AIMC Topic: Quality Control

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Artificial intelligence-driven pharmaceutical industry: A paradigm shift in drug discovery, formulation development, manufacturing, quality control, and post-market surveillance.

European journal of pharmaceutical sciences : official journal of the European Federation for Pharmaceutical Sciences Oct 16, 2024
The advent of artificial intelligence (AI) has catalyzed a profound transformation in the pharmaceutical industry, ushering in a paradigm shift across various domains, including drug discovery, formulation development, manufacturing, quality control,...
Machine Learning Drug Discovery Humans Artificial Intelligence Drug Compounding Drug Industry Product Surveillance, Postmarketing Drug Development Quality Control
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Distributional uniformity quantification in heterogeneous prepared dishes combined the hyperspectral imaging technology with Moran's I: A case study of pizza.

Food chemistry Oct 5, 2024
Quality detection is critical in the development of prepared dishes, with distributional uniformity playing a significant role. This study used hyperspectral imaging (HSI) and Moran's I to quantify distributional uniformity, employing pizza as case. ...
Image Processing, Computer-Assisted Support Vector Machine Hyperspectral Imaging Quality Control Principal Component Analysis Food Handling
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Deep learning and feature reconstruction assisted vis-NIR calibration method for on-line monitoring of key growth indicators during kombucha production.

Food chemistry Sep 23, 2024
Artificial intelligence (AI) technology is advancing the digitization and intelligence development of the food industry. A promising application is using deep learning-assisted visible near-infrared (vis-NIR) spectroscopy to monitor residual sugar an...
Quality Control Calibration Deep Learning Least-Squares Analysis Neural Networks, Computer Spectroscopy, Near-Infrared
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Quality control of elbow joint radiography using a YOLOv8-based artificial intelligence technology.

European radiology experimental Sep 20, 2024
BACKGROUND: To explore an artificial intelligence (AI) technology employing YOLOv8 for quality control (QC) on elbow joint radiographs.
Middle Aged Radiography Adult Male Elbow Joint Quality Control Artificial Intelligence Female Humans
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Leveraging Supervised Machine Learning Algorithms for System Suitability Testing of Mass Spectrometry Imaging Platforms.

Journal of proteome research Sep 3, 2024
Quality control and system suitability testing are vital protocols implemented to ensure the repeatability and reproducibility of data in mass spectrometry investigations. However, mass spectrometry imaging (MSI) analyses present added complexity sin...
Humans Algorithms Reproducibility of Results Mass Spectrometry Quality Control Supervised Machine Learning
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Improved Automated Quality Control of Skeletal Wrist Radiographs Using Deep Multitask Learning.

Journal of imaging informatics in medicine Aug 26, 2024
Radiographic quality control is an integral component of the radiology workflow. In this study, we developed a convolutional neural network model tailored for automated quality control, specifically designed to detect and classify key attributes of w...
Wrist Deep Learning Humans Quality Control Radiography Neural Networks, Computer
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The Artificial Intelligence-Powered New Era in Pharmaceutical Research and Development: A Review.

AAPS PharmSciTech Aug 15, 2024
Currently, artificial intelligence (AI), machine learning (ML), and deep learning (DL) are gaining increased interest in many fields, particularly in pharmaceutical research and development, where they assist in decision-making in complex situations....
Technology, Pharmaceutical Pharmaceutical Research Drug Development Quality Control Precision Medicine Humans Drug Discovery Artificial Intelligence Machine Learning
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Deep learning models for separate segmentations of intracerebral and intraventricular hemorrhage on head CT and segmentation quality assessment.

Medical physics Aug 12, 2024
BACKGROUND: The volume measurement of intracerebral hemorrhage (ICH) and intraventricular hemorrhage (IVH) provides critical information for precise treatment of patients with spontaneous ICH but remains a big challenge, especially for IVH segmentati...
Tomography, X-Ray Computed Deep Learning Humans Quality Control Image Processing, Computer-Assisted Head Cerebral Hemorrhage
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AI support for colonoscopy quality control using CNN and transformer architectures.

BMC gastroenterology Aug 9, 2024
BACKGROUND: Construct deep learning models for colonoscopy quality control using different architectures and explore their decision-making mechanisms.
Humans Quality Control Colonoscopy Deep Learning Colonic Polyps
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Investigation of heat-induced pork batter quality detection and change mechanisms using Raman spectroscopy coupled with deep learning algorithms.

Food chemistry Aug 8, 2024
Pork batter quality significantly affects its product. Herein, this study explored the use of Raman spectroscopy combined with deep learning algorithms for rapidly detecting pork batter quality and revealing the mechanisms of quality changes during h...
Spectrum Analysis, Raman Algorithms Quality Control Meat Products Swine Animals Hot Temperature Deep Learning
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