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https://www.qcif.edu.au/

Provides digital infrastructure capabilities for research and innovation across Queensland and Australia. Provides services, infrastructure and support for computation and data driven collaborative research and its application in industry. Members are six Queensland universities – The University of Queensland, Queensland University of Technology, Griffith University, James Cook University, CQUniversity, and the University of Southern Queensland. The University of the Sunshine Coast is an associate member. Member employees provide support and development services.

Proper citation: Queensland Cyber Infrastructure Foundation Ltd (RRID:SCR_000208) Copy   

•   Source: SciCrunch Registry

https://biccn.org/data

Searchable table of datasets. Data generated from projects through BRAIN Initiative Cell Census Network. Datasets can be filtered by species, research investigator, grant number or experimental technique. Includes links to data directories at data archives and links to protocols.

Proper citation: BICCN Cell Registry (RRID:SCR_017267) Copy   

•   Source: SciCrunch Registry

https://pypi.org/project/pmlb/

Python wrapper for Penn Machine Learning Benchmark data repository. Large, curated repository of benchmark datasets for evaluating supervised machine learning algorithms. Part of PyPI https://pypi.org/

Proper citation: Penn machine learning benchmark repository (RRID:SCR_017138) Copy   

•   Source: SciCrunch Registry

http://www.sgn.cornell.edu/bulk/input.pl?modeunigene

Allows users to download Unigene or BAC information using a list of identifiers or complete datasets with FTP.

Proper citation: Sol Genomics Network - Bulk download (RRID:SCR_007161) Copy   

•   Source: SciCrunch Registry

http://mialab.mrn.org/data/index.html

An MRI data set that demonstrates the utility of a mega-analytic approach by identifying the effects of age and gender on the resting-state networks (RSNs) of 603 healthy adolescents and adults (mean age: 23.4 years, range: 12-71 years). Data were collected on the same scanner, preprocessed using an automated analysis pipeline based in SPM, and studied using group independent component analysis. RSNs were identified and evaluated in terms of three primary outcome measures: time course spectral power, spatial map intensity, and functional network connectivity. Results revealed robust effects of age on all three outcome measures, largely indicating decreases in network coherence and connectivity with increasing age. Gender effects were of smaller magnitude but suggested stronger intra-network connectivity in females and more inter-network connectivity in males, particularly with regard to sensorimotor networks. These findings, along with the analysis approach and statistical framework described, provide a useful baseline for future investigations of brain networks in health and disease.

Proper citation: MIALAB - Resting State Data (RRID:SCR_008914) Copy   

•   Source: SciCrunch Registry

http://www.nitrc.org/projects/hfh_t1_hp_seg1/

Shared dataset which consists of skull-stripped T1 MRI images and segmented hippocampi of 163 Temporal Lobe Epilepsy (TLE) patients. The T1 and hippocampal segmentation data of TLE patients are uploaded in three separate datasets which can be accessed from the main site.

Proper citation: Epilepsy T1 and Hippocampal Segmentation Datasets (RRID:SCR_014926) Copy   

•   Source: SciCrunch Registry

https://omictools.com/tiltpicker-tool

Software tool to facilitate particle selection in single particle electron microscopy. An interactive graphical interface application designed to streamline the selection of particle pairs from tilted-pair datasets. Designed to work with existing software tools for image processing.

Proper citation: TiltPicker (RRID:SCR_016674) Copy   

•   Source: SciCrunch Registry

https://github.com/AlexsLemonade/refinebio

Software tool to uniformly process and normalize large amounts of data. Harmonizes petabytes of publicly available biological data into ready-to-use datasets for cancer researchers and AI/ML scientists.

Proper citation: refine.bio (RRID:SCR_017471) Copy   

•   Source: SciCrunch Registry

https://openwetware.org/wiki/HughesLab:JTK_Cycle

Software R package for Detecting Rhythmic Components in Genome-Scale Data Sets. Non-parametric algorithm to identify rhythmic components in large datasets. Identifies and characterizes cycling variables in large datasets.

Proper citation: JTK_CYCLE (RRID:SCR_017962) Copy   

•   Source: SciCrunch Registry

Ratings or validation data are available for this resource

http://brainvis.wustl.edu/wiki/index.php/Caret:About

Software package to visualize and analyze structural and functional characteristics of cerebral and cerebellar cortex in humans, nonhuman primates, and rodents. Runs on Apple (Mac OSX), Linux, and Microsoft Windows operating systems.

Proper citation: Computerized Anatomical Reconstruction and Editing Toolkit (RRID:SCR_006260) Copy   

•   Source: SciCrunch Registry

http://bio2rdf.blogspot.com/

This is a blog about post genomic knowledge. The website''s goal is to make public datasets from the bioinformatics community available in RDF format via standard SPARQL endpoints.

Proper citation: Bio2RDF atlas of post genomic knowledge (RRID:SCR_007991) Copy   

•   Source: SciCrunch Registry

http://www.ctspedia.org/do/view/CTSpedia

CTSpedia is a national effort to collect wisdom, tools, educational materials, and other items useful for clinical and translational researchers and to provide timely and useful advice to clinical and translational researchers with specific problems. The CTSpedia is a collaborative vehicle for the CTSA''s Biostatistics/Epidemiology/Research/Design (BERD) Online Resources and Education taskforce to identify and share resources across the national consortium and community researchers world-wide. With the support of the national BERD consortia, the project obtained funding and support from the National Center for Research Resources (NCRR) to expand the original scope and content of CTSpedia and foster collaboration amongst CTSAs. The main goal of CTSpedia.org is to create a definable academic home on the internet for the discipline of clinical and translational sciences across the country and the world. * While the CTSA consortium serves the onsite physical level of the institutions involved, CTSpedia.org seeks to fill the gaps where the network is lacking, and to augment that network as the central hub for the peer to peer sharing of knowledge and resources. * While the CTSA national scope comes to fruition, the international scope of the consortia is more readily facilitated with an online resource like CTSpedia. * Utilizing the collaborative nature of the wiki-style website, CTSpedia.org allows for researchers anywhere in the world to ask questions and receive answers and related information in a timely and efficient manner, overcoming the logistical issues of distance and scheduling. * The streamlined availability of an online resource and knowledge repository will aid in addressing common issues that arise in clinical research, which will filter out consultation requests for minor questions, allowing for CTSA consultants to address more prevalent consultations.

Proper citation: CTSpedia (RRID:SCR_008733) Copy   

•   Source: SciCrunch Registry

http://zzlab.net/blink/index.html

Software for next level of genome wide association studies with both individuals and markers in millions. The method releases the requirement that causative genes are evenly distributed on genome and consequently boosts statistical power.

Proper citation: BLINK (RRID:SCR_016288) Copy   

•   Source: SciCrunch Registry

http://www.cycif.org/

Web page for cyclic immunofluorescence. It lists several downloadable data and software pertaining to cyclic immunofluorescence.

Proper citation: CycIF.org (RRID:SCR_016267) Copy   

•   Source: SciCrunch Registry

https://github.com/G-Node/nix/wiki

Software that defines a data model for annotated scientific datasets. It includes data together with metadata, and a corresponding file format based on HDF5 for storing and sharing such datasets.

Proper citation: NIX (RRID:SCR_016196) Copy   

•   Source: SciCrunch Registry

http://genome.imim.es/software/gfftools/GFF2APLOT.html

Software application to visualize the alignment of two genomic sequences together with their annotations. Used to generate print-quality images for comparative genome sequence analysis.

Proper citation: Gff2aplot (RRID:SCR_016128) Copy   

•   Source: SciCrunch Registry

https://github.com/minepy/mictools

Software which combines the TICe and MICe measures into a two-step procedure that allows to identify relationships of various degrees of complexity in large datasets. TICe is used to perform an efficient high throughput screening of all the possible pairwise relationships and a permutation based approach is used to assess their significance.

Proper citation: MICtools (RRID:SCR_016121) Copy   

•   Source: SciCrunch Registry

https://www.ncbi.nlm.nih.gov/biocollections

Registry of bio-collections linked to genomes. Collection of curated dataset of metadata for culture collections, museums, herbaria and other natural history collections, including Darwin Core institution and collection codes, and URL formulae for mapping specimen ids to web pages at the collection site.

Proper citation: NCBI Biocollections (RRID:SCR_016459) Copy   

•   Source: SciCrunch Registry

http://www.thebiogrid.org/

Curated protein-protein and genetic interaction repository of raw protein and genetic interactions from major model organism species, with data compiled through comprehensive curation efforts.

Proper citation: Biological General Repository for Interaction Datasets (BioGRID) (RRID:SCR_007393) Copy   

•   Source: SciCrunch Registry

https://sleepdata.org/datasets/shhs

Portal for a multi-cohort study focused on sleep-disordered breathing and cardiovascular outcomes implemented by the National Heart Lung and Blood Institute. Recorded signals are: EEG, ECG, EOG, SaO2, HR, EOG, EMG, respiratory inductance plethysmography, respiration (thermistor), position, light.

Proper citation: Sleep Heart Health Study (RRID:SCR_016559) Copy   

•   Source: SciCrunch Registry