RESEARCH INTERESTS



Applications of Operations Research to Healthcare
Medical Decision Making: Disease Modeling, Treatment Decisions, Outcomes Measurement, Screening and Monitoring Rules
Policy and Operations: Health Workforce Planning, Patient Flow Modeling, Training, Attrition, Capacity Planning, Promotion Rules, Learning, Nursing, Global Health, Hospital Re-admissions
Methodology
Dynamic Programming; Stochastic Control; Partially Observable State Space Models (including Kalman Filter); Applied; Bayesian Updating; Optimization: Linear Programming
RESEARCH PUBLICATIONS
Full articles in refereed publications
- Czerniak, L, Lavieri, M, Daskin, M, Sweet, B, Leja, J, Tupps, M, Renius, K “When Is It Worth It for Two Hospital Network Pharmacies to Operate as an Integrated Inventory System in the Presence of Supply Chain Disruptions?”. IISE Transactions on Healthcare Systems Engineering . 04/2024; 14(2): 89- 114
- Garcia, G, Lavieri, M, McAllister, T, McCrea, M, Broglio, S “Design and Assessment of a Novel Decision-theoretic Approach to Personalize Return-to-play from Concussion”. British Journal of Sports Medicine . 01/2024; 58(1)
- Garcia, G, Czerniak, L, Lavieri, M, Liebel, S, Van Pelt, K, Pasquina, P, McAllister, T, McCrea, M, Broglio, S, CARE Consortium Investigators “Estimating the Relationship Between the Symptom-Free Waiting Period and Injury Rates After Return-to-Play from Concussion: A Simulation Analysis Using CARE Consortium Data”. Sports Medicine. 12/2023; 53(12): 2513-2528
- Garcia, G, Lavieri, M, McAllister, T, McCrea, M, Broglio, S, CARE Consortium Investigators “Reducing the Price of Naïveté in Return-to-play from Sports-related Concussion”. Production and Operations Management . 10/2023; 32(10): 3081-3099
- Czerniak, L, Daskin, M, Lavieri, M, Sweet, B, Leja, J, Tupps, M, Renius, K “Closed-form (R,S) Inventory Policies for Perishable Inventory Systems with Supply Chain Disruptions”. INFOR: Information Systems and Operational Research . 08/2023; 61(3): 327-367
- Czerniak, L, Liebel, S, Zhou, H, Garcia, G, Lavieri, M, McCrea, M, McAllister, T, Pasquina, P, Broglio, S, CARE Consortium Investigators “Sensitivity and Specificity of the ImPACT Neurocognitive Test in Collegiate Athletes and US Military Service Academy Cadets with ADHD and/or LD: Findings from the NCAA-DoD CARE Consortium”. Sports Medicine. 03/2023; 53(3): 747-759
- Otero-Leon, D, Lavieri, M, Denton, B, Sussman, J, Hayward, R “Monitoring Policy in the Context of Preventive Treatment of Cardiovascular Disease”. Health Care Management Science. 03/2023; 26(1): 93-116
- DeRoos, L, Tapper, E, Lavieri, M, Hutton, D, Parikh, N “An Assessment of Ineligible Donor Use in Solid Organ Transplant”. Transplantation. 08/2022; 106(8): 1629-37
- Zhalechian, M, Van Oyen, M, Lavieri, M, De Moraes, C, Girkin, C, Fazio, M, Weinreb, R, Bowd, C, Liebmann, J, Zangwill, L, Andrews, C, Stein, J “Augmenting Kalman Filter Machine Learning Models with Data from OCT to Predict Future Visual Field Loss: An Analysis Using Data from the African Descent and Glaucoma Evaluation Study and the Diagnostic Innovation in Glaucoma Study”. Ophthalmology Science. 03/2022; 2(1)
- Garcia, G, Schumb, C, Lavieri, M, Koffijberg, H, McAllister, T, McCrea, M, Broglio, S, CARE Consortium Investigators “Developing Insights for Possible and Probable Acute Concussions Using Cluster Analysis”. Journal of Neurotrama . 01/2022; 39: 102-113
- Jones, I, Van Oyen, M, Lavieri, M, Andrews, C, Stein, J “Predicting Rapid Progression Phases in Glaucoma using a Soft Voting Ensemble Classifier Exploiting Kalman Filtering”. Health Care Management Science. 12/2021; 24(4): 686-701
- Chen, H, Ali, H, Marrero, W, Parikh, N, Lavieri, M, Hutton, D “The Magnitude of the Health and Economic Impact of Increased Organ Donation on Patients With End-Stage Renal Disease”. MDM policy & practice. 12/2021; 6(2)
- Marrero, W, Lavieri, M, Guikema, S, Hutton, D, Parikh, N “A Machine Learning Approach for the Prediction of Overall Deceased Donor Organ Yield”. Surgery. 11/2021; 170(5): 1561-1567
- Falk, H, Bechtold, K, Peters, M, Roy, D, Rao, V, Lavieri, M, Sair, H, Van Meter, T, Korley, F “A Prognostic Model for Predicting One-Month Outcomes among Emergency Department Patients with Mild Traumatic Brain Injury and a Presenting Glasgow Coma Scale of Fifteen”. Journal of Neurotrauma. 10/2021; 38(19): 2714-2722
- DeRoos, L, Nitta, K, Lavieri, M, Van Oyen, M, Kazemian, P, Andrews, C, Sugiyama, K, Stein, J “Comparing Perimetric Loss at Different Target Intraocular Pressures for Patients with High-Tension and Normal-Tension Glaucoma”. Ophthalmology Glaucoma. 05/2021; 4(3): 251-259
- Marrero, W, Lavieri, M, Sussman, J “Optimal Cholesterol Treatment Plans and Genetic Testing Strategies For Cardiovascular Diseases”. Health Care Management Science. 03/2021; 24(1): 1-25
- Czerniak, L, Liebel, S, Garcia, G, Lavieri, M, McCrea, M, McAllister, T, Broglio, S, CARE Consortium Investigators “Sensitivity and Specificity of Computer-Based Neurocognitive Tests in Sport-Related Concussion: Findings from the NCAA-DoD CARE Consortium”. Sports Medicine. 02/2021; 51(2): 351-365
- DeRoos, L, Zhou, Y, Marrero, W, Tapper, E, Sonnenday, C, Lavieri, M, Hutton, D, Parikh, N “Assessment of National Organ Donation Rates and Organ Procurement Organization Metrics”. JAMA Surgery. 02/2021; 156(2): 173-180
- Garcia, G, Lavieri, M, Jiang, R, McCrea, M, McAllister, T, Broglio, S, CARE Consortium Investigators “Data-Driven Stochastic Optimization Approaches to Determine Decision Thresholds for Risk Estimation Models”. IISE Transactions. 10/2020; 52(10): 1098-1121
- Garcia, G, Yang, J, Lavieri, M, McAllister, T, McCrea, M, Broglio, S, CARE Consortium Investigators “Optimizing Components of the Sport Concussion Assessment Tool for Acute Concussion Assessment”. Neurosurgery. 10/2020; 87(5): 971-981
- Sessine, M, Weizer, A, Kirk, P, Borza, T, Jacobs, B, Qin, Y, Oerline, M, Li, B, Modi, P, Lavieri, M, Gilbert, S, Montgomery, J, Hollenbeck, B, Urish, K, Helm, J, Skolarus, T “Reframing Financial Incentives Around Reducing Readmission After Radical Cystectomy”. Urology. 08/2020; 142: 99-105
- Urish, K, Qin, Y, Salka, B, Li, B, Borza, T, Sessine, M, Kirk, P, Hollenbeck, B, Helm, J, Lavieri, M, Skolarus, T, Jacobs, B “Comparison of Readmission and Early Revision Rates as a Quality Metric in Total Knee Arthroplasty Using the Nationwide Readmission Database”. Annals of Translational Medicine. 06/2020; 8(11)
- Degeling, K, IJzerman, M, Lavieri, M, Strong, M, Koffijberg, H “Introduction to Metamodeling for Reducing Computational Burden of Advanced Analyses with Health Economic Models: A Structured Overview of Metamodeling Methods in a 6-Step Application Process”. Medical Decision Making. 04/2020; 40(3): 348-363
- Kirk, P, Liu, X, Borza, T, Li, B, Sessine, M, Zhu, K, Lesse, O, Qin, Y, Jacobs, B, Urish, K, Helm, J, Gilbert, S, Weizer, A, Montgomery, J, Hollenbeck, B, Lavieri, M, Skolarus, T “Dynamic Readmission Prediction using Routine Postoperative Laboratory Results after Radical Cystectomy”. Urologic Oncology: Seminars and Original Investigations. 04/2020; 38(4): 255-261
- Garcia, G, Lavieri, M, Andrews, C, Liu, X, Van Oyen, M, Kass, M, Gordon, M, Stein, J “Accuracy of Kalman Filtering in Forecasting Visual Field and Intraocular Pressure Trajectory in Patients with Ocular Hypertension”. JAMA Ophthalmology. 12/2019; 137(12): 1416-1423
- Kirk, P, Skolarus, T, Jacobs, B, Qin, Y, Li, B, Sessine, M, Liu, X, Zhu, K, Gilbert, S, Hollenbeck, B, Urish, K, Helm, J, Lavieri, M, Borza, T “Characterizing “Bounceback” Readmissions After Radical Cystectomy”. BJU International. 12/2019; 124(6): 955-961
- Li, B, Urish, K, Jacobs, B, He, C, Borza, T, Qin, Y, Min, H, Dupree, J, Ellimoottil, C, Hollenbeck, B, Lavieri, M, Helm, J, Skolarus, T “Inaugural Readmission Penalties for Total Hip and Total Knee Arthroplasty Procedures Under the Hospital Readmissions Reduction Program”. JAMA Network Open. 11/2019; 2(11)
- DeRoos, L, Marrero, W, Tapper, E, Sonnenday, C, Lavieri, M, Hutton, D, Parikh, N “Estimated Association between Organ Availability and Presumed Consent in Solid Organ Transplant”. JAMA Network Open. 10/2019; 2(10)
- Parikh, N, Marrero, W, Wang, J, Steuer, J, Tapper, E, Konerman, M, Singal, A, Hutton, D, Byon, E, Lavieri, M “Projected Increase in Obesity and Non-alcoholic-steatohepatitis Related Liver Transplantation Waitlist Additions in the United States”. Hepatology. 08/2019; 70(2): 487-495
- Garcia, G, Lavieri, M, Jiang, R, McAllister, T, McCrea, M, Broglio, S, CARE Consortium Investigators “A Data-Driven Approach to Unlikely, Possible, Probable and Definite Acute Concussion Assessment”. Journal of Neurotrauma. 05/2019; 36(10): 1571-1583
- Kazemian, P, Helm, J, Lavieri, M, Stein, J, Van Oyen, M “Dynamic Monitoring and Control of Irreversible Chronic Diseases with Application to Glaucoma”. Production and Operations Management . 05/2019; 28(5): 1082-1107
- Garcia, G, Nitta, K, Lavieri, M, Andrews, C, Liu, X, Lobaza, E, Van Oyen, M, Sugiyama, K, Stein, J “Using Kalman Filtering to Forecast Disease Trajectory for Patients With Normal Tension Glaucoma”. American Journal of Ophthalmology. 03/2019; 199: 111-119
- Lee, A, Liu, X, Borza, T, Qin, Y, Li, B, Urish, K, Kirk, P, Gilbert, S, Hollenbeck, B, Helm, J, Lavieri, M, Skolarus, T, Jacobs, B “Role of Post-Acute Care on Hospital Readmission After High-Risk Surgery”. Journal of Surgical Research . 02/2019; 234: 116-122
- Schell, G, Garcia, G, Lavieri, M, Sussman, J, Hayward, R “Optimal Coinsurance Rates for a Heterogeneous Population Under Inequality and Resource Constraints”. IISE Transactions. 01/2019; 51(1): 74-91
- Lee, E, Lavieri, M, Volk, M “Optimal Screening for Hepatocellular Carcinoma: A Restless Bandit Model”. Manufacturing and Service Operations Management. 01/2019; 21(1): 198-212
- Liu, X, Hu, M, Wu, K, Helm, J, Lavieri, M, Skolarus, T “Missed Opportunities in Preventing Hospital Readmissions: Redesigning Post-discharge Checkup Policies”. Production and Operations Management . 12/2018; 27(12): 2226-2250
- Urish, K, Qin, Y, Li, B, Borza, T, Sessine, M, Kirk, P, Hollenbeck, B, Helm, J, Lavieri, M, Skolarus, T, Jacobs, B “Predictors and Cost of Readmission in Total Knee Arthroplasty”. The Journal of Arthroplasty. 09/2018; 33(9): 2759-2763
- Krishnan, N, Li, B, Jacobs, B, Ambani, S, Borza, T, He, C, Hollenbeck, B, Morgan, T, Hafez, K, Weizer, A, Montgomery, J, Lee, C, Lesse, O, Lavieri, M, Helm, J, Skolarus, T “The Fate of Radical Cystectomy Patients after Hospital Discharge: Understanding the Black Box of the Pre-readmission Interval”. European Urology Focus. 09/2018; 4(5): 711-717
- Garcia, G, Broglio, S, Lavieri, M, McCrea, M, McAllister, T, CARE Consortium Investigators “Quantifying the Value of Multidimensional Assessment Models for Acute Concussion: An Analysis of Kazemian, P, Lavieri, M, Van Oyen, M, Andrews, C, Stein, J “Personalized Prediction of Glaucoma Progression Under Different Target Intraocular Pressure Levels Using Filtered Forecasting Methods”. Ophthalmology. 04/2018; 125(4): 569-577
- Sussman, J, Schell, G, Lavieri, M, Hayward, R “Implications of True and Perceived Treatment Burden on Cardiovascular Medication Use”. MDM policy & practice. 10/2017; 2(2)
- Parikh, N, Marrero, W, Sonnenday, C, Lok, A, Hutton, D, Lavieri, M “Population-Based Analysis and Projections of Liver Supply Under Redistricting”. Transplantation. 09/2017; 101(9): 2048-2055
- Marrero, W, Naik, A, Friedewald, J, Xu, Y, Hutton, D, Lavieri, M, Parikh, N “Predictors of Deceased Donor Kidney Discard in the United States.”. Transplantation. 07/2017; 101(7): 1690-1697
- Borza, T, Jacobs, B, Montgomery, J, Weizer, A, Morgan, T, Hafez, K, Lee, C, Li, B, Min, H, He, C, Gilbert, S, Helm, J, Lavieri, M, Hollenbeck, B, Skolarus, T “No Differences in Population-based Readmissions After Open and Robotic-assisted Radical Cystectomy: Implications for Post-discharge Care”. Urology. 06/2017; 104: 77-83
- Jacobs, B, He, C, Li, B, Helfand, A, Krishnan, N, Borza, T, Ghaferi, A, Hollenbeck, B, Helm, J, Lavieri, M, Skolarus, T “Variation in Readmission Expenditures After high-risk Surgery”. Journal of Surgical Research . 06/2017; 213: 60-68
- Hu, W, Lavieri, M, Toriello, A, Liu, X. “Strategic Health Workforce Planning”. IIE Transactions (Institute of Industrial Engineers) . 12/2016; 48(12): 1127-1138
- Schell, G, Marrero, W, Lavieri, M, Sussman, J, Hayward, R “Data-Driven Markov Decision Process Approximations for Personalized Hypertension Treatment Planning”. MDM Policy & Practice . 07/2016; 1(1)
- Odetola, F, Bruski, L, Zayas-Caban, G, Lavieri, M “An Innovative Framework to Improve Efficiency of Interhospital Transfer of Children in Respiratory Failure”. Annals of the American Thoracic Society . 05/2016; 13(5): 671-677
- Krishnan, N, Liu, X, Lavieri, M, Hu, M, Helfand, A, Li, B, Helm, J, He, C, Hollenbeck, B, Skolarus, T, Jacobs, B “A Model to Optimize Follow-up Care and Reduce Hospital Readmissions after Radical Cystectomy”. The Journal of Urology. 05/2016; 195(5): 1362-1367
- Schell, G, Lavieri, M, Jankovic, F, Li, X, Martyn, K, Freed, G “Strategic Modeling of the Neonatal Nurse Practitioner Workforce”. Nursing Outlook. 01/2016; 64(4): 385-394
- Helm, J, Lavieri, M, Van Oyen, M, Stein, J, Musch, D “Dynamic Forecasting and Control Algorithms of Glaucoma Progression for Clinician Decision Support”. Operations Research. 09/2015; 63(5): 979-999
- Lee, E, Lavieri, M, Volk, M, Xu, Y “Applying Reinforcement Learning Techniques to Detect Hepatocellular Carcinoma under Limited Screening Capacity”. Health Care Management Science. 09/2015; 18: 363-375
- Parikh, N, Hutton, D, Marrero, W, Sanghani, K, Xu, Y, Lavieri, M “Projections in Donor Organs Available for Liver Transplantation in the United States: 2014-2025”. Liver Transplantation. 06/2015; 21: 855-863
- Skolarus, T, Jacobs, B, Schroeck, F, He, C, Helfand, A, Helm, J, Hu, M, Lavieri, M, Hollenbeck, B “Understanding Hospital Readmission Intensity after Radical Cystectomy.”. The Journal of Urology. 05/2015; 193(5): 1500-1506
- Schell, G, Lavieri, M, Toriello, A, Martyn, K, Freed, G “Strategic Modeling of the Pediatric Nurse Practitioner Workforce.”. Pediatrics. 02/2015; 135(2): 298-306
- Schell, G, Lavieri, M, Helm, J, Liu, X, Musch, D, Van Oyen, M, Stein, J “Using Filtered Forecasting Techniques to Determine Personalized Monitoring Schedules for Patients with Open-Angle Glaucoma”. Ophthalmology. 08/2014; 121(8): 1539-1546
- Hu, M, Jacobs, B, Chang, H, Ye, J, Brathwaite, J, Morgan, T, Montgomery, J, Hafez, K, Weizer, A, Gilbert, S, Lee, C, Lavieri, M, Helm,
- J, Hollenbeck, B, Skolarus, T “Sharpening the Focus on Causes and Timing of Readmission after Radical Cystectomy for Bladder Cancer”. Cancer. 05/2014; 120(9): 1409-1416
- Schell, G, Lavieri, M, Stein, J, Musch, D “Filtering Data from the Collaborative Initial Glaucoma Treatment Study for Improved Identification of Glaucoma Progression”. BMC Medical Informatics and Decision Making . 12/2013; 13: 1-8
- Piette, J, Sussman, J, Pfeiffer, P, Silveira, M, Singh, S, Lavieri, M “Maximizing the Value of Mobile Health Monitoring by Avoiding Redundant Patient Reports: Prediction of Depression-Related Symptoms and Adherence Problems in Automated Health Assessment Services”. Journal of Medical Internet Research. 07/2013; 15(7)
- Lee, E, Edward, S, Singal, A, Lavieri, M, Volk, M “Improving Screening for Hepatocellular Carcinoma by Incorporating the Pattern of Alpha-fetoprotein over Time”. Clinical Gastroenterology and Hepatology . 04/2013; 11(4): 437-440
- Foo, M, Lavieri, M, Pickles, T “Impact of Neoadjuvant Prostate-Specific Antigen Kinetics on Biochemical Failure and Prostate Cancer Mortality: Results From a Prospective Patient Database”. International Journal of Radiation OncologyBiologyPhysics. 02/2013; 85(2): 385-392
- Chase, V, Cohn, A, Peterson, T, Lavieri, M “Predicting Emergency Department Volume using Forecasting Methods to Create a “Surge Response” for Non-Crisis Events”. Academic Emergency Medicine. 05/2012; 19(5): 569-576
- Lavieri, M, Puterman, M, Tyldesley, S, Morris, W “When to Treat Prostate Cancer Patients Based on their PSA Dynamics”. IIE Transactions on Healthcare Systems Engineering. 01/2012; 2(1): 62-77
- Lavieri, M, Puterman, M “Optimizing Nursing Human Resource Planning in British Columbia”. Health Care Management Science. 06/2009; 12: 119-128
- Lavieri, M, Regan, S, Puterman, M, Ratner, P “Using Operations Research to Plan the British Columbia Registered Nurses’ Workforce”. Healthcare Policy. 11/2008; 4(2)
- Dekle, J, Lavieri, M, Martin, E, Emir-Farinas, H, Francis, R “A Florida County Locates Disaster Recovery Centers”. Interfaces. 04/2005; 35(2): 133-13
GRANTS/FUNDING RECEIVED
Past grants and contracts
- Veterans Affairs, Department of, “VA – IPA – Mariel Lavieri,” 2019 – 2021, Total: $25,415.18, Lavieri, M (Co-I), Hayward, R (PI). Candidate’s Share: $25,415.18.
- Veterans Affairs, Department of, “VA – IPA – Mariel Lavieri,” 2018 – 2019, Total: $11,508.00, Lavieri, M (Co-I), Hayward, R (PI). Candidate’s Share: $11,508.00.
- Bonder Foundation, “Bonder Scholar Research Funds in Support of Applications of Operations Research to Chronic Disease Management,” 2017 -2017, Total: $5,000, Lavieri, M (PI). Candidate’s Share: $5,000.
- National Science Foundation, “CAREER: A Unified Methodology for Optimizing the Management of Chronic Diseases,” 2016 – 2022, Total: $500,000.00, Lavieri, M (PI). Candidate’s Share: $500,000.00.
- Health and Human Services, Department of-National Institutes of Health , “Personalized Forecasting of Disease Trajectory for Patients with Open Angle Glaucoma,” 2016 – 2022, Total: $2,883,323.00, Lavieri, M (PI), Stein, J (PI), Van Oyen, M (Co-I), Andrews, C (Co-I), Johnson, C (Co-I), Schuman, J (Co-I), Wollstein, G (Co-I), Gordon, M (Not Specified), Zangwill, L (Not Specified). Candidate’s Share: $884,691.00.
- MTRAC Kickstart Award, “Monitoring Patients with Glaucoma Using a Novel Personalized Forecasting Tool,” 2016 – 2016, Total: $31,000, Lavieri, M (PI), Stein, J (PI), Van Oyen, M (PI). Candidate’s Share: $31,000.
- MCubed, “Novel Framework to Forecast Supply and Demand of Liver Donors in the United States,” 2015 – 2016, Total: $60,000, Lavieri, M (PI), Parikh, N (PI), Hutton, D (PI). Candidate’s Share: $60,000.
- Glaucoma Research Foundation, “A Dynamic, Personalized Glaucoma Monitoring Decision Support Model Enabled by an Extension of Kalman Filtering Theory,” 2014 – 2015, Total: $40,000.00, Lavieri, M (Co-I), Stein, J (PI), Van Oyen, M (Co-I). Candidate’s Share: Participating Investigator without Specified Effort.
- Rackham Graduate School, “Industrial and Operations Engineering Faculty Allies Diversity Grant,” 2013 – 2015, Total: $28,180, Lavieri, M (PI). Candidate’s Share: $28,180.
- MCubed, “Strategic Health Workforce Planning,” 2013 – 2014, Total: $60,000, Lavieri, M (Co-PI), Freed, G (Co-PI), Martyn, K (Co-PI). Candidate’s Share: $60,000.
- National Science Foundation, “Forecasting and Control Methodology for Monitoring and Management of Chronic Diseases,” 2012 – 2015, Total: $280,000.00, Lavieri, M (PI), Stein, J (PI), Van Oyen, M (PI). Candidate’s Share: $126,572.00.
- Veterans Affairs, Department of, “IPA – VA Ann Arbor – Lavieri,” 2012 – 2012, Total: $8,800.00, Lavieri, M (Co-I), Hayward, R (PI). Candidate’s Share:$8,800.00.
- Engineering Translational Research Fund, “Patient Specific Modeling and Forecasting of Disease Progression,” 2012 – 2012, Total: $5,000, Lavieri, M (PI), Stein, J (PI), Van Oyen, M (PI). Candidate’s Share: $5,000.
- MICHR: Pilot Grant Program, “Improving Monitoring of Glaucoma Patients,” 2010 – 2011, Total: $50,000, Lavieri, M (Co-PI), Stein, J (Co-I). Candidate’s Share: $50,000.
- Rackham Graduate School, “Faculty Research Grant,” 2010 – 2011, Total: $52,173, Lavieri, M (PI). Candidate’s Share: $52,17
Current grants and contracts
- Department of Defense, “A Data-Driven Approach to Individualized Concussion Risk Prediction in US Service Academy Cadets and Midshipmen 2024-2027,” 2024 – 2027, Total: $741,331, Lavieri, M (Co-I), Eckner, J (PI), Cameron, K (Co-I). Candidate’s Share: $440,634.
- eHAIL Summer Student Support Program, “Optimization of Candidate Selection for Deceased Donor Kidney Transplantation,” 2024 – 2024, Total: $12,000, Lavieri, M (PI), Haakinson, D (Co-PI). Candidate’s Share: $12,000.
- Bonder Foundation, “Bonder Scholar Research Funds in Support of Personalized Medicine under Limited Resources,” 2023 – 2025, Total: $5,000, Lavieri, M (PI). Candidate’s Share: $5,000.
- IOE Research Incentive Award, “Applications of Operations Research to Healthcare,” 2023 – 2024, Total: $54,000, Lavieri, M (PI), Cohn, A (Co-PI). Candidate’s Share: $27,000.
- Health and Human Services, Department of-National Institutes of Health , “Data-Driven Phenotyping of Severe Traumatic Brain Injury,” 2021 – 2024, Total: $116,338.00, Lavieri, M (Co-I). Candidate’s Share: 0.