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Related papers: Identification of 11 potential malaria vaccine can…

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A timely immunization can be effective against certain diseases and can save thousands of lives. However, for some diseases it has been difficult, so far, to develop an efficient vaccine. Malaria, a tropical disease caused by a parasite of…

Genomics · Quantitative Biology 2016-11-08 Raul Isea , Rafael Mayo-Garcia , Silvia Restrepo

Motivation: Machine learning methods can be used to support scientific discovery in healthcare-related research fields. However, these methods can only be reliably used if they can be trained on high-quality and curated datasets. Currently,…

Quantitative Methods · Quantitative Biology 2023-05-04 Jonas Christian Ditz , Jacqueline Wistuba-Hamprecht , Timo Maier , Rolf Fendel , Nico Pfeifer , Bernhard Reuter

The organization and mining of malaria genomic and post-genomic data is highly motivated by the necessity to predict and characterize new biological targets and new drugs. Biological targets are sought in a biological space designed from…

Quantitative Methods · Quantitative Biology 2016-08-16 L. -M. Birkholtz , O. Bastien , G. Wells , D. Grando , F. Joubert , V. Kasam , M. Zimmermann , P. Ortet , N. Jacq , S. Roy , M. Hoffmann-Apitius , V. Breton , A. I. Louw , E. Maréchal

The treatment of malaria is a global health challenge that stands to benefit from the widespread introduction of a vaccine for the disease. A method has been developed to create a live organism vaccine using the sporozoites (SPZ) of the…

Malaria is mosquito-borne blood disease caused by parasites of the genus Plasmodium. Conventional diagnostic tool for malaria is the examination of stained blood cell of patient in microscope. The blood to be tested is placed in a slide and…

Image and Video Processing · Electrical Eng. & Systems 2018-03-30 Suman Kunwar

Plasmodium (P.) falciparum and P. vivax are the two most common causes of malaria. While the majority of deaths and severe morbidity are due to P. falciparum, P. vivax poses a greater challenge to eliminating malaria outside of Africa due…

The var genes of the human malaria parasite Plasmodium falciparum present a challenge to population geneticists due to their extreme diversity, which is generated by high rates of recombination. These genes encode a primary antigen protein…

Genomics · Quantitative Biology 2013-10-22 Daniel B. Larremore , Aaron Clauset , Caroline O. Buckee

Accurate detection of Plasmodium falciparum in Giemsa-stained blood smears is an essential component of reliable malaria diagnosis, especially in developing countries. Deep learning-based object detection methods have demonstrated strong…

Computer Vision and Pattern Recognition · Computer Science 2025-11-17 Frauke Wilm , Luis Carlos Rivera Monroy , Mathias Öttl , Lukas Mürdter , Leonid Mill , Andreas Maier

A wide range of methods currently exist for testing the presence of malaria, each with its own advantages and disadvantages. New technologies are urgently needed to develop more effective diagnosis tools to fight and eradicate malaria.…

Medical Physics · Physics 2025-08-26 A. S. Kiyumbi , M. S. Tame

Plasmodium falciparum aquaglyceroporin (PfAQP) is a multifunctional channel protein in the plasma membrane of the malarial parasite that causes the most severe form of malaria infecting more than a million people a year. Finding a novel way…

Subcellular Processes · Quantitative Biology 2015-02-17 Liao Y. Chen

The emergence of cross species interactions at protein level is a part of molecular mechanisms that lead to parasitic diseases. Comprehensive modelling can capture such interactions and could be useful to understand their pathophysiology…

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,…

Image and Video Processing · Electrical Eng. & Systems 2023-04-07 Sanya Sinha , Nilay Gupta

As a cheap and safe antimalarial agent, chloroquine (CQ) has been used in the battle against malaria for more than half century. However, the mechanism of CQ action and resistance in Plasmodium falciparum remains elusive. Based on further…

Subcellular Processes · Quantitative Biology 2018-01-30 Gao-De Li

Malaria is a serious disease caused by the Plasmodium parasite that transmitted through the bite of a female Anopheles mosquito and invades human erythrocytes. Malaria must be recognized precisely in order to treat the patient in time and…

Image and Video Processing · Electrical Eng. & Systems 2019-10-01 Julisa Bana Abraham

Malaria microscopy, microscopic examination of stained blood slides to detect parasite Plasmodium, is considered to be a gold-standard for detecting life-threatening disease malaria. Detecting the plasmodium parasite requires a skilled…

Image and Video Processing · Electrical Eng. & Systems 2021-02-18 Qazi Ammar Arshad , Mohsen Ali , Saeed-ul Hassan , Chen Chen , Ayisha Imran , Ghulam Rasul , Waqas Sultani

While most studies emphasize on certain aspects of Pathogen-Host Interactions (PHI), such as the preferential attachment of bacteria or virus to its human receptor homolog, studies have attempted to methodically classify interactions among…

Molecular Networks · Quantitative Biology 2016-09-13 S. Chatterjee , B. S. Sanjeev

Improving the efficiency of malaria diagnosis is one of the main goals of current malaria research. We have recently developed a magneto-optical (MO) method which allows high-sensitivity detection of malaria pigment (hemozoin) crystals via…

Plasmodium falciparum 70 kDa heat shock proteins (PfHsp70s) are expressed at all stages of the pathogenic erythrocytic phase of the malaria parasite lifecycle. There are six PfHsp70s, all of which have orthologues in other plasmodial…

Biomolecules · Quantitative Biology 2013-07-15 Rowan Hatherley , Gregory L. Blatch , Özlem Tastan Bishop

With over 50% of the country's population at risk of contracting malaria despite the introduction of several measures to combat the disease, Zimbabwe is one of the eight countries in the Malaria Elimination 8 platform of the Southern…

Quantitative Methods · Quantitative Biology 2019-05-10 Booma Sowkarthiga Balasubramani , Marco Nanni , Shin Imai , Isabel F. Cruz
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