ArticleFrontiers in neuroinformatics2018
Deep Learning Methods to Process fMRI Data and Their Application in the Diagnosis of Cognitive Impairment: A Brief Overview and Our Opinion.
Article in Frontiers in neuroinformatics, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 30 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
30 citing papers in PubMed.
- Sales-Training-Inspired Optimization for Deep High-Order Principal Network in Autism Spectrum Disorder Classification.International journal of developmental neuroscience : the official journal of the International Society for Developmental Neuroscience · 2026Article
- Structurally restricted message-passing within shallow architectures for explainable network-level brain decoding on small cohorts.Frontiers in behavioral neuroscience · 2026Article
- Scanning the Horizon of Replicability in Neuroscience: A Recipe of Developing Replicable Deep Models for Functional Neuroimages.IEEE transactions on bio-medical engineering · 2026Article
- Review
- Towards Clinical Diagnoses: Classifying Alzheimer's Disease Using Single fMRI, Small Datasets, and Transfer Learning.Brain and behavior · 2025Article
- SAD: semi-supervised automatic detection of BOLD activations in high temporal resolution fMRI data.Magma (New York, N.Y.) · 2024Article
- Deep social neuroscience: the promise and peril of using artificial neural networks to study the social brain.Social cognitive and affective neuroscience · 2024Review
- Classification of ROI-based fMRI data in short-term memory tasks using discriminant analysis and neural networks.Frontiers in neuroinformatics · 2024Article
- DeepRetroMoCo: deep neural network-based retrospective motion correction algorithm for spinal cord functional MRI.Frontiers in psychiatry · 2024Article
- Data leakage in deep learning studies of translational EEG.Frontiers in neuroscience · 2024Article
- Accelerated preprocessing of large numbers of brain images by parallel computing on supercomputers.Scientific reports · 2023Article
- Data-efficient resting-state functional magnetic resonance imaging brain mapping with deep learning.Journal of neurosurgery · 2023Article
- Modeling the Visual Landscape: A Review on Approaches, Methods and Techniques.Sensors (Basel, Switzerland) · 2023Review
- Can MRI Be Used as a Sensor to Record Neural Activity?Sensors (Basel, Switzerland) · 2023Review
- Learning based motion artifacts processing in fNIRS: a mini review.Frontiers in neuroscience · 2023Review
- A transformer model for learning spatiotemporal contextual representation in fMRI data.Network neuroscience (Cambridge, Mass.) · 2023Article
- Article
- A hybrid learning framework for fine-grained interpretation of brain spatiotemporal patterns during naturalistic functional magnetic resonance imaging.Frontiers in human neuroscience · 2022Article
- Brain Decoding Using fMRI Images for Multiple Subjects through Deep Learning.Computational and mathematical methods in medicine · 2022Article
- A CNN Deep Local and Global ASD Classification Approach with Continuous Wavelet Transform Using Task-Based FMRI.Sensors (Basel, Switzerland) · 2021Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
PubMed holds no abstract for this paper.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.