ArticleFrontiers in psychiatry2021
Correlation Constraints for Regression Models: Controlling Bias in Brain Age Prediction.
Article in Frontiers in psychiatry, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers.
What it found
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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.
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Who cites it
21 citing papers in PubMed.
- Improving racial fairness in brain age models using style-transfer synthesis.bioRxiv : the preprint server for biology · 2026Article
- Genome-wide analysis of subcortical aging identifies a spatially structured pattern of genetic associations.GeroScience · 2026Article
- Deep learning-based MRI analysis reveals Lewy body co-pathology accelerates brain aging in Alzheimer's disease.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026Article
- Deep neural networks and genome-wide associations reveal the polygenic architecture of local brain aging.GeroScience · 2026Article
- Aging beyond diagnosis: the MRI brain age gap across disorders.GeroScience · 2026Review
- Alzheimer's Disease Brain Phenotypes are Age-dependent.bioRxiv : the preprint server for biology · 2026Article
- The association between a pro-inflammatory diet and brain age in middle-aged and older adults.European journal of epidemiology · 2026Article
- Systematic Bias of Machine Learning Regression Models and Correction.IEEE transactions on pattern analysis and machine intelligence · 2025Article
- Joint Aging Patterns in Brain Function and Structure Revealed Using 27,793 Samples.Research (Washington, D.C.) · 2025Article
- Decoding MRI-informed brain age using mutual information.Insights into imaging · 2024Article
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- Ordinal Classification with Distance Regularization for Robust Brain Age Prediction.IEEE Winter Conference on Applications of Computer Vision. IEEE Winter Conference on Applications of Computer Vision · 2024Article
- Introduction to Large Language Models (LLMs) for dementia care and research.Frontiers in dementia · 2024Article
- Brain age prediction using combined deep convolutional neural network and multi-layer perceptron algorithms.Scientific reports · 2023Article
- Significant Acceleration of Regional Brain Aging and Atrophy After Mild Traumatic Brain Injury.The journals of gerontology. Series A, Biological sciences and medical sciences · 2023Article
- Regional Neuroanatomic Effects on Brain Age Inferred Using Magnetic Resonance Imaging and Ridge Regression.The journals of gerontology. Series A, Biological sciences and medical sciences · 2023Article
- A Skewed Loss Function for Correcting Predictive Bias in Brain Age Prediction.IEEE transactions on medical imaging · 2023Article
- Anatomically interpretable deep learning of brain age captures domain-specific cognitive impairment.Proceedings of the National Academy of Sciences of the United States of America · 2023Article
- Multimodal biological brain age prediction using magnetic resonance imaging and angiography with the identification of predictive regions.Human brain mapping · 2022Article
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
In neuroimaging, the difference between chronological age and predicted brain age, also known as
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.