ArticleScientific reports2022
Identification and validation of Alzheimer's disease-related metabolic brain pattern in biomarker confirmed Alzheimer's dementia patients.
Article in Scientific reports, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
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Who cites it
14 citing papers in PubMed, 29 citations in OpenAlex.
- Glycolysis-enhancing αAlzheimer's research & therapy · 2026Article
- Metabolic brain networks in dementia with Lewy bodies: from prodromal to manifest disease stages.Journal of neurology, neurosurgery, and psychiatry · 2026Article
- Developing an explainable machine learning and fog computing-based visual rating scale for the prediction of dementia progression.Scientific reports · 2025Article
- Multimodal radiomics of cerebellar subregions for machine learning-driven Alzheimer's disease diagnosis.Frontiers in aging neuroscience · 2025Article
- The causal association between resting state intrinsic functional networks and neurodegeneration.Brain communications · 2025Article
- An artificial intelligence-derived metabolic network predicts psychosis in Alzheimer's disease.Brain communications · 2025Article
- Integrated cerebellar radiomic-network model for predicting mild cognitive impairment in Alzheimer's disease.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2025Article
- Aging, Neurodegenerative Disorders, and Cerebellum.International journal of molecular sciences · 2024Review
- The Association of Selected GWAS Reported AD Risk Loci with CSF Biomarker Levels and Cognitive Decline in Slovenian Patients.International journal of molecular sciences · 2023Article
- Effect of the identification group size and image resolution on the diagnostic performance of metabolic Alzheimer's disease-related pattern.EJNMMI research · 2023Article
- Diagnosis of autism spectrum disorder based on functional brain networks and machine learning.Scientific reports · 2023Article
- Functional brain networks in the evaluation of patients with neurodegenerative disorders.Nature reviews. Neurology · 2023Review
- Energy Crisis Links to Autophagy and Ferroptosis in Alzheimer's Disease: Current Evidence and Future Avenues.Current neuropharmacology · 2023Article
- Automated differential diagnosis of dementia syndromes using FDG PET and machine learning.Frontiers in aging neuroscience · 2022Article
Corrections and comments
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Authors and funding
7 authors at 3 institutions in 2 countries.
Funding
Abstract
Metabolic brain biomarkers have been incorporated in various diagnostic guidelines of neurodegenerative diseases, recently. To improve their diagnostic accuracy a biologically and clinically homogeneous sample is needed for their identification. Alzheimer's disease-related pattern (ADRP) has been identified previously in cohorts of clinically diagnosed patients with dementia due to Alzheimer's disease (AD), meaning that its diagnostic accuracy might have been reduced due to common clinical misdiagnosis. In our study, we aimed to identify ADRP in a cohort of AD patients with CSF confirmed diagnosis, validate it in large out-of-sample cohorts and explore its relationship with patients' clinical status. For identification we analyzed 2-[
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