Download full-text PDF |
Source |
|---|---|
| http://dx.doi.org/10.7748/ns.23.10.26.s30 | DOI Listing |
Publication Analysis
Top Keywords
Similar Publications
Generalized fractional optimization-based explainable lightweight CNN model for malaria disease classification.
Comput Biol Med
December 2024
Future Technology Research Center, National Yunlin University of Science and Technology, 123 University Road, Section 3, Douliou, Yunlin, 64002, Taiwan. Electronic address:
Over the past few decades, machine learning and deep learning (DL) have incredibly influenced a broader range of scientific disciplines. DL-based strategies have displayed superior performance in image processing compared to conventional standard methods, especially in healthcare settings. Among the biggest threats to global public health is the fast spread of malaria.
View Article and Find Full Text PDFGlobal warming is one of the biggest threats to global biodiversity causing not only changes in the patterns of precipitation and temperature but also disturbing ecological interactions. The aim of our study was to forecast the effect of climate change on the distribution of food-deceptive orchid species whose pollination strategy relies on a strict association with pollinators and co-occurring rewarding Faboideae plants. We used the ecological niche modeling approach to evaluate future overlap of the suitable niches of studied orchid species with the predicted distribution of their ecological partners.
View Article and Find Full Text PDFand markers of resistance to sulfadoxine-pyrimethamine five years (2016-2020) after the implementation of seasonal malaria chemoprevention in Cameroon.
Wellcome Open Res
June 2024
MARCAD Program, The biotechnology Centre, University of Yaounde I, Yaounde, Centre, P 0 Box 8094, Cameroon.
Background: Antimalarial drug resistance is a major challenge in the fight against malaria. Cameroon implemented seasonal malaria chemoprevention (SMC) with sulfadoxine-pyrimethamine and amodiaquine (SPAQ) to over 1.5 million children aged 3-59 months from 2016, raising concerns whether drug pressure may lead to a selection of known parasite resistance mutations.
View Article and Find Full Text PDFRural Households' Vulnerability to Climate Variability and Adaptation Strategies in the Case of Begemdir District, Amhara Region, Ethiopia.
Environ Manage
December 2024
Department of Geography and Environmental Studies, Injibara University, P.O. Box 40, Injibara, Ethiopia.
Climate change vulnerability is the biggest threat to ecosystems and economies of the world. Hence, this study aims to assess the vulnerability to climate variability adaptation strategies of rural households in Begemdir District, Northwest Ethiopia. In this study, the cross-sectional research design was used to gain a wider and better understanding of vulnerability to climate variability.
View Article and Find Full Text PDFMachine learning-aided identification of natural compounds targeting Marburg virus VP40 with potential antiviral activity.
J Biomol Struct Dyn
December 2024
Special Infectious Agents Unit - BSL3, King Fahd Medical Research Center, King Abdulaziz University, Jeddah, Saudi Arabia.
Marburg virus infection poses a significant threat to humans due to its high fatality rate. The application of in-silico drug design to target the essential protein target of the virus has been proven to be a fundamental technique to inhibit viral growth. Here, VP40 (a matrix protein) was used as an essential protein target of Marburg, and 2569 natural compounds were screened using the molecular docking and neural network-based DeepPurpose architecture.
View Article and Find Full Text PDFWant AI Summaries of new PubMed Abstracts delivered to your In-box?
Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!