From 4f3354c8e44bdba38153afd325fe5b9cb39aa13e Mon Sep 17 00:00:00 2001 From: Alexander <38151284+abotzki@users.noreply.github.com> Date: Wed, 9 Jun 2021 16:48:39 +0200 Subject: [PATCH 1/3] first version of RSE subject guide for biology --- docs/_pages/subjectguide/biology.md | 0 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 docs/_pages/subjectguide/biology.md diff --git a/docs/_pages/subjectguide/biology.md b/docs/_pages/subjectguide/biology.md new file mode 100644 index 0000000..e69de29 From 2c407c2e7a8a8c93b5c90a6d24a35b21c03bfd41 Mon Sep 17 00:00:00 2001 From: Alexander <38151284+abotzki@users.noreply.github.com> Date: Wed, 9 Jun 2021 16:56:23 +0200 Subject: [PATCH 2/3] input for #10 update bioimaging informatics --- docs/_pages/subjectguide/biology.md | 129 ++++++++++++++++++++++++++++ 1 file changed, 129 insertions(+) diff --git a/docs/_pages/subjectguide/biology.md b/docs/_pages/subjectguide/biology.md index e69de29..9825ef8 100644 --- a/docs/_pages/subjectguide/biology.md +++ b/docs/_pages/subjectguide/biology.md @@ -0,0 +1,129 @@ +# Biology + +## Bioinformatics + +Major languages: + +for tools and also web-development efforts +* Python +* R +* Java +* minor c++ +* lately some poeple are big advocats of Rust + +for web development,a lot of different web technology stacks are used ranging for older stacks to the latest and greatest with React.js, Vue, etc +Q: should we try to get some ideas on what is used most? I'll check if I can find some overview publication (eWorkbench?) + +A lot of emphasis is put on enabling Reproducible Research lately. This includes container technologies like Docker and workflow systems like Nextflow, snakemake which are the most popular ones. + +### Typical journals + +A lot of work is published in the following journals: + +* Bioinformatics +* NAR +* PLoS +* eLife +* JOSS + +Furthermore, an enormeous amount of articles about bioinformatics software are published on bioarxiv before actual publication via the said journals. + + +### Resources + +* https://github.com/danielecook/Awesome-Bioinformatics +* https://www.reddit.com/r/bioinformatics/ +* https://global.oup.com/academic/product/introduction-to-protein-science-9780198716846 +* https://web.stanford.edu/~hastie/ElemStatLearn/ +* https://www.biostars.org/ +* an overview of curated tools from the literature https://bio.tools/ + +#### Python +- pypi +- (bio)conda +- https://biopython.org/ + +#### R +- CRAN/MRAN +- Bioconductor + +#### Java +- mvn +- https://biojava.org/ + +#### C++ +- conan.io +- http://biocpp.sourceforge.net/ + +#### Rust + + +### Introductory books +- https://global.oup.com/academic/product/introduction-to-bioinformatics-9780198794141 + +### Communities +- ELIXIR + +### commercial companies +- Qiagen +- 10X Genomics +- https://en.wikipedia.org/wiki/List_of_bioinformatics_companies + + +## Bioimaging + +Major languages: + +for tools and also web-development efforts + +* Java +* Python, more specifically Machine Learning and Deeplearning + +* web development + +### Typical journal + +- Nature Methods +- Journal of Microscopy +- computer science journals for algorithmic approaches + +### main topics and challenges + +- big data and performance + +- bioformats / open and closed source image file formats + +- open-source tools centered around ImageJ (Fiji) + - plugins + - centralised repo + +### specific skill sets + +- image processing +- image analyis +- general algoritms for Machine Learning and Deeplearning + +### specific tools list + +- Cell Profiler +- cytomine +- qpath +- ilastik +- imageJ/Fiji + + commerical tools imaris, + + microscope vender software + +### communities + +- Euro BioImaging +- Global Bioimaging +- Neubias http://eubias.org/NEUBIAS/ or follow-up conference series +- https://www.youtube.com/channel/UC-oy7UpEhRfHQ-5ePCviKFg +- https://forum.image.sc/about + +### general tips + +- not scared if you do not have biology background +- strong need for RSEs in the field at the moment From 3c8ad196adfbbd8eefdabf0b021b182703d37441 Mon Sep 17 00:00:00 2001 From: Alexander <38151284+abotzki@users.noreply.github.com> Date: Wed, 9 Jun 2021 17:22:02 +0200 Subject: [PATCH 3/3] #10 update yml file' --- docs/_pages/subjectguide/biology.md | 7 +++++++ 1 file changed, 7 insertions(+) diff --git a/docs/_pages/subjectguide/biology.md b/docs/_pages/subjectguide/biology.md index 9825ef8..a40c794 100644 --- a/docs/_pages/subjectguide/biology.md +++ b/docs/_pages/subjectguide/biology.md @@ -1,3 +1,10 @@ +--- +permalink: /subject-guide/biology/ +title: RSE Toolkit - Subject Guide +breadcrumb: Subject Guide +layout: single +--- + # Biology ## Bioinformatics