AIMC Topic: Plants

Clear Filters Showing 61 to 70 of 186 articles

Deep Learning-Assisted Repurposing of Plant Compounds for Treating Vascular Calcification: An In Silico Study with Experimental Validation.

Oxidative medicine and cellular longevity Jan 5, 2022
BACKGROUND: Vascular calcification (VC) constitutes subclinical vascular burden and increases cardiovascular mortality. Effective therapeutics for VC remains to be procured. We aimed to use a deep learning-based strategy to screen and uncover plant c...
Humans Machine Learning Deep Learning Plants Vascular Calcification Algorithms Computer Simulation
View on PubMed DOI

Structure analysis and non-invasive detection of cadmium-phytochelatin2 complexes in plant by deep learning Raman spectrum.

Journal of hazardous materials Dec 31, 2021
Plants synthesize phytochelatins to chelate in vivo toxic heavy metal ions and produce nontoxic complexes for tolerating the stress. Detection of the complexes would simplify the identification of high phytoremediation cultivars, as well as assessmen...
Cadmium Metals, Heavy Deep Learning Phytochelatins Plants
View on PubMed DOI

Fine scale prediction of ecological community composition using a two-step sequential Machine Learning ensemble.

PLoS computational biology Dec 6, 2021
Prediction is one of the last frontiers in ecology. Indeed, predicting fine-scale species composition in natural systems is a complex challenge as multiple abiotic and biotic processes operate simultaneously to determine local species abundances. On ...
Machine Learning Computational Biology Models, Biological Plants Algorithms Biota
View on PubMed DOI

Using k-mer embeddings learned from a Skip-gram based neural network for building a cross-species DNA N6-methyladenine site prediction model.

Plant molecular biology Nov 29, 2021
This study used k-mer embeddings as effective feature to identify DNA N6-Methyladenine sites in plant genomes and obtained improved performance without substantial effort in feature extraction, combination and selection. Identification of DNA N6-meth...
Databases, Genetic Models, Biological Surveys and Questionnaires ROC Curve Base Sequence Adenine DNA, Plant Plants Nucleotides Neural Networks, Computer Algorithms
View on PubMed DOI

Automated color detection in orchids using color labels and deep learning.

PloS one Oct 27, 2021
The color of particular parts of a flower is often employed as one of the features to differentiate between flower types. Thus, color is also used in flower-image classification. Color labels, such as 'green', 'red', and 'yellow', are used by taxonom...
Flowers Color Algorithms Plants Deep Learning
View on PubMed DOI

Application of Neural Network Model Based on Multispecies Evolutionary Genetic Algorithm to Planning and Design of Diverse Plant Landscape.

Computational intelligence and neuroscience Oct 18, 2021
In order to explore the feasibility of applying neural network model to landscape planning, based on the multispecies evolutionary genetic algorithm, a neural network model is proposed in this paper for the system design of diverse plant landscape pl...
Seasons Ecosystem Neural Networks, Computer Plants Algorithms
View on PubMed DOI

Green Smart Campus Monitoring and Detection Using LoRa.

Sensors (Basel, Switzerland) Oct 1, 2021
Along with the rapid development of sensing systems and wireless transmission technology, the scope of application of the IoT has substantially increased, and research and innovation that integrate artificial intelligence. This study integrated civil...
Cold Temperature Sunlight Wireless Technology Artificial Intelligence Plants
View on PubMed DOI

Camera Assisted Roadside Monitoring for Invasive Alien Plant Species Using Deep Learning.

Sensors (Basel, Switzerland) Sep 13, 2021
Invasive alien plant species (IAPS) pose a threat to biodiversity as they propagate and outcompete natural vegetation. In this study, a system for monitoring IAPS on the roadside is presented. The system consists of a camera that acquires images at h...
Biodiversity Introduced Species Deep Learning Plants Neural Networks, Computer
View on PubMed DOI

Untangling the Animacy Organization of Occipitotemporal Cortex.

The Journal of neuroscience : the official journal of the Society for Neuroscience Jul 6, 2021
Some of the most impressive functional specializations in the human brain are found in the occipitotemporal cortex (OTC), where several areas exhibit selectivity for a small number of visual categories, such as faces and bodies, and spatially cluster...
Magnetic Resonance Imaging Animals Occipital Lobe Male Humans Brain Mapping Neural Networks, Computer Temporal Lobe Life Young Adult Face Female Plants Adult Physical Appearance, Body Human Body Random Allocation Judgment
View on PubMed DOI

Automated Extraction of Phenotypic Leaf Traits of Individual Intact Herbarium Leaves from Herbarium Specimen Images Using Deep Learning Based Semantic Segmentation.

Sensors (Basel, Switzerland) Jul 2, 2021
With the increase in the digitization efforts of herbarium collections worldwide, dataset repositories such as iDigBio and GBIF now have hundreds of thousands of herbarium sheet images ready for exploration. Although this serves as a new source of pl...
Image Processing, Computer-Assisted Plant Leaves Deep Learning Plants Semantics
View on PubMed DOI
Popular Topics
Recent Journals