References

3D modeling of the lateral ventricles and histological characterization of periventricular tissue in humans and mouse

10.3791/52328 · 2015 · External reference

Unresolved reference

2007 · External reference

Hippocampal atrophy and ventricular enlargement in normal aging, mild cognitive impairment (mci), and Alzheimer disease

10.1097/wad.0b013e3182163b62 · 2012 · External reference

The Alzheimer’s disease neuroimaging initiative: Annual change in biomarkers and clinical outcomes

10.1016/j.jalz.2010.03.002 · 2010 · External reference

Unresolved reference

2008 · External reference

Neuropathology and structural changes in hydrocephalus

10.1002/ddrr.94 · 2010 · External reference

Brain aging mechanisms with mechanical manifestations

10.1016/j.mad.2021.111575 · 2021 · External reference

Random forests

10.1023/a:1010933404324 · 2001 · External reference

Unresolved reference

1984 · External reference

Mechanical characterization of human brain tissue

10.1016/j.actbio.2016.10.036 · 2017 · External reference

3D finite-element brain modeling of lateral ventricular wall loading to rationalize periventricular white matter hyperintensity locations

10.1007/s00366-022-01700-y · 2022 · External reference

Cerebral ventricular changes associated with transitions between normal cognitive function, mild cognitive impairment, and dementia

10.1097/wad.0b013e318032d2b1 · 2007 · External reference

Unresolved reference

2016 · External reference

A comparative study of gnn and mlp based machine learning for the diagnosis of Alzheimer’s disease involving data synthesis

10.1016/j.neunet.2023.10.040 · 2024 · External reference

Mapping correlations between ventricular expansion and csf amyloid and tau biomarkers in 240 subjects with Alzheimer’s disease, mild cognitive impairment and elderly controls

10.1016/j.neuroimage.2009.02.015 · 2009 · External reference

Ventricular maps in 804 adni subjects: Correlations with csf biomarkers and clinical decline

10.1016/j.neurobiolaging.2010.05.001 · 2010 · External reference

Automated ventricular mapping with multi-atlas fluid image alignment reveals genetic effects in Alzheimer’s disease

10.1016/j.neuroimage.2007.11.047 · 2008 · External reference

The use of neuroimaging techniques in the early and differential diagnosis of dementia

10.1038/s41380-023-02215-8 · 2023 · External reference

Support-vector networks

10.1023/a:1022627411411 · 1995 · External reference

Lifespan changes of the human brain in Alzheimer’s disease

10.1038/s41598-019-39809-8 · 2019 · External reference

Integrating adni results into Alzheimer’s disease drug development programs

10.1016/j.neurobiolaging.2010.03.016 · 2010 · External reference

Aging-related lateral ventricular shape changes and corresponding mechanical loading derived from longitudinal image registration

10.1007/s10237-026-02080-8 · 2026 · External reference

Structural mri biomarkers for preclinical and mild Alzheimer’s disease

10.1002/hbm.20744 · 2009 · External reference

Shape differences of the brain ventricles in Alzheimer’s disease

10.1016/j.neuroimage.2006.05.048 · 2006 · External reference

Ventricular shape biomarkers for Alzheimer’s disease in clinical mr images

10.1002/mrm.21471 · 2008 · External reference

One-year brain atrophy evident in healthy aging

10.1523/jneurosci.3252-09.2009 · 2009 · External reference

“Mini-mental state”. A practical method for grading the cognitive state of patients for the clinician

10.1016/0022-3956(75)90026-6 · 1975 · External reference

Unbiased average age-appropriate atlases for pediatric studies

10.1016/j.neuroimage.2010.07.033 · 2011 · External reference

The clinical use of structural mri in Alzheimer disease

10.1038/nrneurol.2009.215 · 2010 · External reference

Machine learning approaches for predicting progression to Alzheimer’s disease in patients with mild cognitive impairment

10.1007/s40846-024-00918-z · 2025 · External reference

Improving alignment in tract-based spatial statistics: Evaluation and optimization of image registration

10.1016/j.neuroimage.2013.03.015 · 2013 · External reference

Maximizing power to track Alzheimer’s disease and mci progression by lda-based weighting of longitudinal ventricular surface features

10.1016/j.neuroimage.2012.12.052 · 2013 · External reference

Shape matching with medial curves and 1-d group-wise registration

2012 · External reference

Nonlinear solid mechanics: A continuum approach for engineering science

10.1023/a:1020843529530 · 2002 · External reference

3D characterization of brain atrophy in Alzheimer’s disease and mild cognitive impairment using tensor-based morphometry

10.1016/j.neuroimage.2008.02.010 · 2008 · External reference

Predicting the course of Alzheimer’s progression

10.1186/s40708-019-0099-0 · 2019 · External reference

The alzheimer’s disease neuroimaging initiative (adni): Mri methods

10.1002/jmri.21049 · 2008 · External reference

Rates of hippocampal atrophy correlate with change in clinical status in aging and ad

10.1212/wnl.55.4.484 · 2000 · External reference

Serial pib and mri in normal, mild cognitive impairment and Alzheimer’s disease: Implications for sequence of pathological events in Alzheimer’s disease

10.1093/brain/awp062 · 2009 · External reference

Explainable ai-based Alzheimer’s prediction and management using multimodal data

10.1371/journal.pone.0294253 · 2023 · External reference

Alzheimer’s disease accelerates cerebral atrophy by over a decade compared to healthy aging: Shima jalalian, j. weickenmeier

2026 · External reference

Improved optimization for the robust and accurate linear registration and motion correction of brain images

10.1006/nimg.2002.1132 · 2002 · External reference

Fsl

10.1016/j.neuroimage.2011.09.015 · 2012 · External reference

Early-stage Alzheimer’s disease prediction using machine learning models

10.3389/fpubh.2022.853294 · 2022 · External reference

Longitudinal mri and cognitive change in healthy elderly

10.1037/0894-4105.21.4.412 · 2007 · External reference

Deep learning

10.1038/nature14539 · 2015 · External reference

Cerebral atrophy in mild cognitive impairment and alzheimer disease: Rates and acceleration

10.1212/wnl.0b013e318281ccd3 · 2013 · External reference

Classification and regression by randomforest

10.1057/9780230509993 · 2002 · External reference

Disentangling normal aging from alzheimer’s disease in structural magnetic resonance images

10.1016/j.neurobiolaging.2014.07.046 · 2015 · External reference

Mapping ventricular expansion onto cortical gray matter in older adults

10.1016/j.neurobiolaging.2014.03.044 · 2015 · External reference

Studying the manifold structure of Alzheimer’s disease: A deep learning approach using convolutional autoencoders

10.1109/jbhi.2019.2914970 · 2020 · External reference

Development of cognitive instruments for use in clinical trials of antidementia drugs: Additions to the Alzheimer’s disease assessment scale that broaden its scope. The Alzheimer’s disease cooperative study

10.1097/00002093-199700112-00003 · 1997 · External reference

Using the folstein mini mental state exam (mmse) to explore methodological issues in cognitive aging research

10.1007/s10433-012-0234-8 · 2012 · External reference

The clinical dementia rating (cdr): Current version and scoring rules

10.1212/wnl.43.11.2412-a · 1993 · External reference

Pittsburgh compound b imaging and prediction of progression from cognitive normality to symptomatic Alzheimer disease

10.1001/archneurol.2009.269 · 2009 · External reference

Ventricular enlargement as a possible measure of Alzheimer’s disease progression validated using the alzheimer’s disease neuroimaging initiative database

10.1093/brain/awn146 · 2008 · External reference

Mechanical stress related to brain atrophy in Alzheimer’s disease

10.1016/j.jalz.2015.03.005 · 2016 · External reference

Brain mechanical properties predict longitudinal cognitive change in aging and Alzheimer’s disease

10.1016/j.neurobiolaging.2025.01.001 · 2025 · External reference

Scikit-learn: Machine learning in python

2011 · External reference

Alzheimer’s disease neuroimaging initiative (adni): Clinical characterization

10.1212/wnl.0b013e3181cb3e25 · 2010 · External reference

Mild cognitive impairment: Clinical characterization and outcome

10.1001/archneur.56.3.303 · 1999 · External reference

Measurement of functional activities in older adults in the community

10.1093/geronj/37.3.323 · 1982 · External reference

Structural progression of Alzheimer’s disease over decades: The mri staging scheme

10.1093/braincomms/fcac109 · 2022 · External reference

Unresolved reference

2021 · External reference

Diagnosis of Alzheimer’s disease by joining dual attention cnn and mlp based on structural mris, clinical and genetic data

10.1016/j.artmed.2023.102678 · 2023 · External reference

Regional shape abnormalities in mild cognitive impairment and Alzheimer’s disease

10.1016/j.neuroimage.2009.01.013 · 2009 · External reference

Differential aging of the brain: Patterns, cognitive correlates and modifiers

10.1016/j.neubiorev.2006.07.001 · 2006 · External reference

Longitudinal magnetic resonance imaging studies of older adultes: A shrinking brain

10.1523/jneurosci.23-08-03295.2003 · 2003 · External reference

In vivo three-dimensional surface geometry of abdominal aortic aneurysms

10.1114/1.202 · 1999 · External reference

Deep learning in neural networks: An overview

10.1016/j.neunet.2014.09.003 · 2015 · External reference

10.25080/majora-92bf1922-011

10.25080/majora-92bf1922-011 · External reference

Studying ventricular abnormalities in mild cognitive impairment with hyperbolic ricci flow and tensor-based morphometry

10.1016/j.neuroimage.2014.09.062 · 2015 · External reference

Ventriculomegaly associated with ependymal gliosis and declines in barrier integrity in the aging human and mouse brain

10.1111/acel.12184 · 2014 · External reference

Diagnostic classification and biomarker identification of Alzheimer’s disease with random forest algorithm

10.3390/brainsci11040453 · 2021 · External reference

Alzheimer’s disease prediction using machine learning techniques and principal component analysis (pca)

2023 · External reference

Shape abnormalities of subcortical and ventricular structures in mild cognitive impairment and Alzheimer’s disease: Detecting, quantifying, and predicting

10.1002/hbm.22431 · 2014 · External reference

Mapping hippocampal and ventricular change in Alzheimer disease

10.1016/j.neuroimage.2004.03.040 · 2004 · External reference

Ventricular and periventricular anomalies in the aging and cognitively impaired brain

10.3389/fnagi.2017.00445 · 2017 · External reference

Structural mri changes detectable up to ten years before clinical Alzheimer’s disease

10.1016/j.neurobiolaging.2011.05.018 · 2012 · External reference

Mri and csf biomarkers in normal, mci, and ad subjects

2009 · External reference

Unresolved reference

2005 · External reference

Scipy 1.0: Fundamental algorithms for scientific computing in python

10.1038/s41592-019-0686-2 · 2020 · External reference

Mechanical loading of the ventricular wall as a spatial indicator for periventricular white matter degeneration

10.1016/j.jmbbm.2023.105921 · 2023 · External reference

Peak ependymal cell stretch overlaps with the onset locations of periventricular white matter lesions

10.1038/s41598-021-00610-1 · 2021 · External reference

An inverse modelling study on the local volume changes during early morphoelastic growth of the fetal human brain

10.1016/j.brain.2021.100023 · 2021 · External reference

Surface-based tbm boosts power to detect disease effects on the brain: An n=804 adni study

10.1016/j.neuroimage.2011.03.040 · 2011 · External reference

Xgboost-shap-based interpretable diagnostic framework for Alzheimer’s disease

10.1186/s12911-023-02238-9 · 2023 · External reference

Fluorodeoxyglucose-positron-emission tomography, single-photon emission tomography, and structural mr imaging for prediction of rapid conversion to Alzheimer disease in patients with mild cognitive impairment: A meta-analysis

10.3174/ajnr.a1357 · 2009 · External reference