AIMC Topic: Plant Roots

Clear Filters Showing 11 to 20 of 76 articles

AtML: An Arabidopsis thaliana root cell identity recognition tool for medicinal ingredient accumulation.

Methods (San Diego, Calif.) Sep 16, 2024
Arabidopsis thaliana synthesizes various medicinal compounds, and serves as a model plant for medicinal plant research. Single-cell transcriptomics technologies are essential for understanding the developmental trajectory of plant roots, facilitating...
Arabidopsis Transcriptome Single-Cell Analysis Plants, Medicinal Gene Expression Regulation, Plant Plant Roots Machine Learning Gene Expression Profiling
View on PubMed DOI

A Comparison of Three Automated Root-Knot Nematode Egg Counting Approaches Using Machine Learning, Image Analysis, and a Hybrid Model.

Plant disease Sep 9, 2024
spp. (root-knot nematodes [RKNs]) are a major threat to a wide range of agricultural crops worldwide. Breeding crops for RKN resistance is an effective management strategy, yet assaying large numbers of breeding lines requires laborious bioassays th...
Animals Image Processing, Computer-Assisted Plant Roots Machine Learning Nicotiana Plant Diseases Tylenchoidea Ipomoea batatas Parasite Egg Count
View on PubMed DOI

Prediction of PFAS bioaccumulation in different plant tissues with machine learning models based on molecular fingerprints.

The Science of the total environment Jul 28, 2024
Due to the wastewater irrigation or biosolid application, per- and polyfluoroalkyl substances (PFASs) have been widely detected in agriculture soil and hence crops or vegetables. Consumption of contaminated crops and vegetables is considered as an im...
Environmental Monitoring Plant Roots Soil Pollutants Machine Learning Fluorocarbons Bioaccumulation
View on PubMed DOI

Leveraging machine learning to unravel the impact of cadmium stress on goji berry micropropagation.

PloS one Jun 13, 2024
This study investigates the influence of cadmium (Cd) stress on the micropropagation of Goji Berry (Lycium barbarum L.) across three distinct genotypes (ERU, NQ1, NQ7), employing an array of machine learning (ML) algorithms, including Multilayer Perc...
Fruit Cadmium Lycium Stress, Physiological Genotype Plant Roots Machine Learning Algorithms
View on PubMed DOI

Effect of Oregon grape root extracts on P-glycoprotein mediated transport in cell lines.

Journal of pharmacy & pharmaceutical sciences : a publication of the Canadian Society for Pharmaceutical Sciences, Societe canadienne des sciences pharmaceutiques Jan 18, 2024
This study aims to investigate the potential of Oregon grape root extracts to modulate the activity of P-glycoprotein. We performed H-CsA or H-digoxin transport experiments in the absence or presence of two sources of Oregon grape root extracts (E1...
Mahonia Caco-2 Cells ATP Binding Cassette Transporter, Subfamily B, Member 1 Plant Extracts Dogs Biological Transport Madin Darby Canine Kidney Cells Plant Roots Berberine Cyclosporine Humans Digoxin Animals
View on PubMed DOI

Deep learning-based association analysis of root image data and cucumber yield.

The Plant journal : for cell and molecular biology Jan 9, 2024
The root system is important for the absorption of water and nutrients by plants. Cultivating and selecting a root system architecture (RSA) with good adaptability and ultrahigh productivity have become the primary goals of agricultural improvement. ...
Plant Roots Crops, Agricultural Image Processing, Computer-Assisted Seedlings Cucumis sativus Deep Learning
View on PubMed DOI

The rhizodynamics robot: Automated imaging system for studying long-term dynamic root growth.

PloS one Dec 21, 2023
The study of plant root growth in real time has been difficult to achieve in an automated, high-throughput, and systematic fashion. Dynamic imaging of plant roots is important in order to discover novel root growth behaviors and to deepen our underst...
Oryza Robotics Montana Plant Roots
View on PubMed DOI

Rapid analysis of hydrogen cyanide in fresh cassava roots using NIRSand machine learning algorithms: Meeting end user demand for low cyanogenic cassava.

The plant genome Nov 8, 2023
This study focuses on meeting end-users' demand for cassava (Manihot esculenta Crantz) varieties with low cyanogenic potential (hydrogen cyanide potential [HCN]) by using near-infrared spectrometry (NIRS). This technology provides a fast, accurate, a...
Support Vector Machine Plant Roots Manihot Hydrogen Cyanide Least-Squares Analysis Algorithms Spectroscopy, Near-Infrared Machine Learning
View on PubMed DOI

Early Identification of Root Damages Caused by Western Corn Rootworms Using a Minimally Invasive Root Phenotyping Robot-MISIRoot.

Sensors (Basel, Switzerland) Jun 28, 2023
Western corn rootworm (WCR) is one of the most devastating corn rootworm species in North America because of its ability to cause severe production loss and grain quality damage. To control the loss, it is important to identify the infection of WCR a...
Animals Larva Plant Roots Zea mays Robotics Coleoptera
View on PubMed DOI

Identification of geographical origins of Radix Paeoniae Alba using hyperspectral imaging with deep learning-based fusion approaches.

Food chemistry Apr 19, 2023
The Radix Paeoniae Alba (Baishao) is a traditional Chinese medicine (TCM) with numerous clinical and nutritional benefits. Rapid and accurate identification of the geographical origins of Baishao is crucial for planters, traders and consumers. Hypers...
Drugs, Chinese Herbal Hyperspectral Imaging Medicine, Chinese Traditional Plant Roots Deep Learning
View on PubMed DOI
Popular Topics
Recent Journals