Ten quick tips for building FAIR workflows Research data is accumulating rapidly and with it the challenge of fully reproducible science. As a consequence, implementation of high-quality management of scientific data has become a global priori...

From @anna-niehues.bsky.social & colleagues in @plos.org #Computational #Biology | Ten quick tips for building FAIR workflows | #FAIR #FAIR4RS #Education #PLOSCBQT 🧪 🔓 CC/ @ppalagi.bsky.social
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journals.plos.org/ploscompbiol...

Ten quick tips for using the NIH Comparative Genomics Resource

From @lrasmus.bsky.social, @kristiholmes.bsky.social et al. in @plos.org #Computational #Biology | Ten quick tips for using the NIH Comparative Genomics Resource | #Bioinformatics #Education #Genomics #PLOSCBQT #NCBI 🧬 🖥️ 🧪 🔓 CC/ @ppalagi.bsky.social
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journals.plos.org/ploscompbiol...

As a reminder to future #Computational #Biology Quick Tips or Ten Simple Rules (or any #PLOSCB #Education paper #PLOSCBTSR #PLOSCBQT):

There are no publication charges for those papers. The attached text is from the last paragraph of our TSR on Quick Tips paper.

doi.org/10.1371/jour...

Eleven quick tips for organizing a data cleaning challenge

From @loiclnlg.bsky.social , @joannavonberg.bsky.social & colleagues in @plos.org #Computational #Biology | Eleven quick tips for organizing a data cleaning challenge | I like figure 1 | #Bioinformatics #Education #Data #PLOSCBQT #OpenScience 🧬 🖥️ 🧪 🔓 🇳🇱 
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journals.plos.org/ploscompbiol...

Nine quick tips for trustworthy machine learning in the biomedical sciences As machine learning (ML) becomes increasingly central to biomedical research, the need for trustworthy models is more pressing than ever. In this paper, we present nine concise and actionable tips to ...

From @plos.org #Computational #Biology | Nine quick tips for trustworthy machine learning in the biomedical sciences | #Bioinformatics #Education #ML #AI #PLOSCBQT 🧬 🖥️ 🧪 🔓 CC/ @ppalagi.bsky.social
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journals.plos.org/ploscompbiol...

Ten quick tips for developing a reproducible Shiny application

From @plos.org #Computational #Biology | Ten quick tips for developing a reproducible #Shiny application | #Bioinformatics #Education #PLOSCBQT #OpenScience #OpenSource 🧬 🖥️ 🧪🔓
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journals.plos.org/ploscompbiol...

Ten quick tips for protecting health data using de-identification and perturbation of structured datasets Author summary Healthcare systems and health research programmes collect large amounts of patient data that are often shared both within organisations and across institutional boundaries. Health data ...

From @plos.org #Computational #Biology | Ten quick tips for protecting health data using de-identification and perturbation of structured datasets | #Bioinformatics #Education #PLOSCBQT #OpenScience #DataScience 🧬 🖥️ 🧪 🔓 🇿🇦 CC/ @ppalagi.bsky.social
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journals.plos.org/ploscompbiol...

Ten quick tips for navigating intellectual property in FAIR educational resources Open Educational Resources (OER) offer a transformative approach to education by providing freely accessible learning materials. However, creating OER that meet the FAIR principles—findable, accessibl...

From @ulftoelch.bsky.social‬ and colleagues in @plos.org #Computational #Biology | Ten quick tips for navigating intellectual property in #FAIR educational resources | #Bioinformatics #Education #PLOSCBQT 🧬 🖥️ 🧪 🔓 CC/ @ppalagi.bsky.social
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journals.plos.org/ploscompbiol...

Ten quick tips to perform meaningful and reproducible molecular docking calculations Author summary The ten quick tips presented here are aimed at understanding the drug target thoroughly and performing molecular docking to ensure maximum precision and biological relevance. The emphas...

From @plos.org #Computational #Biology | Ten quick tips to perform meaningful & reproducible molecular #docking calculations | Like all but particularly their introduction | #Bioinformatics #Education #Cheminformatics #PLOSCBQT 🖥️ 🧪 🔓 CC/ @ppalagi.bsky.social
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journals.plos.org/ploscompbiol...

Eleven quick tips to unlock the power of in vivo data science

From @jessbelser.bsky.social & colleagues in @plos.org #Computational #Biology | Eleven quick tips to unlock the power of in vivo #DataScience | #Bioinformatics #Education #OpenScience #PLOSCBQT 🧬 🖥️ 🧪 🔓
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journals.plos.org/ploscompbiol...

Ten quick tips to get you started with Bayesian statistics

From @oaggimenez.bsky.social & colleagues in @plos.org #Computational #Biology | Ten quick tips to get you started with #Bayesian #statistics | I like all Tips, but particularly Tip 9. Embrace reproducibility | #Bioinformatics #Education #PLOSCBQT 🧬 🖥️ 🧪 🔓
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journals.plos.org/ploscompbiol...

Eleven quick tips for writing a Bioconductor package

From @csoneson.bsky.social , @mramos148.bsky.social, @jorainer.bsky.social & colleagues in @plos.org #Computational #Biology | Eleven quick tips for writing a #Bioconductor package | #Bioinformatics #Education #Rstats #PLOSCBQT 🧬 🖥️ 🧪 🔓
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journals.plos.org/ploscompbiol...

Ten quick tips to build a Model Life Cycle

From @ctrlalttim.bsky.social, @colincarlson.bsky.social & colleagues in @plos.org #Computational #Biology | Ten quick tips to build a Model Life Cycle | I like Tip 7: Sharing more than the code is better | #Bioinformatics #Education #PLOSCBQT | 🧬 🖥️ 🧪
➡️ journals.plos.org/ploscompbiol...

Eight quick tips for biologically and medically informed machine learning Machine learning has become a powerful tool for computational analysis in the biomedical sciences, with its effectiveness significantly enhanced by integrating domain-specific knowledge. This integrat...

From @plos.org #Computational #Biology | Eight quick tips for biologically and medically informed #MachineLearning | #Bioinformatics #Education #PLOSCBQT | I like Tip 6: Involve a biomedical expert | Which one do you like? | 🧬 🖥️ 🧪| journals.plos.org/ploscompbiol...

Eleven quick tips for properly handling tabular data

From #PLOS #Computational #Biology | Eleven quick tips for properly handling tabular #data | #Bioinformatics #Education #Rstats @thecarpentries.bsky.social #PLOSCBQT | I like Tip 11: Use the right tool for the job | journals.plos.org/ploscompbiol... 🧬 🖥️ 🧪