ArticleNeuroImage2023
Evaluating increases in sensitivity from NORDIC for diverse fMRI acquisition strategies.
Article in NeuroImage, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07024875 (Precision Neuroimaging of Parkinson's Disease), which is not on this map. Cited by 25 papers.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Precision Neuroimaging of Parkinson's Disease
Who cites it
25 citing papers in PubMed.
- Article
- Parallel processing chains span cytoarchitectures to organize association cortex.bioRxiv : the preprint server for biology · 2026Article
- Article
- Neptune: a toolbox for spinal cord functional MRI data processing and quality assurance.bioRxiv : the preprint server for biology · 2026Article
- Impact of thermal and physiological denoising on laminar functional connectivity.Scientific reports · 2026Article
- Precision functional neuroimaging reveals individually specific auditory responses in infants.Developmental cognitive neuroscience · 2026Article
- Unraveling the mesoscale resting-state functional connectivity of ocular dominance columns in humans using high-resolution functional MRI.Communications biology · 2025Article
- Precision functional imaging in infants using multi-echo fMRI at 7T.bioRxiv : the preprint server for biology · 2025Article
- Unraveling the mesoscale resting-state functional connectivity of ocular dominance columns in humans using high-resolution functional MRI.bioRxiv : the preprint server for biology · 2025Article
- Precision Functional Neuroimaging Reveals Individually Specific Auditory Responses in Infants.bioRxiv : the preprint server for biology · 2025Article
- Robust-tedana: An automated denoising pipeline for multi-echo fMRI data.bioRxiv : the preprint server for biology · 2025Article
- Terra Incognita - Contributions of the Olivo-Cerebellar System to Autism Spectrum Disorder.Cerebellum (London, England) · 2025Review
- The human brainstem's red nucleus was upgraded to support goal-directed action.Nature communications · 2025Article
- Mapping curvature domains in human V4 using CBV-sensitive layer-fMRI at 3T.Frontiers in neuroscience · 2025Article
- Multi-echo acquisition and thermal denoising advances precision functional imaging.Imaging neuroscience (Cambridge, Mass.) · 2025Article
- Precision Functional Mapping to Advance Developmental Psychiatry Research.Biological psychiatry global open science · 2024Review
- Principles of intensive human neuroimaging.Trends in neurosciences · 2024Article
- NOise Reduction with DIstribution Corrected (NORDIC) principal component analysis improves brain activity detection across rodent and human functional MRI contexts.Imaging neuroscience (Cambridge, Mass.) · 2024Article
- Precision fMRI and cluster-failure in the individual brain.Human brain mapping · 2024Article
- Evaluating the effect of denoising submillimeter auditory fMRI data with NORDIC.Imaging neuroscience (Cambridge, Mass.) · 2024Article
Corrections and comments
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Authors and funding
8 authors.
Funding
Abstract
As the neuroimaging field moves towards detecting smaller effects at higher spatial resolutions, and faster sampling rates, there is increased attention given to the deleterious contribution of unstructured, thermal noise. Here, we critically evaluate the performance of a recently developed reconstruction method, termed NORDIC, for suppressing thermal noise using datasets acquired with various field strengths, voxel sizes, sampling rates, and task designs. Following minimal preprocessing, statistical activation (t-values) of NORDIC processed data was compared to the results obtained with alternative denoising methods. Additionally, we examined the consistency of the estimates of task responses at the single-voxel, single run level, using a finite impulse response (FIR) model. To examine the potential impact on effective image resolution, the overall smoothness of the data processed with different methods was estimated. Finally, to determine if NORDIC alters or removes temporal information important for modeling responses, we employed an exhaustive leave-p-out cross validation approach, using FIR task responses to predict held out timeseries, quantified using R
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.