AI Medical Compendium Journal:
Planta

Showing 1 to 4 of 4 articles

Unlocking the potential of essential oils in aromatic plants: a guide to recovery, modern innovations, regulation and AI integration.

Planta
Essential oils recovered from aromatic plants hold tremendous potential across diverse fields, which include therapeutic, industrial, and technological domains. Integrating advanced recovery techniques, regulatory frameworks, and AI-driven innovation...

PhenoBot: an automated system for leaf area analysis using deep learning.

Planta
A low-cost dynamic image capturing and analysis pipeline using color-based deep learning segmentation was developed for direct leaf area estimation of multiple crop types in a commercial environment. Crop yield is largely driven by intercepted radiat...

Machine learning approaches outperform distance- and tree-based methods for DNA barcoding of Pterocarpus wood.

Planta
Machine-learning approaches (MLAs) for DNA barcoding outperform distance- and tree-based methods on identification accuracy and cost-effectiveness to arrive at species-level identification of wood. DNA barcoding is a promising tool to combat illegal ...

A deep convolutional neural network approach for predicting phenotypes from genotypes.

Planta
Deep learning is a promising technology to accurately select individuals with high phenotypic values based on genotypic data. Genomic selection (GS) is a promising breeding strategy by which the phenotypes of plant individuals are usually predicted b...