Research
Lung Cancer Screening
Mathematical Optimization
Stochastic Optimization
Risk Model
Neck Cancer, Neck Cancers
Screening Program
Optimal Timing
Resource Constraints
Radiation Oncology
Systematic Review
Unsupervised Machine Learning
List of Publications (17)
In 2024
17
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.
Found on Publication Page
16
Optimal Timing of Organs-at-risk-sparing Adaptive Radiation Therapy for Head-and-neck Cancer under Re-planning Resource Constraints. F Nosrat, C Dede, LB McCullum, R Garcia, ASR Mohamed, JG Scott, ... medRxiv, 2024.
Found on Publication Page
15
Evaluating the Inter-Planner Contouring Variation in GRID Placement for Spatially Fractionated Radiation Therapy. M Sullivan, M Hemmati, TD Malouff, R Boopathy International Journal of Radiation Oncology, Biology, Physics 120 (2), e277, 2024.
Found on Publication Page
14
Benchmarking lung cancer screening programmes with adaptive screening frequency against the optimal screening schedules derived from the ENGAGE framework: a comparative .... M Hemmati, S Ishizawa, R Meza, E Ostrin, SM Hanash, M Antonoff, ... EClinicalMedicine 74, 2024.
Found on Publication Page
13
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.
Found on Publication Page
12
Optimal Timing of Organs-at-risk-sparing Adaptive Radiation Therapy for Head-and-neck Cancer under Re-planning Resource Constraints. F Nosrat, C Dede, LB McCullum, R Garcia, ASR Mohamed, JG Scott, ... medRxiv, 2024.04. 01.24305163, 2024.
Found on Publication Page
In 2023
11
Risk model-based lung cancer screening: a cost-effectiveness analysis. I Toumazis, P Cao, K de Nijs, M Bastani, V Munshi, M Hemmati, ... Annals of internal medicine 176 (3), 320-332, 2023.
Found on Publication Page
10
Optimized decision support for selection of transoral robotic surgery or (chemo) radiation therapy based on posttreatment swallowing toxicity. M Hemmati, C Barbon, ASR Mohamed, LV van Dijk, AC Moreno, ... Cancer medicine 12 (4), 5088-5098, 2023.
Found on Publication Page
In 2022
9
MR-guided adaptive radiotherapy for OAR sparing in head and neck cancers. SL Mulder, J Heukelom, BA McDonald, L Van Dijk, KA Wahid, K Sanders, ... Cancers 14 (8), 1909, 2022.
Found on Publication Page
8
EP01. 04-002 The Impact of Enforcing a Structure in Lung Cancer Screening Strategy on the Effectiveness and Efficiency of the Screening Program. M Hemmati, I Toumazis Journal of Thoracic Oncology 17 (9), S178-S179, 2022.
Found on Publication Page
In 2021
7
Optimized decision support for selection of transoral robotic surgery or (chemo) radiation: Quantified pre-therapy risk stratification for patient-reported and clinician-graded .... M Hemmati, C Barbon, ASR Mohamed, LV van Dijk, AC Moreno, ... medRxiv, 2021.06. 12.21258794, 2021.
Found on Publication Page
In 2020
6
Relating single-scenario facets to the convex hull of the extensive form of a stochastic single-node flow polytope. D Mildebrath, V Gonzalez, M Hemmati, AJ Schaefer Operations Research Letters 48 (3), 342-349, 2020.
Found on Publication Page
In 2019
5
Using Single-Scenario Relaxations to Solve Stochastic Mixed-Integer Programs. DT Mildebrath, VA Gonzalez, AJ Schaefer, M Hemmati .
Found on Publication Page
In 2016
4
A mixed-integer bilevel programming approach for a competitive prioritized set covering problem. M Hemmati, JC Smith Discrete Optimization 20, 105-134, 2016.
Found on Publication Page
In 2014
3
A cutting-plane algorithm for solving a weighted influence interdiction problem. M Hemmati, J Cole Smith, MT Thai Computational Optimization and Applications 57, 71-104, 2014.
Found on Publication Page
In 2013
2
Multilevel discrete formulations and algorithms with applications to new production introduction games and network interdiction problems. M Hemmati University of Florida, 2013.
Found on Publication Page
In 2011
1
Finite optimal stopping problems: The seller's perspective. M Hemmati, JC Smith The Journal of Problem Solving 3 (2), 4, 2011.
Found on Publication Page
