📑Artificial Intelligence in Healthcare: Review and Prediction Case Studies

📘Journal: Engineering (I.F.=12.834)
🗓Publish year: 2020

📎 Study the paper

📲Channel: @Bioinformatics
#review #ai #machine_learning #bimedical #healthcare

📁Bioinformatics Guide
💥A guide covering the Bioinformatics including the applications, libraries and tools that will make you a better and more efficient with Bioinformatics development.

🗓 Last update: Jul 26, 2021

📎 Study the paper

📲Channel: @Bioinformatics
#github #programming

🌐 The ASCA has the website (ascanet.org) and two telegram channels:

🔸News (https://t.iss.one/ascanews), where you can get information about new methods in single-cell analysis, different meetings, bright single-cell researches and outstanding results, etc.
🔸Chat (https://t.iss.one/ascatalk), where you can get technical support in single-cell analysis (just ask your question here) and communicate with other ASCA members.

💥If you have an interest in single-cell analysis, please join the ASCA and Telegram channels.

📲Channel: @Bioinformatics

📑2021 Bioinformatics and Translational Informatics Best Papers

📘Source: Yearbook of Medical Informatics
🗓Publish year: 2022

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📲Channel: @Bioinformatics

📃A bibliometric analysis of natural language processing in medical research

📘Journal: BMC Medical Informatics and Decision Making (I.F.=3.298)
🗓Publish year: 2018

📎 Study the paper

📲Channel: @Bioinformatics
#review #nlp #medical

📄Computational Methods for Prediction of Human Protein-Phenotype Associations: A Review

📘Journal: Phenomics
🗓Publish year: 2021

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📲Channel: @Bioinformatics
#review #protein #phenotype

📑 A Survey of Gene Prioritization Tools for Mendelian and Complex Human Diseases

📘Journal: Journal of Integrative Bioinformatics
🗓Publish year: 2019

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📲Channel: @Bioinformatics
#review #gene_prioritization

🎓 Functional characterisation of genetic variants influencing human food preferences using bioinformatics and in vivo models

📘PhD Thesis from The University of Edinburgh, Scotland

🗓Publish year: 2022

📎 Study thesis

📲Channel: @Bioinformatics
#thesis #GWAS #food

🎓 Machine learning tools for biomarker discovery

📘PhD Thesis from Sorbonne University, France

🗓Publish year: 2020

📎 Study thesis

📲Channel: @Bioinformatics
#thesis #biomarker #ml

🎞 Co-expression network analysis using RNA-Seq data

💥Free recorded tutorial on Co-expression network analysis using RNA-Seq data presented at the ISCB DC Regional Student Group Workshop at the University of Maryland – College Park (June 15 2016).
🔹This tutorial provide a simple overview of co-expression network analysis, with an emphasis on the use of RNA-Seq data.A motivation for the use of co-expression network analysis is provided and compared to other common types of RNA-Seq analyses such as differential expression analysis and gene set enrichment analysis. The use of adjacency matrices to represent networks is explored for several different types of networks and a small synthetic dataset is used to demonstrate each of the major steps in co-expression network construction and module detection. The tutorial portion of the presentation then applies some of these principles using a real dataset containing ~3000 genes, after filtering.

📽Watch

📱Channel: @ComplexNetworkAnalysis

#video #Co_expression_network #RNA_Seq

📄Mining Proteome Research Reports: A Bird’s Eye View

📘Journal: Proteomes
🗓Publish year: 2021

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📲Channel: @Bioinformatics
#review #proteome

📑A review of deep learning applications in human genomics using next-generation sequencing data

📘Journal: Human Genomics (I.F.=6.481)
🗓Publish year: 2022

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📲Channel: @Bioinformatics
#review #genomics #ngs

📹 Biomarkers Identification using Machine Learning
💥Recorded workshop

🌐 Watch

📲Channel: @Bioinformatics
#video #biomarker #ml