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https://github.com/robince/gcmi
Software package of functions for calculating mutual information and other information theoretic quantities using a parametric Gaussian copula.
Proper citation: Gaussian-Copula Mutual Information (GCMI) (RRID:SCR_016450) Copy
https://fsl.fmrib.ox.ac.uk/fsl/fslwiki/PALM
Software tool for inference using permutation methods. Requires Matlab or Octave. Can be executed from inside either environment, or directly from the shell and can be called from scripts. For users who are familiar with statistics and willing to use experimental analysis tools.
Proper citation: PALM (RRID:SCR_017029) Copy
https://github.com/alexlib/KymoButler-1
Software tool as deep learning software for automated kymograph analysis. Uses artificial intelligence to trace lines in kymograph and extract information about particle movement. Speeds up analysis of kymographs by between 50 and 250 times, and comparisons show that it is as reliable as manual analysis.
Proper citation: KymoButler (RRID:SCR_021717) Copy
https://shiny.cnsgenomics.com/mRnd/
Web tool for calculations for Mendelian Randomization. Power calculations for Mendelian Randomization. Used to calculate statistical power for Mendelian Randomization study, using Non Centrality Parameter based approach.
Proper citation: mRnd (RRID:SCR_022156) Copy
http://www.genes2cognition.org/db/Search
Database of protein complexes, protocols, mouse lines, and other research products generated from the Genes to Cognition project, a project focused on understanding molecular complexes involved in synaptic transmission in the brain.
Proper citation: Genes to Cognition Database (RRID:SCR_002735) Copy
http://www.ebi.ac.uk/goldman-srv/pandit
PANDIT is a collection of multiple sequence alignments and phylogenetic trees covering many common protein domains. It contains: * the seed protein sequence alignments from the Pfam-A (curated families) database (version 17.0) * nucleotide sequence alignments derived from sequences available for the above and using the protein alignments as "templates"; * protein sequence alignments restricted to the family members for which nucleotide sequences are available * inferred phylogenetic trees for each alignment The data in PANDIT and the dataset's development have been frozen owing to a lack of funding support. The existing data, version 17.0 corresponding to Pfam 17.0, remain stable and, we hope, useful. The entire database is also available for download as a flatfile from this website.
Proper citation: PANDIT : Protein and Associated Nucleotide Domains with Inferred Trees (RRID:SCR_003321) Copy
http://old.genedb.org/genedb/glossina/
As of 12th March 2009, GeneDB provides access to the transcriptome of the Tsetse fly Glossina morsitans morsitans, the biological vector of African trypanosomiases. The current data set includes: >>7,015 contigs comprised of ESTs from Trypanosoma brucei infected midgut tissue (Lehane et al, Genome Biol. 2003;4(10):R63) >>7,493 contigs comprised of ESTs from salivary gland tissue >>18,404 contigs comprised of EST pooled from a range of different tissue- and developmental stage-specific libraries: head (2,700 ESTs), midgut (21,662 ESTs), reproductive organs (3, 438 ESTs), salivary gland (27,426 ESTs), larvae (2,304 ESTs), pupae (2,304 ESTs), fatbody (20,257 ESTs) (Attardo et al, Insect Molecular Biology 2006, 15(4):411-424), male and female whole bodies (19,968 ESTs). These data include the midgut and salivary gland ESTs used in the library specific clustering for the contig sets listed above. Initial automated annotations of product descriptions were manually revised by participants in two community annotation jamborees held under the auspice of the International Glossina Genome Initiative (IGGI) with funding by TDR. A Glossina morsitans morsitans genome project is currently also underway. To date, 2.4M capillary shotgun reads have been produced and the initial assembly is available to download via the ftp server and for blast analysis.
Proper citation: GeneDB Gmorsitans (RRID:SCR_004310) Copy
http://biorxiv.org/content/early/2013/11/27/000455
A subset of the CARMEN repository, a curated set of data and code of multielectrode array recordings of spontaneous activity in developing mouse and ferret retina. The data have been annotated with minimal metadata and converted into HDF5 (Hierarchical data format, version 5) including the essential features of the recordings, such as developmental age, and genotype. All code and tools used in the analyses are also fully available for reuse, giving the ability to regenerate each figure and table and know exactly how the results were calculated, adding confidence in the research output and allowing others to easily build upon previous work. The addition of published data to the repository is encouraged.
Proper citation: Retinal wave repository (RRID:SCR_010462) Copy
https://github.com/huwjenkins/fragon
Software tool for rapid high resolution structure determination from ideal protein fragments. Pipeline to determine crystal structures using molecular replacement with small fragments followed by density modification. It is available through CCP4.
Proper citation: fragon (RRID:SCR_019158) Copy
https://github.com/kjolley/BIGSdb
Platform for gene-by-gene bacterial population annotation and analysis. Designed to store and analyse sequence data for bacterial isolates. Used for scalable analysis of bacterial genome variation at population level.
Proper citation: BIGSdb (RRID:SCR_023551) Copy
http://mus.well.ox.ac.uk/mouse/INBREDS/
THIS RESOURCE IS NO LONGER IN SERVICE. Documented on August 19,2025. Data set of genotypes available for 480 strains and 13370 successful SNP assays that are mapped to build34 of the mouse genome, including 107 SNPs that are mapped to random unanchored sequence 13374 SNPs are mapped onto Build 33 of the mouse genome. You can access the data relative to Build 33 or Build 34.
Proper citation: Wellcome-CTC Mouse Strain SNP Genotype Set (RRID:SCR_003216) Copy
http://www.africacentre.ac.za/Default.aspx?tabid=69
Longitudinal datasets of demographic, social, medical and economic information from a rural demographic in northern KwaZulu-Natal, South Africa where HIV prevalence is extremely high. The data may be filtered by demographics, years, or by individuals questionnaires. The datasets may be used by other researchers but the Africa Centre requests notification that anyone contact them when downloading their data. The datasets are provided in three formats: Stata11 .dta; tables in a MS-Access .accdb database; and worksheets in a MS-Excel .xlsx workbook. Datasets are generated approximately every six months containing information spanning the whole period of surveillance from 1/1/2000 to present.
Proper citation: Africa Centre for Health and Population Studies (RRID:SCR_008964) Copy
https://data.broadinstitute.org/alkesgroup/Eagle/
Software package for statistical estimation of haplotype phase either within a genotyped cohort or using a phased reference panel in large scale sequencing. The package includes Eagle1 (to harness identity-by-descent among distant relatives to rapidly call phase using a fast scoring approach) and Eagle2 (to analyze a full probabilistic model similar to the diploid Li-Stephens model used by previous HMM-based methods.
Proper citation: Eagle (RRID:SCR_015991) Copy
Database that contains data such as registry entries, portions of regulatory documents describing individual trials, structured data on methods and results, and researchers and papers from and/or related to clinical trials. The initiative aims to locate, match, and share all publicly accessible data and documents, on all trials conducted, on all medicines and other treatments, globally.
Proper citation: Open Trials (RRID:SCR_015570) Copy
Atlas of brain cell types, derived from single cell RNA-Seq data from Linnarsson Lab. Can be browsed by taxon, cell type, tissue, and gene, with information on enriched genes, specific markers, anatomical location and more. Single cell gene expression atlas of mouse nervous system.
Proper citation: mousebrain.org (RRID:SCR_016999) Copy
Collection of structured and manually curated data of current therapeutic interventions in aging and age-related disease. Describes compounds and mechanisms using multiple chemical and biological databases.
Proper citation: GEROprotectors (RRID:SCR_016737) Copy
Collection of human embryonic and fetal material (Tissue and RNA) ranging from 3 to 20 weeks of development available to the international scientific community. Material can either be sent to registered users or our In House Gene Expression Service (IHGES) can carry out projects on user''''s behalf, providing high quality images and interpretation of gene expression patterns. Gene expression data emerging from HDBR material is added to our gene expression database which is accessible via our HUDSEN (Human Developmental Studies Network) website. A significant proportion of the material has been cytogenetically karyotyped, and normal karyotyped material is provided for research.
Proper citation: Human Developmental Biology Resource (RRID:SCR_006326) Copy
Biobank provides data collected at Assessment Center and via online questionnaires on participants aged 40-69 years recruited throughout United Kingdom and provides summary information to improve prevention, diagnosis and treatment of serious and life threatening illnesses.
Proper citation: UK Biobank (RRID:SCR_012815) Copy
http://www.wcb.ed.ac.uk/research/facilities
Facility provides regular training sessions, tools, advice and data analysis services to Centre members.
Proper citation: University of Edinburgh Wellcome Trust Centre for Cell Biology Bioinformatics Core Facility (RRID:SCR_017151) Copy
https://fsl.fmrib.ox.ac.uk/fsl/fslwiki/BIANCA
Software tool for automated segmentation of white matter hyperintensities. Classifies image’s voxels based on their intensity and spatial features, and the output image represents the probability per voxel of being WMH. Flexible in terms of MRI modalities to use and offers different options for weighting spatial information, local spatial intensity averaging, and different options for choice of number and location of training points.
Proper citation: Brain Intensity AbNormality Classification Algorithm (RRID:SCR_024928) Copy
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