AIMC Topic: Quality Control

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Applications of Hyperspectral Imaging Technology Combined with Machine Learning in Quality Control of Traditional Chinese Medicine from the Perspective of Artificial Intelligence: A Review.

Critical reviews in analytical chemistry May 29, 2023
Traditional Chinese medicine (TCM) is the treasure of China, and the quality control of TCM is of crucial importance. In recent years, with the quick rise of artificial intelligence (AI) and the rapid development of hyperspectral imaging (HSI) techno...
Hyperspectral Imaging Quality Control Artificial Intelligence Humans Medicine, Chinese Traditional Machine Learning
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Quality control system for mammographic breast positioning using deep learning.

Scientific reports May 1, 2023
This study proposes a deep convolutional neural network (DCNN) classification for the quality control and validation of breast positioning criteria in mammography. A total of 1631 mediolateral oblique mammographic views were collected from an open da...
Neural Networks, Computer Mammography Quality Control Image Processing, Computer-Assisted Deep Learning
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Application of an AI image analysis and classification approach to characterise dissolution and precipitation events in the flow through apparatus.

European journal of pharmaceutics and biopharmaceutics : official journal of Arbeitsgemeinschaft fur Pharmazeutische Verfahrenstechnik e.V Apr 27, 2023
Imaging and artificial intelligence (AI) approaches have been used with increasing frequency in pharmaceutical industry in recent years. Characterisation of processes such as drug dissolution and precipitation is vital in quality control testing and ...
Quality Control Chemistry, Pharmaceutical Drug Liberation Solubility Artificial Intelligence
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Digital by design approach to develop a universal deep learning AI architecture for automatic chromatographic peak integration.

Biotechnology and bioengineering Apr 22, 2023
Chromatographic data processing has garnered attention due to multiple Food and Drug Administration 483 citations and warning letters, highlighting the need for a robust technological solution. The healthcare industry has the potential to greatly ben...
Artificial Intelligence Deep Learning Neural Networks, Computer Humans Quality Control Chromatography United States
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Quality assessment of traditional Chinese medicine based on data fusion combined with machine learning: A review.

Critical reviews in analytical chemistry Mar 26, 2023
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 concern due to increased demand and shortage of resources. Recentl...
Quality Control Drugs, Chinese Herbal Machine Learning Medicine, Chinese Traditional Humans
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Improving quality control in the routine practice for histopathological interpretation of gastrointestinal endoscopic biopsies using artificial intelligence.

PloS one Dec 15, 2022
BACKGROUND: Colorectal and gastric cancer are major causes of cancer-related deaths. In Korea, gastrointestinal (GI) endoscopic biopsy specimens account for a high percentage of histopathologic examinations. Lack of a sufficient pathologist workforce...
Colorectal Neoplasms Biopsy Artificial Intelligence Quality Control Humans Endoscopy, Gastrointestinal
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Convolutional neural network -based phantom image scoring for mammography quality control.

BMC medical imaging Dec 7, 2022
BACKGROUND: Visual evaluation of phantom images is an important, but time-consuming part of mammography quality control (QC). Consistent scoring of phantom images over the device's lifetime is highly desirable. Recently, convolutional neural networks...
Humans Quality Control Neural Networks, Computer
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Application of a convolutional neural network to the quality control of MRI defacing.

Computers in biology and medicine Oct 18, 2022
Large-scale neuroimaging datasets present unique challenges for automated processing pipelines. Motivated by a large clinical trials dataset with over 235,000 MRI scans, we consider the challenge of defacing - anonymisation to remove identifying faci...
Neuroimaging Magnetic Resonance Imaging Quality Control Neural Networks, Computer Image Processing, Computer-Assisted Brain
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Application of Deep-Learning Algorithm Driven Intelligent Raman Spectroscopy Methodology to Quality Control in the Manufacturing Process of Guanxinning Tablets.

Molecules (Basel, Switzerland) Oct 17, 2022
Coupled with the convolutional neural network (CNN), an intelligent Raman spectroscopy methodology for rapid quantitative analysis of four pharmacodynamic substances and soluble solid in the manufacture process of Guanxinning tablets was established....
Spectroscopy, Near-Infrared Spectrum Analysis, Raman Deep Learning Rosmarinic Acid Quality Control Least-Squares Analysis Tablets
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Protocol for fast scRNA-seq raw data processing using scKB and non-arbitrary quality control with COPILOT.

STAR protocols Sep 30, 2022
We describe a protocol to perform fast and non-arbitrary quality control of single-cell RNA sequencing (scRNA-seq) raw data using scKB and COPILOT. scKB is a wrapper script of kallisto and bustools for accelerated alignment and transcript count matri...
Sequence Analysis, RNA Single-Cell Analysis Software Single-Cell Gene Expression Analysis Quality Control
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