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tools [2023/01/12 14:09] – willtools [2026/04/23 12:36] (current) – [General] martineza10
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-====== Tools ======+====== ️Tools And Methods ====== 
 +also see "[[https://github.com/NPACore/awesome-neuroimaging|awesome-neuroimaging]]"
  
-software and services useful for neuroimaging+This ('':tools'') namespace includes what would be in the methods section of a paper. The companion ''[[:brain|:brain]]'' namespace includes what would be in the results section. see [[:brain#brain_vstools|:brain vs :tools]]  
 + 
 +==== Magnetic Resonance Imaging (MRI) ==== 
 + 
 +  * [[tools:tat2|Time-averaged T2*]] - nT2* of BOLD EPI (fMRI), an [[tools:lncdtools|lncdtool]] 
 +  * [[:tools:neuromelanin]] 
 +  * [[tools:afni|AFNI]] ([[https://afni.nimh.nih.gov/|AFNI@NIMH]]) - suite of C, Python, R, & shell for the analysis and display of anatomical, functional and diffusion weighted data 
 +  * [[tools:fsl]] ([[https://fsl.fmrib.ox.ac.uk/fsl/fslwiki|FSL@Oxford]])  - tools for FMRI, MRI and diffusion brain imaging data 
 +  * [[tools:freesurfer]] ([[https://surfer.nmr.mgh.harvard.edu/fswiki|FS@MGH]]) - information about running freesurfer for structural MRI data processing, segmentation, and surface generation 
 +  * [[tools:rsfmri|Resting State MRI]] 
 + 
 + 
 +  * [[:tools:motrak]] - motion awareness in MR simulation (proprietary sofware) 
 +  * [[:tools:cifti surfaces]] - information about working with cortical surface files in R and with connectome workbench 
 +  * [[:tools:BIDS apps]] - a list of useful software packages that work on BIDS-formatted data (BIDS apps)  
 + 
 +==== Magnetic Resonance Spectroscopy Imaging (MRSI) ==== 
 +  * [[grants:7t:mrsiacquisition|MRSI Acquisition]] 
 +  * [[tools:hc|MRSI in HC @ 7T]] 
 +  * [[tools:lcmodel|LC Model]] 
 +  * [[tools:pfc|PFC ROI Placement]] 
 + 
 + 
 +==== Electroencephalogram (EEG) ==== 
 +  * [[tools:loefeeg|EEG at Loeffler]] 
 +  * [[tools:eeg_7t_preprocessingpipeline|EEG Preprocessing Pipeline for 7T/BrainMechR01]] 
 +  * [[tools:spectralevents|Spectral Event Pipeline]] 
 +  * [[tools:fooof]] 
 +  * [[tools:snr]] 
 +  * [[tools:eegCoordinates]] 
 +  * [[tools:eeg_remark]] 
 + 
 + 
 +==== Behavioral Tasks ==== 
 +  * [[tools:mgs|Memory Guided Saccade (MGS) Task]] 
 +  * [[tools:antisaccade|Antisaccade Tasks]] 
 +  * [[tools:habittask|Reward Learning and Habituation Task]] 
 +  * [[tools:auditorysteadystate|Auditory Steady State]] 
 +  * [[tools:daw|DAW Sequential Learning]] 
 +  * [[:tools:rest]] 
 + 
 +==== Samples ==== 
 +  * [[:tools:saliva]] 
 +  * [[:tools:HairHormones]] 
 +==== Statistical Methods ==== 
 +  * [[tools: Models that disaggregate between and within person effects]] 
 +  * [[tools: Choosing k for age smooths in generalized additive models]] 
 + 
 +==== Approaches to Increasing Sample Diversity during Image Acquisition/Analysis ==== 
 +  * Mitigating head motion: [[https://doi.org/10.1016/j.neuroimage.2018.01.023 | behavioral interventions (e.g., movie watching)]], [[https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5731481/ | real-time motion feedback]], [[https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5731481/| timeseries bagging]] 
 +  * [[https://www.nature.com/articles/s41467-017-00908-7 | Sample weighting]] 
 +  * [[https://bmcmedresmethodol.biomedcentral.com/articles/10.1186/s12874-018-0615-6 | Multiple imputation]] 
 +  * Non-US publically available developmental datasets: Chinese Color Nest Project, Brazilian High Risk Cohort, Drakenstein Child Health Study, Growing Up in Singapore Torwards Healthy Outcomes. Non-US collected but not available imaging datasets (collaboration): BrainTime (Netherlands), YOUth (Netherlands), KaessGroup (Germany), c-VEDA (UK, India), CBD (China), NESDA (Netherlands), Betula (Sweden), Barbi (China) 
 + 
 +==== Surveys and Assessments ==== 
 +  * [[tools: ADI]] 
 +  * [[tools: STRAIN]] 
 +  * [[tools:uppsp|UPPS-P Impulsivity Scale]] 
 + 
 +==== Coding Languages and software tools ==== 
 +  * [[tools:r|R]] (used by R Studio) 
 +  * [[:tools:shell]] 
 +  * [[:tools:matlab]] 
 +  * [[tools:python|]] 
 +  * [[:tools:julia]] 
 +  * [[:tools:wiki]] 
 +  * [[:tools:zenodo]] 
 + 
 +==== Github ==== 
 +  * [[tools:Project reproducibility guides with gh-pages]] 
 +  * [[:tools:bfg]] 
 + 
 +==== General ==== 
 +  * [[tools:geocode]] 
 +  * [[tools:motrak]] 
 +  * [[tools:lncdtools|LNCD Tools]] 
 +  * [[tools:software|LNCD Software]] 
 +  * [[tools:db|LNCD Database]] 
 +  * [[tools:eyetracking|Eye Tracking]] 
 +  * [[tools:make|make]] 
 +  * [[tools:nic|NIC]] 
 +  * [[tools:presentation|NeuroBS Presentation]] 
 +  * [[tools:shell|Shell]] 
 +  * [[tools:tidyverse|R:tidyverse/dplyr]] 
 +  * [[tools:tutorials|Tutorials]] 
 +  * [[tools:wormhole|Magic Wormhole]] 
 +  * [[tools:lncdbot]] 
 +  * [[tools:highresolutionlogos]] 
 +  * [[tools:tmux]] 
 + 
 + 
 +==== Wiki ==== 
 +  * [[tools:wiki:map|Wiki Map Description]] 
 +  * [[tools:wiki:tricks|Wiki Tricks]] 
 +  * [[tools:projectsTemplate]] 
 + 
 +\\ 
 +----- 
 +=== Missing Pages === 
 +Linked from somewhere but the page doesn't exist yet ("orphans wanted"). 
 +~~NOCACHE~~ 
 +~~ORPHANSWANTED:wanted@tools~~
  
-{{simplenavi>tools}}