AIMC Topic: Geography

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Comparative evaluating laser ionization and iKnife coupled with rapid evaporative ionization mass spectrometry and machine learning for geographical authentication of Larimichthys crocea.

Food chemistry Jul 20, 2024
Larimichthys crocea (LYC) holds significant economic value as a marine fish species. However, inaccuracies in labeling its origin can adversely affect consumer interests. Herein, a laser assisted rapid evaporative ionization mass spectrometry (LA-REI...
China Mass Spectrometry Machine Learning Animals Lasers Geography Fishes Seafood
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Identification of geographical origins of Gastrodia elata Blume based on multisource data fusion.

Phytochemical analysis : PCA Jun 27, 2024
INTRODUCTION: Identifying the geographical origin of Gastrodia elata Blume contributes to the scientific and rational utilization of medicinal materials. In this study, infrared spectroscopy was combined with machine learning algorithms to distinguis...
Neural Networks, Computer Least-Squares Analysis Discriminant Analysis Gastrodia Geography Algorithms Support Vector Machine Spectroscopy, Near-Infrared Spectroscopy, Fourier Transform Infrared
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Geographical origin identification of Khao Dawk Mali 105 rice using combination of FT-NIR spectroscopy and machine learning algorithms.

Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy May 19, 2024
The mislabelled Khao Dawk Mali 105 rice coming from other geographical region outside the Thung Kula Rong Hai region is extremely profitable and difficult to detect; to prevent retail fraud (that adversely affects both the food industry and consumers...
Principal Component Analysis Least-Squares Analysis Thailand Spectroscopy, Near-Infrared Geography Discriminant Analysis Oryza Neural Networks, Computer Machine Learning Algorithms
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Discovering Subgroups of Children With High Mortality in Urban Guinea-Bissau: Exploratory and Validation Cohort Study.

JMIR public health and surveillance Apr 9, 2024
BACKGROUND: The decline in global child mortality is an important public health achievement, yet child mortality remains disproportionally high in many low-income countries like Guinea-Bissau. The persisting high mortality rates necessitate targeted ...
Guinea-Bissau Child Geography Cohort Studies Child, Preschool Humans Machine Learning Infant Public Health
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A CNN-based model to count the leaves of rosette plants (LC-Net).

Scientific reports Jan 17, 2024
Plant image analysis is a significant tool for plant phenotyping. Image analysis has been used to assess plant trails, forecast plant growth, and offer geographical information about images. The area segmentation and counting of the leaf is a major c...
Geography Image Processing, Computer-Assisted Neural Networks, Computer Plant Development Plant Leaves
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Geographical traceability of soybean: An electronic nose coupled with an effective deep learning method.

Food chemistry Dec 14, 2023
The quality of soybeans is correlated with their geographical origin. It is a common phenomenon to replace low-quality soybeans from substandard origins with superior ones. This paper proposes the adaptive convolutional kernel channel attention netwo...
Glycine max Geography Electronic Nose Algorithms Deep Learning
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Intelligent Sensors for POI Recommendation Model Using Deep Learning in Location-Based Social Network Big Data.

Sensors (Basel, Switzerland) Jan 11, 2023
Aiming at the problem that the existing Point of Interest (POI) recommendation model in social network big data is difficult to extract deep feature information, a POI recommendation model based on deep learning in social networks and big data is pro...
Deep Learning Big Data Algorithms Geography Social Networking
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Identification of Chinese red wine origins based on Raman spectroscopy and deep learning.

Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy Jan 10, 2023
In this study, we combined Raman spectroscopy with deep learning for the first time to establish an accurate, simple, and fast method to identify the origin of red wines. We collected Raman spectra from 200 red wine samples of the Cabernet Sauvignon ...
Wine Deep Learning Geography Spectrum Analysis, Raman
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Remote orthopedic robotic surgery: make fracture treatment no longer limited by geography.

Science bulletin Dec 14, 2022
Orthopedics Geography Robotics Orthopedic Procedures Robotic Surgical Procedures
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Geographical classification of malaria parasites through applying machine learning to whole genome sequence data.

Scientific reports Dec 7, 2022
Malaria, caused by Plasmodium parasites, is a major global health challenge. Whole genome sequencing (WGS) of Plasmodium falciparum and Plasmodium vivax genomes is providing insights into parasite genetic diversity, transmission patterns, and can inf...
Geography Artificial Intelligence Machine Learning Genomics
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