Harnessing big data analytics for healthcare: A comprehensive review of frameworks, implications, applications, and impacts

A Ahmed, R **, M Hou, SA Shah, S Hameed - IEEE Access, 2023 - ieeexplore.ieee.org
Big Data Analytics (BDA) has garnered significant attention in both academia and industries,
particularly in sectors such as healthcare, owing to the exponential growth of data and …

Fruit and vegetable disease detection and classification: Recent trends, challenges, and future opportunities

S Gupta, AK Tripathi - Engineering Applications of Artificial Intelligence, 2024 - Elsevier
Fruits and vegetables are major sources of nutrients for the majority of the population across
the globe. With the rapid increase in population, the objectives of the future agro-industry are …

Fruit ripeness identification using YOLOv8 model

B **ao, M Nguyen, WQ Yan - Multimedia Tools and Applications, 2024 - Springer
Deep learning-based visual object detection is a fundamental aspect of computer vision.
These models not only locate and classify multiple objects within an image, but they also …

[HTML][HTML] A hybrid explainable ensemble transformer encoder for pneumonia identification from chest X-ray images

CC Ukwuoma, Z Qin, MBB Heyat, F Akhtar… - Journal of Advanced …, 2023 - Elsevier
Introduction Pneumonia is a microorganism infection that causes chronic inflammation of the
human lung cells. Chest X-ray imaging is the most well-known screening approach used for …

[HTML][HTML] DenseNet-201 and Xception pre-trained deep learning models for fruit recognition

F Salim, F Saeed, S Basurra, SN Qasem… - Electronics, 2023 - mdpi.com
With the dramatic increase of the global population and with food insecurity increasing, it
has become a major concern for both individuals and governments to fulfill the need for …

[HTML][HTML] Improved classification approach for fruits and vegetables freshness based on deep learning

M Mukhiddinov, A Muminov, J Cho - Sensors, 2022 - mdpi.com
Classification of fruit and vegetable freshness plays an essential role in the food industry.
Freshness is a fundamental measure of fruit and vegetable quality that directly affects the …

Vision based fruit recognition and positioning technology for harvesting robots

Y Yang, Y Han, S Li, Y Yang, M Zhang, H Li - Computers and Electronics in …, 2023 - Elsevier
Fruit harvesting robot operations in unstructured agricultural environments have been facing
both accuracy and speed challenges, and vision-based control plays an important role in …

RDE-YOLOv7: an improved model based on YOLOv7 for better performance in detecting dragon fruits

J Zhou, Y Zhang, J Wang - Agronomy, 2023 - mdpi.com
There is a great demand for dragon fruit in China and Southeast Asia. Manual picking of
dragon fruit requires a lot of labor. It is imperative to study the dragon fruit-picking robot. The …

Object detection and recognition techniques based on digital image processing and traditional machine learning for fruit and vegetable harvesting robots: An overview …

F **ao, H Wang, Y Li, Y Cao, X Lv, G Xu - Agronomy, 2023 - mdpi.com
The accuracy, speed, and robustness of object detection and recognition are directly related
to the harvesting efficiency, quality, and speed of fruit and vegetable harvesting robots. In …