Bioinformatics

📑Deep learning-based clustering approaches for bioinformatics

📘 Journal:Briefings in Bioinformatics (I.F=13.994)

🗓Publish year: 2021

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📲Channel: @Bioinformatics
#review #deep_learning #clustering

👍6🙏2

3.75K views17:52

Bioinformatics

📃Multi-omic and multi-view clustering algorithms: review and cancer benchmark

📘 Journal: Nucleic Acids Research (I.F=19.160)
🗓Publish year: 2018

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📲Channel: @Bioinformatics
#review #multi_omic #clustering #cancer

❤5👍2👏1

3.16K views08:32

Bioinformatics

📃 A comprehensive overview of graph neural network-based approaches to clustering for spatial transcriptomics

📘Journal: Computational and Structural Biotechnology Journal (I.F.=4.4)
🗓Publish year: 2024

🧑‍💻Authors: Teng Liu, Zhao-Yu Fang, Zongbo Zhang,...
🏢Universities: Chongqing University -Central South University, China

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📲Channel: @Bioinformatics
#review #transcriptomics #clustering #GNN

👍5❤1

4.88K viewsedited 02:39

Bioinformatics

📄Comprehensive Evaluation of Multi-Omics Clustering Algorithms for Cancer Molecular Subtyping

📘 Journal: International Journal of Molecular Sciences (I.F.=4.9)
🗓 Publish year: 2025

🧑‍💻Authors: Juan Wang,Lingxiao Wang,Yi Liu, ...
🏢Universities: Anhui Medical University-Beijing Institute of Lifeomics, China

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📲Channel: @Bioinformatics
#review #omics #clustering #cancer #subtyping

❤1👌1

3.81K views17:23

Bioinformatics

📜 Building Machine Learning Clustering Models for Gene Expression RNA-Seq Data
💥Technical paper in python

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📲Channel: @Bioinformatics
#python #clustering #gene_expression #rna_seq

Medium

Building Machine Learning Clustering Models for Gene Expression RNA-Seq Data

1. Introduction
2. Using Clustering Algorithms in Bioinformatics
3. Cancer Gene Expression RNA-Seq Dataset
4. K-Means Clustering Evaluation…

❤11👍2👏1

3.26K views18:37

Bioinformatics

📄 Biclustering in bioinformatics using big data and High Performance Computing applications: challenges and perspectives, a review

📓 Journal: Supercomputing (I.F.=2.7)
🗓Publish year: 2025

🧑‍💻Authors: Aurelio López-Fernández, Francisco A. Gomez-Vela, Domingo S. Rodriguez-Baena, ...
🏢Universities: Universidad de Sevilla, Universidad Pablo de Olavide, Universidad Pablo de Olavide, Universidade da Coruña, Spain - University of Hamburg, Germany

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📲Channel: @Bioinformatics
#review #biclustering #clustering #hpc

❤4👍1

2.99K views05:55

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