Deep learning for medicinal plant species classification and recognition: a systematic review

AK Mulugeta, DP Sharma, AH Mesfin - Frontiers in Plant Science, 2024 - frontiersin.org
Knowledge of medicinal plant species is necessary to preserve medicinal plants and
safeguard biodiversity. The classification and identification of these plants by botanist …

A Systematic Review of Medicinal Plant Identification Using Deep Learning

TP Tran, FU Din, L Brankovic, C Sanin… - Asian Conference on …, 2024 - Springer
Medicinal plants fulfil critical global health needs, but reliable identification poses barriers.
This systematic review analyses 30 studies on deep learning for automated medicinal plant …

Two-dimensional code enables visibly mapping herbal medicine chemome: an application in Ganoderma lucidum

Q Wang, W Liu, B Peng, X Gong, J Shi, K Zhang, B Li… - Chinese Medicine, 2023 - Springer
Background Chemical profile provides the pronounced evidence for herbal medicine (HM)
authentication; however, the chemome is extremely sophisticated. Fortunately, two …

Deep Learning untuk Identifikasi Daun Tanaman Obat Menggunakan Transfer Learning MobileNetV2

RJH Butar-Butar, NL Marpaung - Jurnal Informatika …, 2023 - ejournal.poltekharber.ac.id
Medicinal plants are plants used as alternative medicines for healing or preventing various
diseases due to their active substances. The utilization of medicinal plants in Indonesia has …

[HTML][HTML] A deep learning method for differentiating safflower germplasm using optimal leaf structure features

H ThienVan, PT Khuat, T Van, TT Tuan… - Ecological Informatics, 2025 - Elsevier
Medicinal plants, such as safflower (Carthamustinctorius), are essential in both conventional
and modern healthcare. This study evaluatesthe reliability of leaf image classification for …

Gabor filter-based statistical features for ADHD detection

E Sathiya, TD Rao, TS Kumar - Frontiers in Human Neuroscience, 2024 - frontiersin.org
Attention deficit/hyperactivity disorder (ADHD) is a neuropsychological disorder that occurs
in children and is characterized by inattention, impulsivity, and hyperactivity. Early and …

Multi-Attribute Deep CNN-Based Approach for Detecting Medicinal Plants and their Use for Skin Diseases

P Dalvi, DR Kalbande, SS Rathod… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Skin health is a critical concern for humans, especially in geographical areas where
environmental conditions and lifestyle factors adversely affect their condition, leading to a …

Query-based information retrieval system adopting whale manhattan optimization-based deep belief neural network

D Dahiya - Multimedia Tools and Applications, 2024 - Springer
Abstract The Information Retrieval system aims to discover relevant documents and display
them as query responses. However, the ever-changing nature of user queries poses a …

AI-Driven Pattern Recognition in Medicinal Plants: A Comprehensive Review and Comparative Analysis.

MA Hajam, T Arif, AMUD Khanday… - Computers …, 2024 - search.ebscohost.com
The pharmaceutical industry increasingly values medicinal plants due to their perceived
safety and cost-effectiveness compared to modern drugs. Throughout the extensive history …

A novel approach using hybrid deep features for citrus disease detection and classification based on NCA and Bayesian optimised random forest classifier

S Gondal, S Agrawal - International Journal of Services …, 2024 - inderscienceonline.com
In this paper, deep features are retrieved from the citrus disease image gallery dataset using
the AlexNet convolutional neural network. After data augmentation, the image dataset is sent …