🔴 Introduction to R for participants with no programming experience
🔸R for Genomics:
http://www.datacarpentry.org/R-genomics/index.html
🔸R for Genomics:
http://www.datacarpentry.org/R-genomics/index.html
Good introductory document from EBI
Network analysis of protein interaction data: an introduction
https://www.ebi.ac.uk/training/online/course/network-analysis-protein-interaction-data-introduction
Network analysis of protein interaction data: an introduction
https://www.ebi.ac.uk/training/online/course/network-analysis-protein-interaction-data-introduction
Step-by-step construction and analysis of biological networks with introducing the associate tools
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4415676/pdf/bbi-9-2015-061.pdf
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4415676/pdf/bbi-9-2015-061.pdf
An easy paper with many promising directions for master thesis in computational biology:
http://www.inderscience.com/info/inarticle.php?artid=93684
http://www.inderscience.com/info/inarticle.php?artid=93684
Comprehensive Book (Booklet) From MIT, 2016:
Computational Biology: Genomes, Networks, Evolution
https://ocw.mit.edu/ans7870/6/6.047/f15/MIT6_047F15_Compiled.pdf
Computational Biology: Genomes, Networks, Evolution
https://ocw.mit.edu/ans7870/6/6.047/f15/MIT6_047F15_Compiled.pdf
Very Good Booklet from Utrecht University, 2017
Bioinformatics Data Analysis
http://tbb.bio.uu.nl/BDA/2017/BioInf2017.pdf
Bioinformatics Data Analysis
http://tbb.bio.uu.nl/BDA/2017/BioInf2017.pdf
An applicational Bioinformatics manual
from SRM university
http://www.srmuniv.ac.in/sites/default/files/files/BI0505%20LAB%20MANUAL.pdf
from SRM university
http://www.srmuniv.ac.in/sites/default/files/files/BI0505%20LAB%20MANUAL.pdf
Deep Learning with Electronic Health Record (EHR) Systems
https://goku.me/blog/EHR
Channel: @Bioinformatics
https://goku.me/blog/EHR
Channel: @Bioinformatics
Analysis and Visualization of Biological Networks with Cytoscape
http://www.cgl.ucsf.edu/Outreach/Workshops/NIH-Oct-2012/Cytoscape/Analysis%20and%20Visualization%20of%20Biological%20Networks%20with%20Cytoscape%20v6.pdf
http://www.cgl.ucsf.edu/Outreach/Workshops/NIH-Oct-2012/Cytoscape/Analysis%20and%20Visualization%20of%20Biological%20Networks%20with%20Cytoscape%20v6.pdf
Risks of using ready programming packages:
https://arstechnica.com/information-technology/2019/10/chemists-discover-cross-platform-python-noscripts-not-so-cross-platform/
Channel: @Bioinformatics
https://arstechnica.com/information-technology/2019/10/chemists-discover-cross-platform-python-noscripts-not-so-cross-platform/
Channel: @Bioinformatics
Ars Technica
Researchers find bug in Python noscript may have affected hundreds of studies
"Willoughby-Hoye" noscripts used OS call that caused incorrect measurements on Linux, Mojave
Key advancements in representation learning for Network Biology:
http://snap.stanford.edu/deepnetbio-ismb/
Channel: @Bioinformatics
http://snap.stanford.edu/deepnetbio-ismb/
Channel: @Bioinformatics
Importance of teamwork:
Newest statistics show that most of the scientific researches from nature publication is based on teamwork
Channel: @Bioinformatics
Newest statistics show that most of the scientific researches from nature publication is based on teamwork
Channel: @Bioinformatics
💥Some directive survey articles in 2019:
🔸Survey of Machine Learning Techniques in Drug Discovery
https://www.ingentaconnect.com/content/ben/cdm/2019/00000020/00000003/art00006
🔸A comprehensive survey of bioinformatics tools and databases in Plant RNA editing:
https://www.sciencedirect.com/science/article/abs/pii/S0981942819300506
🔸 A breif survey about Evolution of biosequence search algorithms:
https://academic.oup.com/bioinformatics/article-abstract/35/19/3547/5474902
🔸 A sample systematic review and a bioinformatics analysis:
https://www.sciencedirect.com/science/article/pii/S0891061819300584
🔸 A survey fo Bioinformatics application to biotechnology field:
https://www.sciencedirect.com/science/article/pii/S0961953419300868
Channel: @Bioinformatics
🔸Survey of Machine Learning Techniques in Drug Discovery
https://www.ingentaconnect.com/content/ben/cdm/2019/00000020/00000003/art00006
🔸A comprehensive survey of bioinformatics tools and databases in Plant RNA editing:
https://www.sciencedirect.com/science/article/abs/pii/S0981942819300506
🔸 A breif survey about Evolution of biosequence search algorithms:
https://academic.oup.com/bioinformatics/article-abstract/35/19/3547/5474902
🔸 A sample systematic review and a bioinformatics analysis:
https://www.sciencedirect.com/science/article/pii/S0891061819300584
🔸 A survey fo Bioinformatics application to biotechnology field:
https://www.sciencedirect.com/science/article/pii/S0961953419300868
Channel: @Bioinformatics
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Schematics diagram of integrating Protein Interaction Networks and biological information to predict essential genes or proteins
Channel: @Bioinformatics
Channel: @Bioinformatics
Bioinformatics
💥Some directive survey articles in 2019: 🔸Survey of Machine Learning Techniques in Drug Discovery https://www.ingentaconnect.com/content/ben/cdm/2019/00000020/00000003/art00006 🔸A comprehensive survey of bioinformatics tools and databases in Plant RNA editing:…
Drugmakers Turn to Data Mining to Avoid Expensive, Lengthy Drug Trials - WSJ
https://www.wsj.com/articles/drugmakers-turn-to-data-mining-to-avoid-expensive-lengthy-drug-trials-11577097000
https://www.wsj.com/articles/drugmakers-turn-to-data-mining-to-avoid-expensive-lengthy-drug-trials-11577097000
WSJ
Drugmakers Turn to Data Mining to Avoid Expensive, Lengthy Drug Trials
Pfizer, Johnson & Johnson and Amgen are among the drugmakers that are trying to win drug approvals by parsing vast data sets of electronic medical records, shifting away from lengthy, and costly, clinical trials.
💥 New interesting paper:
Computational network biology: Data, model, and applications
https://www.sciencedirect.com/science/article/abs/pii/S0370157319304041
Channel: @Bioinformatics
Computational network biology: Data, model, and applications
https://www.sciencedirect.com/science/article/abs/pii/S0370157319304041
Channel: @Bioinformatics
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