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Malaria is usually diagnosed by a microbiologist by examining a small sample of blood smear. Reducing mortality from malaria infection is possible if it is diagnosed early and followed with appropriate treatment. While the WHO has set…

计算机视觉与模式识别 · 计算机科学 2023-03-22 Onyekachukwu R. Okonji

This study aims to understand the factors that resulted in under-five children's malnutrition from the Multiple Indicator Cluster (MICS-2019) nationwide surveys and classify different malnutrition stages based on the four well-established…

机器学习 · 计算机科学 2024-12-10 Tasfin Mahmud , Tayab Uddin Wara , Chironjeet Das Joy

Birth weight serves as a fundamental indicator of neonatal health, closely linked to both early medical interventions and long-term developmental risks. Traditional predictive models, often constrained by limited feature selection and…

Integrating machine learning techniques in healthcare becomes very common nowadays, and it contributes positively to improving clinical care and health decisions planning. Anemia and malaria are two life-threatening diseases in Africa that…

机器学习 · 计算机科学 2021-08-10 Boubacar Sow , Hiroki Suguri , Hamid Mukhtar , Hafiz Farooq Ahmad

Malaria remains a serious health challenge in the Comoros Islands, despite ongoing control efforts. Past studies have shown reductions in cases due to prevention and treatment measures, but little work has been done to forecast future…

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…

种群与进化 · 定量生物学 2020-04-15 Babagana Modu , Nereida Polovina , Savas Konur

According to the World Malaria Report of 2022, 247 million cases of malaria and 619,000 related deaths were reported in 2021. This highlights the predominance of the disease, especially in the tropical and sub-tropical regions of Africa,…

图像与视频处理 · 电气工程与系统科学 2023-04-07 Sanya Sinha , Nilay Gupta

Plasmodium vivax populations are more resistant to malaria control strategies than Plasmodium falciparum, maintaining high genetic diversity and gene flow even at low transmission. To quantify the impact of declining transmission on P.…

Failure to receive post-natal care within first week of delivery causes a 3% increase in the possibility of Acute Respiratory Infection in children under five. Mothers with unpaid maternity leave put their children at a risk of 3.9%…

综合经济学 · 经济学 2020-09-01 Danny Turkson , Joy Kafui Ahiabor

Malaria is a serious global health problem which is especially devastating to the developing world. Mosquitoes are the carriers of the parasite responsible for the disease, and hence malaria control programs focus on controlling mosquito…

动力系统 · 数学 2016-06-17 Bhushan Kotnis , Joy Kuri

BACKGROUND There is an increasing demand for high quality subnational estimates of under-five mortality. In low and middle income countries, where the burden of under-five mortality is concentrated, vital registration is often lacking and…

统计方法学 · 统计学 2020-11-17 Katie Wilson , Jon Wakefield

We have probed how the birefringence of a healthy red blood cell (RBC) changes as it becomes infected by a malarial parasite. By analyzing the polarization properties of light transmitted through a single, optically-trapped cell we…

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…

种群与进化 · 定量生物学 2023-09-28 Harry J. Dudley , Abhishek Goenka , Cesar J. Orellana , Susan E. Martonosi

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,…

种群与进化 · 定量生物学 2016-02-17 Jaline Gerardin , Caitlin A. Bever , Busiku Hamainza , John M. Miller , Philip A. Eckhoff , Edward A. Wenger

Undernutrition, resulting in restricted growth, and quantified here using height-for-age z-scores, is an important contributor to childhood morbidity and mortality. Since all levels of mild, moderate and severe undernutrition are of…

应用统计 · 统计学 2015-12-08 Mariel M. Finucane , Christopher J. Paciorek , Gretchen A. Stevens , Majid Ezzati

Malaria can be diagnosed by the presence of parasites and symptoms (usually fever) due to the parasites. In endemic areas, however, an individual may have fever attributable either to malaria or to other causes. Thus, the parasite level of…

统计方法学 · 统计学 2025-07-22 Zhaoyang Tian , Kun Liang , Pengfei Li

Malaria remains a significant global health burden, particularly in resource-limited regions where timely and accurate diagnosis is critical to effective treatment and control. Deep Learning (DL) has emerged as a transformative tool for…

机器学习 · 计算机科学 2025-01-03 Kiswendsida Kisito Kabore , Desire Guel

The white dwarf mass distribution has been studied primarily at two extremes: objects that presumably evolved as single stars and members of close binaries that likely underwent substantial interaction. This work considers the intermediate…

太阳与恒星天体物理 · 物理学 2025-01-17 Sahar Shahaf

This paper shows that the mid-20th century was characterised by a considerable reduction in breastfeeding rates, reducing from over 80% in the late 1930s to just over 40% only three decades later. We investigate how maternal breastfeeding…

综合经济学 · 经济学 2026-02-04 Marco Francesconi , Stephanie von Hinke , Emil N. Sørensen

Why do people engage in certain behavior. What are the effects of social expectations and perceptions of community behavior and beliefs on own behavior. Given that proper infant feeding practices are observable and have significant health…

综合经济学 · 经济学 2021-03-18 Cristina Bicchieri , Upasak Das , Samuel Gant , Rachel Sander