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SciCrunch Registry is a curated repository of scientific resources, with a focus on biomedical resources, including tools, databases, and core facilities - visit SciCrunch to register your resource.
https://github.com/ZhiGroup/IBD_benchmark
Software package as open source project benchmarks IBD detection tools with multiple measurements.
Proper citation: IBD Detection Tool Benchmark Tool (RRID:SCR_022850) Copy
https://github.com/anuprulez/ml-jupyter-notebook
Open source, docker based, and GPU enabled jupyterlab notebook infrastructure that runs on public compute infrastructure of Galaxy Europe for rapid prototyping and developing end-to-end AI projects. Jupyterlab notebook in GPU enabled docker container for machine learning and deep learning.
Proper citation: Docker based GPU enabled Jupyterlab (RRID:SCR_022695) Copy
http://cns.hkbu.edu.hk/RIDE.htm
Software Matlab based toolbox for temporal decomposition of EEG signal. Used for decomposition, reconstruction, and single trial analysis of event related potentials.
Proper citation: Residue Iteration Decomposition (RRID:SCR_022174) Copy
https://github.com/alexcwsmith/PiRATeMC
Software data management pipeline for camera synchronization and combined data directories.
Proper citation: Pi-based Remote Acquisition Technology for Motion Capture (RRID:SCR_022327) Copy
https://jarvis-mocap.github.io/jarvis-docs/
Software markerless 3D motion capture toolbox. Used for capturing precise 3D motion.
Proper citation: Joint Acquisition, Recording and Voxel based Inference System (RRID:SCR_022723) Copy
https://github.com/Frederik-D-Weber/zmax_edf_merge_converter
Software tool for comprehensive conversion of folder with Hypnodyne zmax EDF files into merged European Data Format.
Proper citation: zmax_edf_merge_converter (RRID:SCR_022567) Copy
https://CRAN.R-project.org/package=ordinal
Software R package implementation of cumulative link models also known as ordered regression models, proportional odds models, proportional hazards models for grouped survival times and ordered logit/probit models.
Proper citation: ordinal (RRID:SCR_022856) Copy
https://github.com/ggruenhagen3/coselens
Software R package to detect gene level differential selection between two groups of samples.Used for calculation of excess of non synonymous mutations between two groups.
Proper citation: Coselens (RRID:SCR_022578) Copy
https://github.com/tlancian/bio_cs
Software package for implementing algorithms proposed in Lanciano et al. "Contrast Subgraphs Allow Comparing Homogeneous and Heterogeneous Networks Derived from Omics Data".
Proper citation: bio_contrast_subgraph (RRID:SCR_022853) Copy
https://github.com/HChai01/ISGPRE
Software package for predicting interferon stimulated human genes.
Proper citation: ISGPRE (RRID:SCR_022730) Copy
https://github.com/jokergoo/EnrichedHeatmap
Software R package for comprehensive visualization of genomic signal associations. Visualizes enrichment of genomic signals on specific target regions. Used to visualize e.g. how histone marks are enriched to specific sites.
Proper citation: EnrichedHeatmap (RRID:SCR_023082) Copy
https://github.com/plaisier-lab/sygnal
Software pipeline to integrate correlative, causal and mechanistic inference approaches into unified framework that systematically infers causal flow of information from mutations to TFs and miRNAs to perturbed gene expression patterns across patients. Used to decipher transcriptional regulatory networks from multi-omic and clinical patient data. Applicable for integrating genomic and transcriptomic measurements from human cohorts.
Proper citation: SYGNAL (RRID:SCR_023080) Copy
https://cran.r-project.org/package=NMF
Software R package for nonnegative matrix factorization. Implements set of already published algorithms and seeding methods, and provides framework to test, develop and plug new/custom algorithms.
Proper citation: Algorithms and Framework for Nonnegative Matrix Factorization (RRID:SCR_023124) Copy
https://yeatmanlab.github.io/pyAFQ/
Software package focused on automated delineation of major fiber tracts in individual human brains, and quantification of tissue properties within the tracts.Software for automated processing and analysis of diffusion MRI data. Automates tractometry.
Proper citation: Automated Fiber Quantification in Python (RRID:SCR_023366) Copy
https://github.com/AlexandrovLab/SigProfilerMatrixGenerator/
Software tool to create mutational matrices for all types of somatic mutations. Used to generate mutational matrices for set of samples with associated mutational catalogues. Used for optimized exploration and visualization of mutational patterns for all types of small mutational events. In addition to extending classification of single base substitutions, provides support for classifying doublet base substitutions and small insertions and deletions.
Proper citation: SigProfilerMatrixGenerator (RRID:SCR_023122) Copy
https://cran.r-project.org/web/packages/rms/
Software R package as collection of functions that assist with streamline modeling. Works with binary or ordinal regression models, Cox regression, accelerated failure time models, ordinary linear models, Buckley-James model, generalized least squares for serially or spatially correlated observations, generalized linear models, and quantile regression.
Proper citation: Regression Modeling Strategies (RRID:SCR_023242) Copy
https://bioconductor.org/packages/release/bioc/html/Maaslin2.html
SoftwareR package that identifies microbial taxa correlated with factors of interest using generalized linear models and mixed models.Used for efficiently determining multivariable association between clinical metadata and microbial meta'omic features.
Proper citation: MaAsLin2 (RRID:SCR_023241) Copy
https://ndphillips.github.io/FFTrees/
Software package as decision algorithms for solving binary classification problems. Faster and more frugal because every node allows making decision. Apart from being faster and requiring less information, FFTs tend to be robust against overfitting, and are easy to interpret, use, and communicate.
Proper citation: FFTrees (RRID:SCR_023359) Copy
Software tool that scores positions in human genome in terms of their regulatory probability. Regulatory Mendelian Mutation score was created for relevance prediction of non-coding variations (SNVs and small InDels) in human genome (hg19) in terms of Mendelian diseases.
Proper citation: ReMM score (RRID:SCR_023095) Copy
https://entap.readthedocs.io/en/latest/
Software package as eukaryotic non model annotation pipeline.Used for bringing functional annotation to non-model eukaryotic transcriptomes to improve the accuracy, speed, and flexibility of functional gene annotation for de novo assembled transcriptomes in non-model eukaryotes. Addresses fragmentation and related assembly issues that result in inflated transcript estimates and poor annotation rates of protein-coding transcripts.
Proper citation: EnTAP (RRID:SCR_023010) Copy
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