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Malaria can be prevented, diagnosed, and treated; however, every year, there are more than 200 million cases and 200.000 preventable deaths. Malaria remains a pressing public health concern in low- and middle-income countries, especially in…

Machine Learning · Statistics 2023-03-20 África Periáñez , Andrew Trister , Madhav Nekkar , Ana Fernández del Río , Pedro L. Alonso

Malaria is the leading cause of death globally, especially in sub-Saharan African countries claiming over 400,000 deaths globally each year, underscoring the critical need for continued efforts to combat this preventable and treatable…

Recent statistics of malaria shows that over 200 million cases and estimated deaths of nearly half a million occur globally. Africa alone accounts for almost 90% of the cases. Several studies have been conducted to understand the disease…

Populations and Evolution · Quantitative Biology 2020-04-15 Babagana Modu , Nereida Polovina , Savas Konur

Improvements to Zambia's malaria surveillance system allow better monitoring of incidence and targetting of responses at refined spatial scales. As transmission decreases, understanding heterogeneity in risk at fine spatial scales becomes…

Malaria is a mosquito-borne, lethal disease that affects millions and kills hundreds of thousands of people each year. In this paper, we develop a model for allocating malaria interventions across geographic regions and time, subject to…

Populations and Evolution · Quantitative Biology 2023-09-28 Harry J. Dudley , Abhishek Goenka , Cesar J. Orellana , Susan E. Martonosi

Malaria remains a major public health concern in Ethiopia, particularly in the Amhara Region, where seasonal and unpredictable transmission patterns make prevention and control challenging. Accurately forecasting malaria outbreaks is…

Other Quantitative Biology · Quantitative Biology 2025-10-03 Kassahun Azezew , Amsalu Tesema , Bitew Mekuria , Ayenew Kassie , Animut Embiale , Ayodeji Olalekan Salau , Tsega Asresa

Health is a very important prerequisite in peoples well-being and happiness. Several studies were more focused on presenting the occurrence on specific disease like forecasting the number of dengue and malaria cases. This paper utilized the…

Computers and Society · Computer Science 2021-01-06 Florence Jean B. Talirongan , Hidear Talirongan , Markdy Y. Orong

The latest WHO report showed that the number of malaria cases climbed to 219 million last year, two million higher than last year. The global efforts to fight malaria have hit a plateau and the most significant underlying reason is…

Image and Video Processing · Electrical Eng. & Systems 2025-12-03 Sumit Kumar , Harsh Vardhan , Sneha Priya , Ayush Kumar

The study was conducted to develop an appropriate model that could predict the weekly reported Malaria incidence in the Philippines using the Box-Jenkins method.The data were retrieved from the Department of Health(DOH) website in the…

Applications · Statistics 2019-02-22 Empha Grace Perez , Roel F. Ceballos

One of the main causes of death around the globe is malaria. Researchers have sought to develop predictive models for malaria outbreaks based on meteorological data, climate data and the breeding cycle of Plasmodium, the causative agent of…

Other Quantitative Biology · Quantitative Biology 2026-05-20 Mary Opokua Ansong , Asare Yaw Obeng , Samuel King Opoku

Malaria continues to be a major public health problem on the African continent, particularly in Sub-Saharan Africa. Nonetheless, efforts are ongoing, and significant progress has been made. In Burundi, malaria is among the main public…

Machine Learning · Computer Science 2023-06-07 Daxelle Sakubu , Kelly Joelle Gatore Sinigirira , David Niyukuri

Studies in malaria control cover many areas such as medicine, sociology, biology, mathematic, physic, computer science and so forth. Researches in the realm of mathematic are conducted to predict the occurrence of the disease and to support…

Populations and Evolution · Quantitative Biology 2020-04-15 Lynda Bouzid Khiri , Ibrahima Gueye , Hubert Naacke , Idrissa Sarr , Stéphane Gançarski

Malaria is one of the deadliest infectious diseases globally, causing hundreds of thousands of deaths each year. It disproportionately affects young children, with two-thirds of fatalities occurring in under-fives. Individuals acquire…

Populations and Evolution · Quantitative Biology 2023-06-07 Zhuolin Qu , Denis Patterson , Lauren Childs , Christina Edholm , Joan Ponce , Olivia Prosper , Lihong Zhao

Malaria constitutes an important cause of human mortality. After 2009 Greece experienced a resurgence of malaria. Here, we develop a modelbased framework that integrates entomological, geographical, social and environmental evidence in…

Malaria transmission in Madagascar is highly heterogeneous, exhibiting spatial, seasonal and long-term trends. Previous efforts to map malaria risk in Madagascar used prevalence data from Malaria Indicator Surveys. These cross-sectional…

Background As more regions approach malaria elimination, understanding how different interventions interact to reduce transmission becomes critical. The Lake Kariba area of Southern Province, Zambia, is part of a multi-country elimination…

Malaria is a serious infectious disease that is responsible for over half million deaths yearly worldwide. The major cause of these mortalities is late or inaccurate diagnosis. Manual microscopy is currently considered as the dominant…

Machine Learning · Statistics 2017-08-18 Arash Mehrjou

According to the WHO, in 2021, about 32% of pregnant women in sub-Saharan Africa were infected with malaria during pregnancy. Malaria infection during pregnancy can cause various adverse birth outcomes such as low birthweight. Over the past…

The assumption that vector mortality remains constant with age is used widely to assess malaria transmission risk and predict the public health consequences of vector control strategies. However, laboratory studies commonly demonstrate…

Populations and Evolution · Quantitative Biology 2015-10-01 Sadie J. Ryan , Tal Ben-Horin , Leah R. Johnson

Mass campaigns with antimalarial drugs are potentially a powerful tool for local elimination of malaria, yet current diagnostic technologies are insufficiently sensitive to identify all individuals who harbor infections. At the same time,…

Populations and Evolution · Quantitative Biology 2016-02-17 Jaline Gerardin , Caitlin A. Bever , Busiku Hamainza , John M. Miller , Philip A. Eckhoff , Edward A. Wenger
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