Monte Carlo Method

"Monte Carlo Method" is a descriptor in the National Library of Medicine's controlled vocabulary thesaurus, MeSH (Medical Subject Headings). Descriptors are arranged in a hierarchical structure, which enables searching at various levels of specificity.

MeSH information

Definition | Details | More General Concepts | Related Concepts | More Specific Concepts

In statistics, a technique for numerically approximating the solution of a mathematical problem by studying the distribution of some random variable, often generated by a computer. The name alludes to the randomness characteristic of the games of chance played at the gambling casinos in Monte Carlo. (From Random House Unabridged Dictionary, 2d ed, 1993)

Descriptor ID	D009010
MeSH Number(s)	E05.318.740.525 L01.906.394.422 N05.715.360.750.540 N06.850.520.830.525
Concept/Terms	Monte Carlo Method Monte Carlo Method Method, Monte Carlo

Below are MeSH descriptors whose meaning is more general than "Monte Carlo Method".

Analytical, Diagnostic and Therapeutic Techniques and Equipment [E]
Investigative Techniques [E05]
Epidemiologic Methods [E05.318]
Statistics as Topic [E05.318.740]
Monte Carlo Method [E05.318.740.525]
Information Science [L]
Information Science [L01]
Systems Analysis [L01.906]
Operations Research [L01.906.394]
Monte Carlo Method [L01.906.394.422]
Health Care [N]
Health Care Quality, Access, and Evaluation [N05]
Quality of Health Care [N05.715]
Health Care Evaluation Mechanisms [N05.715.360]
Statistics as Topic [N05.715.360.750]
Monte Carlo Method [N05.715.360.750.540]
Environment and Public Health [N06]
Public Health [N06.850]
Epidemiologic Methods [N06.850.520]
Statistics as Topic [N06.850.520.830]
Monte Carlo Method [N06.850.520.830.525]

Below are MeSH descriptors whose meaning is more specific than "Monte Carlo Method".

publications

Timeline | Most Recent

This graph shows the total number of publications written about "Monte Carlo Method" by people in this website by year, and whether "Monte Carlo Method" was a major or minor topic of these publications.

Bar chart showing 69 publications over 28 distinct years, with a maximum of 7 publications in 2017

To see the data from this visualization as text, click here.

Year	Major Topic	Minor Topic	Total
1996	0	1	1
1998	0	1	1
1999	0	2	2
2000	0	1	1
2001	0	1	1
2003	0	1	1
2004	0	2	2
2005	1	1	2
2006	0	2	2
2007	0	3	3
2008	0	2	2
2009	0	3	3
2010	0	2	2
2011	1	1	2
2012	1	3	4
2013	0	3	3
2014	0	5	5
2015	0	4	4
2016	0	3	3
2017	1	6	7
2018	0	3	3
2019	0	3	3
2020	0	2	2
2021	0	2	2
2022	0	1	1
2023	0	3	3
2024	0	2	2
2025	1	1	2

Below are the most recent publications written about "Monte Carlo Method" by people in Profiles.

Tseng HW, Fu Z, Vedantham S. Simultaneous reduction of radiation dose and scatter-to-primary ratio using a truncated detector and advanced algorithms for dedicated cone-beam breast CT. Biomed Phys Eng Express. 2025 Mar 03; 11(2).

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Baran J, Krzemien W, Parzych S, Raczynski L, Bala M, Coussat A, Chug N, Czerwinski E, Curceanu CO, Dadgar M, Dulski K, Eliyan K, Gajewski J, Gajos A, Hiesmayr BC, Kacprzak K, Kaplon L, Klimaszewski K, Korcyl G, Kozik T, Kumar D, Niedzwiecki S, Panek D, Perez Del Rio E, Rucinski A, Sharma S, Shopa RY, Skurzok M, Stepien E, Tayefiardebili F, Tayefiardebili K, Wislicki W, Moskal P. Realistic total-body J-PET geometry optimization: Monte Carlo study. Med Phys. 2025 May; 52(5):2961-2975.

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Barton MF, Barton KM, Goldsmith AJ, Gottlieb M, Harris C, Chottiner M, Barton BL, Selame L, Baugh CW, Duggan NM, Brower CH, Shokoohi H. POCUS-first in acute diverticulitis: Quantifying cost savings, length-of-stay reduction, and radiation risk mitigation in the ED. Am J Emerg Med. 2025 Feb; 88:204-212.

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Baran J, Borys D, Brzezinski K, Gajewski J, Silarski M, Chug N, Coussat A, Czerwinski E, Dadgar M, Dulski K, Eliyan KV, Gajos A, Kacprzak K, Kaplon L, Klimaszewski K, Konieczka P, Kopec R, Korcyl G, Kozik T, Krzemien W, Kumar D, Lomax AJ, McNamara K, Niedzwiecki S, Olko P, Panek D, Parzych S, Perez Del Rio E, Raczynski L, Simbarashe M, Sharma S, Shopa RY, Sk?ra T, Skurzok M, Stasica P, Stepien EL, Tayefi K, Tayefi F, Weber DC, Winterhalter C, Wislicki W, Moskal P, Rucinski A. Feasibility of the J-PET to monitor the range of therapeutic proton beams. Phys Med. 2024 Feb; 118:103301.

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Yaroslavsky AN, Iorizzo TW, Juliano AF, Adnan A, Carroll JD, Sonis ST, Duncan CN, London WB, Treister NS. Monte Carlo based dosimetry of extraoral photobiomodulation for prevention of oral mucositis. Sci Rep. 2023 11 22; 13(1):20425.

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Barton MF, Brower CH, Barton BL, Duggan NM, Baugh CW, Haleblian GE, Goldsmith AJ. POCUS-first for nephrolithiasis: A Monte Carlo simulation illustrating cost savings, LOS reduction, and preventable radiation. Am J Emerg Med. 2023 12; 74:41-48.

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Auer B, K?nik A, Fromme TJ, De Beenhouwer J, Kalluri KS, Lindsay C, Furenlid LR, Kuo PH, King MA. Mesh modeling of system geometry and anatomy phantoms for realistic GATE simulations and their inclusion in SPECT reconstruction. Phys Med Biol. 2023 03 29; 68(7).

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Tseng HW, Karellas A, Vedantham S. Dedicated cone-beam breast CT: Data acquisition strategies based on projection angle-dependent normalized glandular dose coefficients. Med Phys. 2023 Mar; 50(3):1406-1417.

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McGunigal M, Margolis M, Forsthoefel M, Singh T, Amarell K, Deblois D, Campbell L, Kim C, Liu S, Bergquist PJ, Debrito P, Collins BT, Giaccone G, Lischalk JW. Thymic malignancies treated with active scanning proton beam radiation and Monte Carlo planning: early clinical experience. Acta Oncol. 2021 May; 60(5):649-652.

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Tseng HW, Karellas A, Vedantham S. Radiation dosimetry of a clinical prototype dedicated cone-beam breast CT system with offset detector. Med Phys. 2021 Mar; 48(3):1079-1088.

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