LSTM based prediction of malaria abundances using big data

T Santosh, D Ramesh, D Reddy - Computers in biology and medicine, 2020 - Elsevier
Malaria prevails in subtropical countries where health monitoring facilities are minimal. Time
series prediction models are required to forecast malaria and minimize the effect of this …

[HTML][HTML] Artificial neural network based prediction of malaria abundances using big data: A knowledge capturing approach

S Thakur, R Dharavath - Clinical Epidemiology and Global Health, 2019 - Elsevier
Background and objective Malaria is one of the most prevalent diseases in urban areas.
Malaria flourishes in sub-tropical countries and affect the public health. The impact is very …

Weather integrated malaria prediction system using Bayesian structural time series model for northeast states of India

H Vavilala, N Yaladanda, P Krishna Kondeti… - … Science and Pollution …, 2022 - Springer
Malaria is an endemic disease in India and targeted to eliminate by the year 2030. The
present study is aimed at understanding the epidemiological patterns of malaria …

[HTML][HTML] Burden of asymptomatic malaria among a tribal population in a forested village of central India: a hidden challenge for malaria control in India

MK Chourasia, K Raghavendra, RM Bhatt, DK Swain… - Public health, 2017 - Elsevier
Abstract Objective Chhattisgarh in India is a malaria-endemic state with seven southern
districts that contributes approximately 50–60% of the reported malaria cases in the state …

Declining transmission of malaria in India: accelerating towards elimination

S Dhiman, V Veer, V Dev - Towards Malaria Elimination-A Leap …, 2018 - books.google.com
India is ecologically vast and has close to a billion-population living at risk of malaria. Given
the evidence-based present-day intervention tools and large-scale implementation, India …

Assessing Asymptomatic Malaria Carriage of Plasmodium falciparum and Non-falciparum Species in Children Resident in Nkolbisson, Yaoundé, Cameroon

NM Akindeh, LN Ngum, PTN Niba, IM Ali, OLO Ayem… - Children, 2021 - mdpi.com
Malaria is still a threat to public health as it remains the first endemic disease in the world. It
is a pervasive parasitic disease in tropical and subtropical regions where asymptomatic …

Additional burden of asymptomatic and sub-patent malaria infections during low transmission season in forested tribal villages in Chhattisgarh, India

MK Chourasia, K Raghavendra, RM Bhatt, DK Swain… - Malaria journal, 2017 - Springer
Background The burden of sub-patent malaria is difficult to recognize in low endemic areas
due to limitation of diagnostic tools, and techniques. Polymerase chain reaction (PCR), a …

The synergistic effect of climatic factors on malaria transmission: a predictive approach for northeastern states of India

N Yaladanda, R Mopuri, H Vavilala, KR Bhimala… - … Science and Pollution …, 2023 - Springer
The northeast region of India is highlighted as the most vulnerable region for malaria. This
study attempts to explore the epidemiological profile and quantify the climate-induced …

[HTML][HTML] Impact of long-lasting insecticidal nets on prevalence of subclinical malaria among children in the presence of pyrethroid resistance in Anopheles culicifacies …

MK Chourasia, R Kamaraju, I Kleinschmidt… - International journal of …, 2017 - Elsevier
Background Subclinical (asymptomatic) cases of malaria could be a major barrier to the
success of malaria elimination programs. This study has evaluated the impact of long-lasting …

[HTML][HTML] Malaria elimination in Bhutan: asymptomatic malaria cases in the Bhutanese population living in malaria-risk areas and in migrant workers from India

S Wangchuk, S Gyeltshen, K Dorji, T Wangdi… - Revista do Instituto de …, 2019 - SciELO Brasil
In 2018, Bhutan reported 54 cases of malaria, of which six were indigenous, 14 introduced
and 34 imported. Considering the continuous reduction in the number of indigenous cases …