Bioinformatics
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Bioinformatics, Computational Biology & Systems Biology

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πŸ“„A Survey of Brain Tumor Segmentation and Classification Algorithms

πŸ“˜ Journal: Journal of Imaging
πŸ—“Publish year: 2021

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πŸ“šFree online book:
Workshop in Applied Bioinformatics using R and Python

πŸ’₯Biology is becoming a data science where high-throughput methodologies produce vast amounts of heterogeneous data that require analysis, mining, synthesis and effective delivery of such results (e.g., papers, presentations, reports). This course is a workshop designed to introduce graduate students in biology and biotechnology to practical applications of bioinformatics. As any workshop, this class consists of hands-on and practical training experiences, and it is not a regular course where the instructor feeds you with pieces of information. For this purpose, we will use R as our standard coding language, but we will introduce Python at later stage of this class. During this workshop, students will follow recipes and worked examples in a dedicate resource (an online book designed specifically for this class). This online book aims to illustrate how you can implement bioinformatics code to perform data manipulation, exploration, mining, statistics and graphics...

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πŸ“„ The roles of code in biology

πŸ’₯ From abstract: The way in which computer code is perceived and used in biological research has been a source of some controversy and confusion, and has resulted in sub-optimal outcomes related to reproducibility, scalability and productivity. We suggest that the confusion is due in part to a misunderstanding of the function of code when applied to the life sciences. Code has many roles, and in this paper we present a three-dimensional taxonomy to classify those roles and map them specifically to the life sciences. We identify a β€˜β€˜sweet spot’’ in the taxonomyβ€”a convergence where bioinformaticians should concentrate their efforts in order to derive the most value from the time they spend using code...

πŸ“˜ Journal
: Science Progress Journal
πŸ—“Publish year: 2021

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πŸ‘¨β€πŸ«Bioinformatics resources for protein biology
πŸ’₯Free course materials from EMBL-EBI
πŸ“ Including videos and slides

πŸšͺEnter the course

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πŸ‘¨πŸ»β€πŸ’»Accomplished Workshop
πŸ’₯Microbiome bioinformatics analysis

πŸ”· Lessons:
▫️Set up and resources
▫️Sequence processing
▫️Data cleaning
▫️Data visualization

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πŸ“œHow to develop Bioinformatics software (Step-by-Step)
guide for beginners

πŸ”·
Table of contents:
▫️Stage 1: Learning the basics
▫️Stage 2: Program development
▫️Stage 3: Finalization, Validation, and Marketing
▫️Why Bioinformatics tools are in High Demands?
▫️Important tips for designing bioinformatics software
▫️Summary
▫️Final
thoughts

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❀14πŸ‘9πŸ‘Ž1
🎞Sequencing Malaria in Focus

πŸ“½ Watch

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πŸ“‘Computational Genomics in the Era of Precision Medicine: Applications to Variant Analysis and Gene Therapy

πŸ“˜ Journal
: Journal of Personalized Medicine (I.F.=4.945)
πŸ—“Publish year: 2022

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πŸ“ƒ Current progress and open challenges for applying deep learning across the biosciences

πŸ“˜ Journal: Nature Communications (I.F.=15.805)
πŸ—“Publish year: April 2022

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πŸ‘¨β€πŸ«Network analysis of protein interaction data
πŸ’₯Free online tutorial from EMBL-EBI

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πŸ“‘Graph- and rule-based learning algorithms: a comprehensive review of their applications for cancer type classification and prognosis using genomic data

πŸ“˜Journal: Briefings in Bioinformatics (I.F.=11.622)
πŸ—“Publish year: 2020

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πŸ‘©β€πŸ«Free Online Course:
Genomics for Educators

⏳ Duration: 3 weeks
⌚️Weekly study: 4 hours
🌐Format: 100% online
πŸ”°Start: 2 May

ℹ️ More information and Registration

πŸ“²Channel: @Bioinformatics
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πŸ“„Guide to Metabolomics Analysis: A Bioinformatics Workflow

πŸ“˜Journal: Metabolites Journal (I.F.=4.932)
πŸ—“Publish year: 2022

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πŸ“„Graph representation learning for structural proteomics

πŸ“˜Journal: Emerging Topics in Life Sciences
πŸ—“Publish year: 2021

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