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2022
Capturing the Latent Space of an Autoencoder for Multi-omics Integration and Cancer Subtyping
Madhumita and Sushmita Paul
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January 2022
Recursive Multi-view Integration for Subtypes Identification of Cervical Cancer
Madhumita , Archit Dwivedi, and Sushmita Paul
2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
DOI: 10.1109/BIBM52615.2021.9669481
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2021
Pattern Recognition Algorithms for Multi-Omics Data Analysis
Sushmita Paul and Madhumita
Systems Medicine Integrative, Qualitative and Computational Approaches, Academic Press
DOI: 10.1016/B978-0-12-801238-3.11538-7
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2021
CorGO: An Integrated Method for Clustering Functionally Similar Genes
Namrata Pant, Madhumita , and Sushmita Paul
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2020
A Feature Weighting-Assisted Approach for Cancer Subtypes Identification from Paired Expression profiles
Madhumita and Sushmita Paul
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December 2019
Importance of Feature Weighing in Cervical Cancer Subtypes Identification
Madhumita and Sushmita Paul
2019 IEEE 19th International Conference on Bioinformatics and Bioengineering (BIBE) at Athens, Greece
DOI: 10.1109/BIBE.2019.00024
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2019
RFCM3: Computational Method for Identification of miRNA-mRNA Regulatory Modules in Cervical Cancer
Sushmita Paul and Madhumita
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November 2018
Robust Computational Method for Identification of miRNA-mRNA Modules in Cervical Cancer
Sushmita Paul and Madhumita
2018 IEEE International Conference on Data Mining Workshops (ICDMW), Singapore
DOI: 10.1109/ICDMW.2018.00112
2022
A Review on Methods for Predicting miRNA-mRNA Regulatory Modules