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A lightweight classification of adaptor proteins using transformer networks
BackgroundAdaptor proteins play a key role in intercellular signal transduction, and dysfunctional adaptor proteins result in diseases. Understanding...
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Identification of table grapes in the natural environment based on an improved Yolov5 and localization of picking points
Aiming at the difficulty in locating the picking points of table grapes in the natural environment, this paper proposed a Yolov5-CBAM-Fourth...
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Optimizing Potato Disease Classification Using a Metaheuristics Algorithm for Deep Learning: A Novel Approach for Sustainable Agriculture
Potato is a food crop at a global scale, bearing a hefty importance for the food security and nutrition of millions of people worldwide. Nonetheless,...
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Tree species classification in an extensive forest area using airborne hyperspectral data under varying light conditions
Although airborne hyperspectral data with detailed spatial and spectral information has demonstrated significant potential for tree species...
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The Vascular Plant Flora Burabay National Park, Kazakhstan: Composition, Life Form Classification and Ecological Groups
Conservation of biodiversity is one of the world’s highest priorities. Floristic studies help to quantify the botanical resources and better design...
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Ecological Aspects of Experimental Growing of Young Muksun in the Natural Environment
AbstractFeeding features of juvenile muksun Coregonus muksun (Pallas, 1814) when growing in cages installed on the channel of the Lower Ob are...
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Ornamental fish in the South African pet shop trade: potential risk to natural aquatic ecosystems
The aquarium pet trade is one of the leading pathways for the introduction of invasive species into natural ecosystems. In 2018, we surveyed pet...
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A Multi-Label Learning Framework for Predicting Chemical Classes and Biological Activities of Natural Products from Biosynthetic Gene Clusters
Natural products (NP) or secondary metabolites, as a class of small chemical molecules that are naturally synthesized by chromosomally clustered...
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Testing for synergistic effects of natural and anthropogenic disturbance on ecological communities at a landscape scale
ContextAnthropogenic and natural disturbances may interact synergistically, magnifying their individual effects on biodiversity. However, few studies...
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Indigenous Biosystematics of Enset (Ensete ventricosum [Welw.] Cheesman) in its Center of Origin and Diversity, Southwest Ethiopia: Folk Nomenclature, Classification, and Descriptors
Indigenous Biosystematics of Enset (
Ensete ventricosum [Welw.] Cheesman) in its Center of Origin and Diversity, Southwest Ethiopia: Folk...
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Environmentally dependent interactions shape patterns in gene content across natural microbiomes
Sequencing surveys of microbial communities in hosts, oceans and soils have revealed ubiquitous patterns linking community composition to...
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Natural products and their mechanisms in potential photoprotection of the skin
Exposure to solar radiation can generate different types of damage to the skin, including skin cancer. Depending on the duration of the exposure, sun...
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Preparation and applications of keratin biomaterials from natural keratin wastes
AbstractKeratin is a kind of natural polymer that is abundant in feathers, wool, and hair. Being one of the natural biomolecules, keratin has...
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Extracting cancer concepts from clinical notes using natural language processing: a systematic review
BackgroundExtracting information from free texts using natural language processing (NLP) can save time and reduce the hassle of manually extracting...
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A Novel Deep-Learning-Based CADx Architecture for Classification of Thyroid Nodules Using Ultrasound Images
Nodules of thyroid cancer occur in the cells of the thyroid as benign or malign types. Thyroid sonographic images are mostly used for diagnosis of...
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Comparison of methods for the automatic classification of forest habitat types in the Southern Alps—Application to ecological data from the French national forest inventory
The monitoring of habitats at plant association level, has been developed by the French-National Forest Inventory (NFI) progressively since 2011,...
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Antimicrobial peptides: a novel and natural approach as antibiofouling mediator
Antimicrobial peptides (AMPs) are natural ribosomal synthesized small peptides and are crucial effectors in all living organisms. AMPs are diverse...
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Melanin of fungi: from classification to application
Melanin is a secondary metabolite composed of complex heterogeneous polymers. Fungal melanin is considered to be a sustainable and biodegradable...
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Fine-grained image classification on bats using VGG16-CBAM: a practical example with 7 horseshoe bats taxa (CHIROPTERA: Rhinolophidae: Rhinolophus) from Southern China
BackgroundRapid identification and classification of bats are critical for practical applications. However, species identification of bats is a...
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Classification and Functional Characteristics of Urban Soil
Rapid urbanization in developed as well as develo** countries has put much impact on their soil properties. Urban soils are very diverse in nature,...