A Convolutional Neural Network-Based Framework for Classification of Protein Localization Using Confocal Microscopy Images

A Convolutional Neural Network-Based Framework for Classification of Protein Localization Using Confocal Microscopy Images

<p>Understanding protein subcellular localization is vital and indispensable in proteomics research. Molecular biology and computer science developments have enabled the use of computational approaches to identify proteins in cells. An excellent method for locating proteins is confocal microsc...

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Bibliographic Details
Main Author: Sonam Aggarwal (16904763) (author)
Other Authors: Sheifali Gupta (16904766) (author), Ramani Kannan (13463790) (author), Rakesh Ahuja (16904769) (author), Deepali Gupta (798607) (author), Sapna Juneja (16904772) (author), Samir Brahim Belhaouari (9427347) (author)
Published: 2022
Subjects:
Biological sciences
Bioinformatics and computational biology
Information and computing sciences
Computer vision and multimedia computation
Machine learning
Proteins
Location awareness
Protein engineering
Feature extraction
Microscopy
Convolutional neural networks
Computer architecture
Biomedical image analysis
Deep learning
Human protein atlas image classification
Protein subcellular localization prediction
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