ArticleFrontiers in neurology2019
Machine Learning-Based Framework for Differential Diagnosis Between Vascular Dementia and Alzheimer's Disease Using Structural MRI Features.
Article in Frontiers in neurology, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers, 1 of them a synthesis that pooled it.
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
22 citing papers in PubMed, 1 synthesis or guideline pooled it, 51 citations in OpenAlex.
- Machine Learning for Dementia Prediction: A Systematic Review and Future Research Directions.Journal of medical systems · 2023Pooled it
- Predicting future dementia from routine clinical MRI and linked healthcare data.Alzheimer's research & therapy · 2026Article
- Multimodal neuroimaging and AI integration in cognitive disorders: advances, challenges, and future directions for precision medicine.Psychoradiology · 2026Review
- Developments in MRI radiomics research for vascular cognitive impairment.Insights into imaging · 2025Review
- MINDSETS: Multi-omics Integration with Neuroimaging for Dementia Subtyping and Effective Temporal Study.Scientific reports · 2025Article
- Influence of lung function on macro- and micro-structural brain changes in mid- and late-life.International journal of surgery (London, England) · 2025Article
- Augmenting radiological assessment of imaging evident dementias with radiomic analysis.NPJ dementia · 2025Article
- Research on magnetic resonance imaging in diagnosis of Alzheimer's disease.European journal of medical research · 2024Review
- AI-based differential diagnosis of dementia etiologies on multimodal data.Nature medicine · 2024Article
- Mapping Knowledge Landscapes and Emerging Trends in AI for Dementia Biomarkers: Bibliometric and Visualization Analysis.Journal of medical Internet research · 2024Article
- Integrating Demographics and Imaging Features for Various Stages of Dementia Classification: Feed Forward Neural Network Multi-Class Approach.Biomedicines · 2024Article
- AI-based differential diagnosis of dementia etiologies on multimodal data.medRxiv : the preprint server for health sciences · 2024Article
- "Association of blood cell indices and anemia with risk of incident dementia": Missing important covariates in MRI analysis may be misleading.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2024Article
- Association between Resting Heart Rate and Machine Learning-Based Brain Age in Middle- and Older-Age.The journal of prevention of Alzheimer's disease · 2024Article
- Exploring research hotspots and emerging trends in neuroimaging of vascular cognitive impairment: a bibliometric and visualized analysis.Frontiers in aging neuroscience · 2024Article
- Alzheimer's and vascular disease classification using regional texture biomarkers in FLAIR MRI.NeuroImage. Clinical · 2023Article
- Automated brain volumetric measures with AccuBrain: version comparison in accuracy, reproducibility and application for diagnosis.BMC medical imaging · 2022Article
- Functional MRI andTherapeutic advances in neurological disorders · 2022Article
- Analysis of Features of Alzheimer's Disease: Detection of Early Stage from Functional Brain Changes in Magnetic Resonance Images Using a Finetuned ResNet18 Network.Diagnostics (Basel, Switzerland) · 2021Article
- Use of Patient-Reported Symptoms from an Online Symptom Tracking Tool for Dementia Severity Staging: Development and Validation of a Machine Learning Approach.Journal of medical Internet research · 2020Article
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 at 1 institution in 1 country.
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.