of Construction Engineering and Management, 143(9), 05017016.

topics (OpenAlex): Energy Efficiency and Management; Building Energy and Comfort Optimization; Capital Investment and Risk Analysis
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (OpenAlex)
Source: ORCID
Added: August 15, 2024

2017 article

The Maximum Edge Weight Clique Problem: Formulations and Solution Approaches

Optimization Methods and Applications, pp. 217–237.

topics (OpenAlex): Advanced Graph Theory Research; VLSI and FPGA Design Techniques; Complexity and Algorithms in Graphs
Source: ORCID
Added: August 15, 2024

2015 journal article

Finding Best Model to Forecast Construction Duration of Road Tunnels with New Austrian Tunneling Method Using Bayesian Inference

Transportation Research Record: Journal of the Transportation Research Board, 2522, 113–120.

By: S. Hosseinian* & K. Reinschmidt*

topics (OpenAlex): Tunneling and Rock Mechanics; Geotechnical Engineering and Analysis; Infrastructure Maintenance and Monitoring
Source: ORCID
Added: August 15, 2024

Employment

Updated: August 15th, 2024 00:40

2024 - present

North Carolina State University Raleigh, US
Assistant Professor Edward P. Fitts Department of Industrial and Systems Engineering

2023 - 2024

University of Cincinnati Cincinnati, Ohio, US
Assistant Professor Department of Mechanical and Materials Engineering

2022 - 2022

The University of Texas MD Anderson Cancer Center Houston, Texas, US
Visiting Postdoctoral Fellow Department of Radiation Oncology

2021 - 2022

Rice University Houston, TX, US
Postdoctoral Research Associate Department of Computational Applied Mathematics and Operations Research

Education

Updated: April 12th, 2022 21:04

2015 - 2021

Texas A&M University College Station, TX, US
Ph.D. Department of Industrial and Systems Engineering

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