5 results
Search Results
2. A Mini-Review on Recent Fractional Models for Agri-Food Problems.
- Author
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Tomasiello, Stefania and Macías-Díaz, Jorge E.
- Subjects
DIFFERENTIAL operators ,FRACTIONAL differential equations ,MATHEMATICAL models - Abstract
This work aims at providing a concise review of various agri-food models that employ fractional differential operators. In this context, various mathematical models based on fractional differential equations have been used to describe a wide range of problems in agri-food. As a result of this review, we found out that this new area of research is finding increased acceptance in recent years and that some reports have employed fractional operators successfully in order to model real-world data. Our results also show that the most commonly used differential operators in these problems are the Caputo, the Caputo–Fabrizio, the Atangana–Baleanu, and the Riemann–Liouville derivatives. Most of the authors in this field are predominantly from China and India. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
3. An Effective Strategy and Mathematical Model to Predict the Sustainable Evolution of the Impact of the Pandemic Lockdown.
- Author
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Harjule, Priyanka, Poonia, Ramesh Chandra, Agrawal, Basant, Saudagar, Abdul Khader Jilani, Altameem, Abdullah, Alkhathami, Mohammed, Khan, Muhammad Badruddin, Hasanat, Mozaherul Hoque Abul, and Malik, Khalid Mahmood
- Subjects
RISK perception ,COVID-19 ,MATHEMATICAL models ,STAY-at-home orders ,COVID-19 pandemic ,INFECTIOUS disease transmission ,PANDEMICS - Abstract
There have been considerable losses in terms of human and economic resources due to the current coronavirus pandemic. This work, which contributes to the prevention and control of COVID-19, proposes a novel modified epidemiological model that predicts the epidemic's evolution over time in India. A mathematical model was proposed to analyze the spread of COVID-19 in India during the lockdowns implemented by the government of India during the first and second waves. What makes this study unique, however, is that it develops a conceptual model with time-dependent characteristics, which is peculiar to India's diverse and homogeneous societies. The results demonstrate that governmental control policies and suitable public perception of risk in terms of social distancing and public health safety measures are required to control the spread of COVID-19 in India. The results also show that India's two strict consecutive lockdowns (21 days and 19 days, respectively) successfully helped delay the spread of the disease, buying time to pump up healthcare capacities and management skills during the first wave of COVID-19 in India. In addition, the second wave's severe lockdown put a lot of pressure on the sustainability of many Indian cities. Therefore, the data show that timely implementation of government control laws combined with a high risk perception among the Indian population will help to ensure sustainability. The proposed model is an effective strategy for constructing healthy cities and sustainable societies in India, which will help prevent such a crisis in the future. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
4. Data Analytics and Mathematical Modeling for Simulating the Dynamics of COVID-19 Epidemic—A Case Study of India.
- Author
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Gupta, Himanshu, Kumar, Saurav, Yadav, Drishti, Verma, Om Prakash, Sharma, Tarun Kumar, Ahn, Chang Wook, and Lee, Jong-Hyun
- Subjects
COVID-19 ,PARTICLE swarm optimization ,MATHEMATICAL models ,EPIDEMICS ,PANDEMICS ,PARAMETER estimation - Abstract
The global explosion of the COVID-19 pandemic has created worldwide unprecedented health and economic challenges which stimulated one of the biggest annual migrations globally. In the Indian context, even after proactive decisions taken by the Government, the continual growth of COVID-19 raises questions regarding its extent and severity. The present work utilizes the susceptible-infected-recovered-death (SIRD) compartment model for parameter estimation and fruitful prediction of COVID-19. Further, various optimization techniques such as particle swarm optimization (PSO), gradient (G), pattern search (PS) and their hybrid are employed to solve the considered model. The simulation study endorse the efficiency of PSO (with or without G) and G+PS+G over other techniques for ongoing pandemic assessment. The key parametric values including characteristic time of infection and death and reproduction number have been estimated as 60 days, 67 days and 4.78 respectively by utilizing the optimum results. The model assessed that India has passed its peak duration of COVID-19 with more than 81% recovery and only a 1.59% death rate. The short duration analysis (15 days) of obtained results against reported data validates the effectiveness of the developed models for ongoing pandemic assessment. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
5. Economic Evaluation of Population-Based BRCA1/BRCA2 Mutation Testing across Multiple Countries and Health Systems.
- Author
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Manchanda, Ranjit, Sun, Li, Patel, Shreeya, Evans, Olivia, Wilschut, Janneke, De Freitas Lopes, Ana Carolina, Gaba, Faiza, Brentnall, Adam, Duffy, Stephen, Cui, Bin, Coelho De Soarez, Patricia, Husain, Zakir, Hopper, John, Sadique, Zia, Mukhopadhyay, Asima, Yang, Li, Berkhof, Johannes, and Legood, Rosa
- Subjects
BREAST tumor prevention ,HEART disease related mortality ,CARRIER state (Communicable diseases) ,COST effectiveness ,DEVELOPING countries ,MATHEMATICAL models ,MEDICAL care ,MEDICAL care costs ,MEDICAL cooperation ,GENETIC mutation ,HEALTH outcome assessment ,OVARIAN tumors ,PROBABILITY theory ,RESEARCH ,WOMEN'S health ,GENETIC testing ,DEVELOPED countries ,THEORY ,BRCA genes ,QUALITY-adjusted life years ,FAMILY history (Medicine) ,MIDDLE-income countries ,LOW-income countries - Abstract
Clinical criteria/Family history-based BRCA testing misses a large proportion of BRCA carriers who can benefit from screening/prevention. We estimate the cost-effectiveness of population-based BRCA testing in general population women across different countries/health systems. A Markov model comparing the lifetime costs and effects of BRCA1/BRCA2 testing all general population women ≥30 years compared with clinical criteria/FH-based testing. Separate analyses are undertaken for the UK/USA/Netherlands (high-income countries/HIC), China/Brazil (upper–middle income countries/UMIC) and India (low–middle income countries/LMIC) using both health system/payer and societal perspectives. BRCA carriers undergo appropriate screening/prevention interventions to reduce breast cancer (BC) and ovarian cancer (OC) risk. Outcomes include OC, BC, and additional heart disease deaths and incremental cost-effectiveness ratio (ICER)/quality-adjusted life year (QALY). Probabilistic/one-way sensitivity analyses evaluate model uncertainty. For the base case, from a societal perspective, we found that population-based BRCA testing is cost-saving in HIC (UK-ICER = $−5639/QALY; USA-ICER = $−4018/QALY; Netherlands-ICER = $−11,433/QALY), and it appears cost-effective in UMIC (China-ICER = $18,066/QALY; Brazil-ICER = $13,579/QALY), but it is not cost-effective in LMIC (India-ICER = $23,031/QALY). From a payer perspective, population-based BRCA testing is highly cost-effective in HIC (UK-ICER = $21,191/QALY, USA-ICER = $16,552/QALY, Netherlands-ICER = $25,215/QALY), and it is cost-effective in UMIC (China-ICER = $23,485/QALY, Brazil−ICER = $20,995/QALY), but it is not cost-effective in LMIC (India-ICER = $32,217/QALY). BRCA testing costs below $172/test (ICER = $19,685/QALY), which makes it cost-effective (from a societal perspective) for LMIC/India. Population-based BRCA testing can prevent an additional 2319 to 2666 BC and 327 to 449 OC cases per million women than the current clinical strategy. Findings suggest that population-based BRCA testing for countries evaluated is extremely cost-effective across HIC/UMIC health systems, is cost-saving for HIC health systems from a societal perspective, and can prevent tens of thousands more BC/OC cases. [ABSTRACT FROM AUTHOR]
- Published
- 2020
- Full Text
- View/download PDF
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