Quality assessment of traditional Chinese medicine based on data fusion combined with machine learning: A review

R Ding, L Yu, C Wang, S Zhong… - Critical reviews in …, 2024 - Taylor & Francis
The authenticity and quality of traditional Chinese medicine (TCM) directly impact clinical
efficacy and safety. Quality assessment of traditional Chinese medicine (QATCM) is a global …

Acoustic vibration technology: Toward a promising fruit quality detection method

C Ding, Z Feng, D Wang, D Cui… - … Reviews in Food Science …, 2021 - Wiley Online Library
Understanding fruit quality is an effective way to reduce fruit loss and waste by providing
proper strategies for fruit processing and management. Various noninvasive technologies …

[HTML][HTML] Nondestructive methods for determining the firmness of apple fruit flesh

Z Fathizadeh, M Aboonajmi… - Information Processing in …, 2021 - Elsevier
Nowadays, many researches have been accomplished on the attributed quality assessment
of agricultural products. Fruits have significantly contributed to these researches because of …

[HTML][HTML] Diving deep into the data: a review of deep learning approaches and potential applications in foodomics

LC Class, G Kuhnen, S Rohn, J Kuballa - Foods, 2021 - mdpi.com
Deep learning is a trending field in bioinformatics; so far, mostly known for image processing
and speech recognition, but it also shows promising possibilities for data processing in food …

Application of nondestructive techniques for peach (Prunus persica) quality inspection: A review

H Qi, J Luo, X Wu, C Zhang - Journal of Food Science, 2024 - Wiley Online Library
Peaches are highly valued for their rich nutritional content. Traditional fruit quality accessing
methods (ie, manual squeezing the fruit for firmness) are both subjective and destructive …

[HTML][HTML] Detection of sub-healthy apples with moldy core using deep-shallow learning for vibro-acoustic multi-domain features

K Zhao, H Li, Z Zha, M Zhai, J Wu - Measurement: Food, 2022 - Elsevier
The apples with early moldy-core symptoms are in the sub-healthy status and still keep
commodity value. The accurate recognition of sub-healthy fruit with moldy core is a valuable …

[HTML][HTML] Advancement in Measurement and AI-Driven Predictions of Maturity Indices in Kinnow (Citrus nobilis x Citrus deliciosa): A Comprehensive Review

S Ghanghas, N Kumar, S Kumar, VK Singh - Food Physics, 2024 - Elsevier
Kinnow also known as mandarin are popular fruits worldwide for their refreshing flavor and
nutritional benefits. Their quality standards vary globally due to differences in climatic …

Apple firmness prediction during shelf life using the finite element method and acoustic vibration response

Z Fathizadeh, M Aboonajmi, SR Hassan-Beygi - Erwerbs-Obstbau, 2023 - Springer
The geometric model of apple fruit was designed according to the properties and
dimensions of 'Gala'apples that were harvested from apple orchards in the Damavand …

Crack identification of Yunnan walnuts based on acoustic vibration and feature fusion

H Zhang, L Li, L Tian, F Zhang, L Shi… - Journal of Food …, 2023 - Wiley Online Library
Cracks in walnuts during processing and storage can adversely affect their quality and
cause economic losses. To achieve efficient identification of cracked walnuts, this study …

Deep Learning-Based Classification of Rotten Fruits and Identification of Shelf Life.

SS Reka, A Bagelikar, P Venugopal… - Computers …, 2024 - search.ebscohost.com
The freshness of fruits is considered to be one of the essential characteristics for consumers
in determining their quality, flavor and nutritional value. The primary need for identifying …