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A hierarchical clustering approach to identify repeated enrollments in web survey data

PloS one, 2018-09, Vol.13 (9), p.e0204394-e0204394

2018

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Fully automatic hippocampus segmentation and classification in Alzheimer's disease and mild cognitive impairment applied on data from ADNI

Hippocampus, 2009-06, Vol.19 (6), p.579-587

2009

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Hyperbolic Wheel: A Novel Hyperbolic Space Graph Viewer for Hierarchical Information Content

ISRN Computer Graphics, 2012-10, Vol.2012, p.1-10

2012

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Requiring an amyloid-beta1-42 biomarker for prodromal Alzheimer's disease or mild cognitive impairment does not lead to more efficient clinical trials

Alzheimer's & dementia, 2010-09, Vol.6 (5), p.367-377

2010

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P1-318 Metabolic patterns associated with the clinical response to galantamine therapy: an FDG-PET study

Neurobiology of aging, 2004-07, Vol.25, p.S187-S187

2004

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P2-161 Automated brain tissue assessment in the elderly and demented population: construction and validation of a sub-volume probabilistic brain atlas

Neurobiology of aging, 2004-07, Vol.25, p.S271-S271

2004

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Data Science and Predictive Analytics: Biomedical and Health Applications using R

Dinov, Ivo D

1st ed. 2018., 2018

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Methodological challenges and analytic opportunities for modeling and interpreting Big Healthcare Data

Gigascience, 2016-02, Vol.5 (1), p.12-12, Article 12

Dinov, Ivo D

2016

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Neuroinformatics Applications of Data Science and Artificial Intelligence

Neuroinformatics (Totowa, N.J.), 2024-09

Dinov, Ivo D

2024

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Data Science and Predictive Analytics: Biomedical and Health Applications Using R

Dinov, Ivo D

Second edition, 2023

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Predictive Big Data Analytics: A Study of Parkinson's Disease Using Large, Complex, Heterogeneous, Incongruent, Multi-Source and Incomplete Observations

PloS one, 2016-08, Vol.11 (8), p.e0157077-e0157077

2016

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Data Science: Time Complexity, Inferential Uncertainty, and Spacekime Analytics

1, 2021

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Machine learning techniques for personalized breast cancer risk prediction: comparison with the BCRAT and BOADICEA models

Breast cancer research : BCR, 2019-06, Vol.21 (1), p.75-75, Article 75

2019

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Age-Related Differences in Brain Morphology and the Modifiers in Middle-Aged and Older Adults

Cerebral cortex (New York, N.Y. 1991), 2019-09, Vol.29 (10), p.4169-4193

2019

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Deep learning in pharmacogenomics: from gene regulation to patient stratification

Pharmacogenomics, 2018-05, Vol.19 (7), p.629-650

2018

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Machine learning-based colorectal cancer prediction using global dietary data

BMC cancer, 2023-02, Vol.23 (1), p.144-144, Article 144

2023

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Model-based and Model-free Machine Learning Techniques for Diagnostic Prediction and Classification of Clinical Outcomes in Parkinson’s Disease

Scientific reports, 2018-05, Vol.8 (1), p.7129-21, Article 7129

2018

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Sex matters during adolescence: testosterone-related cortical thickness maturation differs between boys and girls

PloS one, 2012-03, Vol.7 (3), p.e33850-e33850

2012

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Flipping the grant application review process

Studies in higher education (Dorchester-on-Thames), 2020-08, Vol.45 (8), p.1737-1745

Dinov, Ivo D.

2020

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Znet: Deep Learning Approach for 2D MRI Brain Tumor Segmentation

IEEE journal of translational engineering in health and medicine, 2022-01, Vol.10, p.1-8

2022

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Compressive Big Data Analytics: An ensemble meta-algorithm for high-dimensional multisource datasets

PloS one, 2020-08, Vol.15 (8), p.e0228520

2020

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Along-tract statistics allow for enhanced tractography analysis

NeuroImage (Orlando, Fla.), 2012-02, Vol.59 (4), p.3227-3242

2012

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Sex-related differences of cortical thickness in patients with chronic abdominal pain

PloS one, 2013-09, Vol.8 (9), p.e73932-e73932

2013

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Modeling and prediction of pressure injury in hospitalized patients using artificial intelligence

BMC medical informatics and decision making, 2021-08, Vol.21 (1), p.253-253, Article 253

2021

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A role for ephrin-A5 in axonal sprouting, recovery, and activity-dependent plasticity after stroke

Proceedings of the National Academy of Sciences - PNAS, 2012-08, Vol.109 (33), p.13154-13155

2012

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A hierarchical clustering approach to identify repeated enrollments in web survey data

Fully automatic hippocampus segmentation and classification in Alzheimer's disease and mild cognitive impairment applied on data from ADNI

Hyperbolic Wheel: A Novel Hyperbolic Space Graph Viewer for Hierarchical Information Content

Requiring an amyloid-beta1-42 biomarker for prodromal Alzheimer's disease or mild cognitive impairment does not lead to more efficient clinical trials

P1-318 Metabolic patterns associated with the clinical response to galantamine therapy: an FDG-PET study

P2-161 Automated brain tissue assessment in the elderly and demented population: construction and validation of a sub-volume probabilistic brain atlas

Data Science and Predictive Analytics: Biomedical and Health Applications using R

Methodological challenges and analytic opportunities for modeling and interpreting Big Healthcare Data

Neuroinformatics Applications of Data Science and Artificial Intelligence

Data Science and Predictive Analytics: Biomedical and Health Applications Using R

Predictive Big Data Analytics: A Study of Parkinson's Disease Using Large, Complex, Heterogeneous, Incongruent, Multi-Source and Incomplete Observations

Data Science: Time Complexity, Inferential Uncertainty, and Spacekime Analytics

Machine learning techniques for personalized breast cancer risk prediction: comparison with the BCRAT and BOADICEA models

Age-Related Differences in Brain Morphology and the Modifiers in Middle-Aged and Older Adults

Deep learning in pharmacogenomics: from gene regulation to patient stratification

Machine learning-based colorectal cancer prediction using global dietary data

Model-based and Model-free Machine Learning Techniques for Diagnostic Prediction and Classification of Clinical Outcomes in Parkinson’s Disease

Sex matters during adolescence: testosterone-related cortical thickness maturation differs between boys and girls

Flipping the grant application review process

Znet: Deep Learning Approach for 2D MRI Brain Tumor Segmentation

Compressive Big Data Analytics: An ensemble meta-algorithm for high-dimensional multisource datasets

Along-tract statistics allow for enhanced tractography analysis

Sex-related differences of cortical thickness in patients with chronic abdominal pain

Modeling and prediction of pressure injury in hospitalized patients using artificial intelligence

A role for ephrin-A5 in axonal sprouting, recovery, and activity-dependent plasticity after stroke

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