AIMC Topic: Algorithms

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GAN Learning Methods for Bulk RNA-Seq Data and Their Interpretive Application in the Context of Disease Progression.

Methods in molecular biology (Clifton, N.J.) Jan 1, 2024
A generative adversarial network (GAN) is a generative model that consists of two adversarial networks, a discriminator and a generator, usually in the form of neural networks. One of the useful things about applying GANs is that they can synthesize ...
RNA-Seq Computational Biology Sequence Analysis, RNA Humans Neural Networks, Computer Machine Learning Algorithms Disease Progression
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Promoter Prediction in Agrobacterium tumefaciens Strain C58 by Using Artificial Intelligence Strategies.

Methods in molecular biology (Clifton, N.J.) Jan 1, 2024
Promoters are the genomic regions upstream of genes that RNA polymerase binds in order to initiate gene transcription. Understanding the regulation of gene expression depends on being able to identify promoters, because they are the most important co...
Agrobacterium tumefaciens Support Vector Machine Promoter Regions, Genetic Artificial Intelligence Algorithms Computational Biology
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An effective deep learning-based approach for splice site identification in gene expression.

Science progress Jan 1, 2024
A crucial stage in eukaryote gene expression involves mRNA splicing by a protein assembly known as the spliceosome. This step significantly contributes to generating and properly operating the ultimate gene product. Since non-coding introns disrupt e...
Algorithms Deep Learning Computational Biology Humans Neural Networks, Computer RNA Splicing Exons RNA Splice Sites RNA, Messenger Gene Expression Introns
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Multiple semantic X-ray medical image retrieval using efficient feature vector extracted by FPN.

Journal of X-ray science and technology Jan 1, 2024
OBJECTIVE: Content-based medical image retrieval (CBMIR) has become an important part of computer-aided diagnostics (CAD) systems. The complex medical semantic information inherent in medical images is the most difficult part to improve the accuracy ...
Humans Information Storage and Retrieval Algorithms Neural Networks, Computer Image Processing, Computer-Assisted Semantics Radiography X-Rays
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Development of an efficient novel method for coronary artery disease prediction using machine learning and deep learning techniques.

Technology and health care : official journal of the European Society for Engineering and Medicine Jan 1, 2024
BACKGROUND: Heart disease is a severe health issue that results in high fatality rates worldwide. Identifying cardiovascular diseases such as coronary artery disease (CAD) and heart attacks through repetitive clinical data analysis is a significant t...
Male Middle Aged Deep Learning Support Vector Machine Bayes Theorem Coronary Artery Disease Machine Learning Algorithms Humans Female Neural Networks, Computer
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Gastrointestinal tract disease detection via deep learning based structural and statistical features optimized hexa-classification model.

Technology and health care : official journal of the European Society for Engineering and Medicine Jan 1, 2024
BACKGROUND: Gastrointestinal tract (GIT) diseases impact the entire digestive system, spanning from the mouth to the anus. Wireless Capsule Endoscopy (WCE) stands out as an effective analytic instrument for Gastrointestinal tract diseases. Neverthele...
Deep Learning Humans Capsule Endoscopy Algorithms Gastrointestinal Diseases
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CNN-based glioma detection in MRI: A deep learning approach.

Technology and health care : official journal of the European Society for Engineering and Medicine Jan 1, 2024
BACKGROUND: More than a million people are affected by brain tumors each year; high-grade gliomas (HGGs) and low-grade gliomas (LGGs) present serious diagnostic and treatment hurdles, resulting in shortened life expectancies. Glioma segmentation is s...
Image Interpretation, Computer-Assisted Deep Learning Glioma Magnetic Resonance Imaging Male Middle Aged Humans Neural Networks, Computer Algorithms Female Adult Brain Neoplasms
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Analysis of pig posture detection in group-housed pigs using deep learning-based mask scoring instance segmentation.

Animal science journal = Nihon chikusan Gakkaiho Jan 1, 2024
Pig posture is closely linked with livestock health and welfare. There has been significant interest among researchers in using deep learning techniques for pig posture detection. However, this task is challenging due to variations in image angles an...
Posture Housing, Animal Algorithms Animals Swine Deep Learning Image Processing, Computer-Assisted
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Reference-free calibration method for asynchronous rotation in robotic CT.

Journal of X-ray science and technology Jan 1, 2024
BACKGROUND: Geometry calibration for robotic CT system is necessary for obtaining acceptable images under the asynchrony of two manipulators.
Humans Algorithms Computer Simulation Rotation Calibration Phantoms, Imaging Tomography, X-Ray Computed Image Processing, Computer-Assisted Robotics
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AI-Assisted Processing Pipeline to Boost Protein Isoform Detection.

Methods in molecular biology (Clifton, N.J.) Jan 1, 2024
Proteomics, the study of proteins within biological systems, has seen remarkable advancements in recent years, with protein isoform detection emerging as one of the next major frontiers. One of the primary challenges is achieving the necessary peptid...
Computational Biology Software Databases, Protein Humans Algorithms Proteomics Artificial Intelligence Peptides Protein Isoforms Proteins Search Engine
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