AIMC Topic: Endoplasmic Reticulum
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An Approach to Differentiate Cell Painted ER and Cytoplasm Using Zernike Moment Descriptor and Multilayer Perceptron.
Studies in health technology and informatics
Jun 29, 2022
Differentiation of cell organelle characteristics from microscopic images is a challenging task due to its intricate structural details. In this work, an attempt has been made to categorize Endoplasmic Reticulum (ER) and cytoplasm using orthogonal Ze...
DM3Loc: multi-label mRNA subcellular localization prediction and analysis based on multi-head self-attention mechanism.
Nucleic acids research
May 7, 2021
Subcellular localization of messenger RNAs (mRNAs), as a prevalent mechanism, gives precise and efficient control for the translation process. There is mounting evidence for the important roles of this process in a variety of cellular events. Computa...
mRNALoc: a novel machine-learning based in-silico tool to predict mRNA subcellular localization.
Nucleic acids research
Jul 2, 2020
Recent evidences suggest that the localization of mRNAs near the subcellular compartment of the translated proteins is a more robust cellular tool, which optimizes protein expression, post-transcriptionally. Retention of mRNA in the nucleus can regul...
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