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List of works by Ivo Dinov

3D Cell Nuclear Morphology: Microscopy Imaging Dataset and Voxel-Based Morphometry Classification Results

3D Cell Nuclear Morphology: Microscopy Imaging Dataset and Voxel-Based Morphometry Classification Results

article published in 2017

3D Shape Modeling for Cell Nuclear Morphological Analysis and Classification

scientific article published in Scientific Reports

3D Shape Modeling for Cell Nuclear Morphological Analysis and Classification

3D comparison of hippocampal atrophy in amnestic mild cognitive impairment and Alzheimer's disease

scientific article published on 3 October 2006

A Computational Model of Multidimensional Shape

scientific article

A Narrow-Band Approach for Approximating the Laplace-Beltrami Spectrum of 3D Shapes

A Study of Students' Learning Styles, Discipline Attitudes and Knowledge Acquisition in Technology-Enhanced Probability and Statistics Education.

scientific article

A commonly carried allele of the obesity-related FTO gene is associated with reduced brain volume in the healthy elderly

scientific article

A learning based algorithm for automatic extraction of the cortical sulci

scientific article published on 01 January 2006

A multimodal, multidimensional atlas of the C57BL/6J mouse brain

scientific article published on February 2004

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

scientific article

A wavelet-based statistical analysis of FMRI data: I. motivation and data distribution modeling

scientific article

Age effects on hippocampal structural changes in old men: the HAAS.

scientific article published on 27 December 2007

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

article

Along-tract statistics allow for enhanced tractography analysis

scientific article published on 9 November 2011

An automatic framework for quantitative validation of voxel based morphometry measures of anatomical brain asymmetry

scientific article published on 18 June 2014

Analyzing functional brain images in a probabilistic atlas: a validation of subvolume thresholding

scientific article published on January 2000

Anisotropic Laplace-Beltrami Eigenmaps: Bridging Reeb Graphs and Skeletons

scientific article

Aortic valve-sparing repair with autologous pericardial leaflet extension has a greater early re-operation rate in congenital versus acquired valve disease☆

Aortic valve-sparing repair with autologous pericardial leaflet extension has low long-term mortality and reoperation rates in children and adults.

scientific article published in January 2007

Applications of Frequency Dependent Wavelet Shrinkage to Analyzing Quality of Image Registration

Applications of the pipeline environment for visual informatics and genomics computations

scientific article (publication date: 26 July 2011)

Automated Sulci Identification via Intrinsic Modeling of Cortical Anatomy

scientific article published on 01 January 2010

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

scientific article published in July 2005

Automated extraction of the cortical sulci based on a supervised learning approach

scientific article published in April 2007

Automated hippocampal shape analysis predicts the onset of dementia in mild cognitive impairment

scientific article

BDQC: a general-purpose analytics tool for domain-blind validation of Big Data

Bayesian approach for network modeling of brain structural features

Big Longitudinal Data Analysis

Big biomedical data as the key resource for discovery science

scientific article published on 21 July 2015

Brain MRI tissue classification based on local Markov random fields

scientific article

Brain anatomical structure segmentation by hybrid discriminative/generative models

scientific article

CUDA optimization strategies for compute- and memory-bound neuroimaging algorithms

scientific article published on 15 December 2010

Central Limit Theorem: New SOCR Applet and Demonstration Activity

scientific article

Cerebral correlates of psychotic symptoms in Alzheimer's disease

scientific article

Classification of spatially unaligned fMRI scans

scientific article

Coiling and maturation of a high-performance fibre in hagfish slime gland thread cells

scientific article

Comparing 3 T and 1.5 T MRI for tracking Alzheimer's disease progression with tensor-based morphometry

scientific article

Comparison of genomic data via statistical distribution

scientific article

Complete hazard ranking to analyze right-censored data: An ALS survival study.

scientific article published on 18 December 2017

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

scientific article published on 28 August 2020

Confidence interval based parameter estimation--a new SOCR applet and activity

scientific article

Controlled feature selection and compressive big data analytics: Applications to biomedical and health studies

Conversion of mild cognitive impairment to Alzheimer disease predicted by hippocampal atrophy maps

scientific article published in May 2006

Cortical Shape Analysis in the Laplace-Beltrami Feature Space

Cortical Sulcal Atlas Construction Using a Diffeomorphic Mapping Approach

scientific article published on 01 January 2010

Data Science and Predictive Analytics

scholarly article published 2018

Data Visualization

chapter in Data Science and Predictive Analytics

DataSifter II: Partially synthetic data sharing of sensitive information containing time-varying correlated observations

scientific article published in 2022

Decision Tree Divide and Conquer Classification

Deep learning in pharmacogenomics: from gene regulation to patient stratification

scientific article published on 26 April 2018

Determinism, well-posedness, and applications of the ultrahyperbolic wave equation in spacekime

scientific article published in 2022

Diffeomorphic sulcal shape analysis on the cortex

scientific article

Differentiating prenatal exposure to methamphetamine and alcohol versus alcohol and not methamphetamine using tensor-based brain morphometry and discriminant analysis

scientific article

Dimensionality Reduction

Direct cortical mapping via solving partial differential equations on implicit surfaces

scientific article

Direct mapping of hippocampal surfaces with intrinsic shape context

scientific article

Disease and genetic contributions toward local tissue volume disturbances in schizophrenia: a tensor-based morphometry study

scientific article published in September 2012

Early nonischemic oxidative metabolic dysfunction leads to chronic brain atrophy in traumatic brain injury

scientific article

Edge-Enhanced Image Reconstruction Using (TV) Total Variation and Bregman Refinement

Efficient, Distributed and Interactive Neuroimaging Data Analysis Using the LONI Pipeline

scientific article (publication date: 2009)

Evaluation of Methods for Cell Nuclear Structure Analysis from Microscopy Data

Evaluation of connectivity measures and anatomical features for statistical brain networks

FAST EDGE-FILTERED IMAGE UPSAMPLING.

scientific article

FKBP5 and attention bias for threat: associations with hippocampal function and shape

scientific article published on April 2013

Fast local trust region technique for diffusion tensor registration using exact reorientation and regularization

scientific article published on 18 July 2013

Forecasting Numeric Data Using Regression Models

Foundations of R

FragFlow Automated Fragment Detection in Scientific Workflows

Gene Expression Data to Mouse Atlas Registration Using a Nonlinear Elasticity Smoother and Landmark Points Constraints

scientific article

Gene interactions and structural brain change in early-onset Alzheimer's disease subjects using the pipeline environment

scientific article

Gene to mouse atlas registration using a landmark-based nonlinear elasticity smoother

article

Genetic Testing and Surveillance of Young Breast Cancer Survivors and Blood Relatives: A Cluster Randomized Trial

scientific article published on 05 September 2020

Genetic algorithms for finite mixture model based voxel classification in neuroimaging

scientific article

Grant Review: American Idol or Big Brother?

article

HAMILTON-JACOBI SKELETONS ON CORTICAL SURFACES WITH APPLICATIONS IN CHARACTERIZING THE GYRIFICATION PATTERN INWILLIAMS SYNDROME

HDDA: DataSifter: statistical obfuscation of electronic health records and other sensitive datasets

article

Hamilton-Jacobi skeleton on cortical surfaces

scientific article published on May 2008

High-throughput neuroimaging-genetics computational infrastructure

scientific article published on 23 April 2014

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

I'll take that to go: Big data bags and minimal identifiers for exchange of large, complex datasets

IRMA: An Image Registration Meta-algorithm

Impact of using a broad-based multi-institutional approach to build capacity for non-communicable disease research in Thailand.

scientific article published on 14 June 2019

Improving Model Performance

Infant Learning and Memory

scientific article (publication date: 2012)

Integrated, Multidisciplinary and Technology-Enhanced Science Education: The Next Frontier ⬇️

scientific article published on March 1, 2008

Interacting with the National Database for Autism Research (NDAR) via the LONI Pipeline workflow environment

scientific article

Irritable bowel syndrome in female patients is associated with alterations in structural brain networks

scientific article

Joint sulcal detection on cortical surfaces with graphical models and boosted priors

scientific article published on March 2009

Joint sulci detection using graphical models and boosted priors

scientific article

LAPLACE-BELTRAMI NODAL COUNTS: A NEW SIGNATURE FOR 3D SHAPE ANALYSIS

scientific article

LONI MiND: metadata in NIfTI for DWI.

scientific article

LONI visualization environment

scientific article published on June 2006

Law of Large Numbers: the Theory, Applications and Technology-based Education

scientific article (publication date: March 2009)

Lazy Learning: Classification Using Nearest Neighbors

Left Frontotemporal Hypoperfusion Is Associated With Aggression in Patients With Dementia

scientific article published on 01 June 2000

Level Set Based Nonlocal Surface Restoration

Linear Algebra & Matrix Computing

scholarly article published 2018

Locally Weighted Multi-atlas Construction

MRI RESOLUTION ENHANCEMENT USING TOTAL VARIATION REGULARIZATION.

scientific article

MRI Tissue Segmentation Using a Variational Multilayer Approach

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

scientific article published on 20 June 2019

Managing Data in R

Metabolic patterns associated with the clinical response to galantamine therapy: a fludeoxyglucose f 18 positron emission tomographic study

scientific article published on May 2005

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

scientific article

Model-Based and Model-Free Techniques for Amyotrophic Lateral Sclerosis Diagnostic Prediction and Patient Clustering

article

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

scientific article published on 8 May 2018

Motivation

article published in 2018

Multimodal, multidimensional models of mouse brain

scientific article

Neuroimaging study designs, computational analyses and data provenance using the LONI pipeline

scientific article

Neurological imaging: statistics behind the pictures ⬇️

scientific article (publication date: August 2011)

Next generation sequence analysis and computational genomics using graphical pipeline workflows

scientific article

Nonconvulsive seizures after traumatic brain injury are associated with hippocampal atrophy

scientific article

Nonlinear Elasticity Registration and Sobolev Gradients

Obesity is linked with lower brain volume in 700 AD and MCI patients

scientific article

Orbital and dorsolateral frontal perfusion defect associated with behavioral response to cholinesterase inhibitor therapy in Alzheimer's disease

scientific article published in January 2000

Pattern of hippocampal shape and volume differences in blind subjects

scientific article published on 12 March 2009

Pedagogical utilization and assessment of the statistic online computational resource in introductory probability and statistics courses

scientific article

Predictive Big Data Analytics using the UK Biobank Data

scientific article published on 12 April 2019

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

scientific article

Probabilistic Learning: Classification Using Naive Bayes

Probability Distributome: A Web Computational Infrastructure for Exploring the Properties, Interrelations, and Applications of Probability Distributions

scientific article published on 26 June 2015

Puberty influences medial temporal lobe and cortical gray matter maturation differently in boys than girls matched for sexual maturity

scientific article

Publisher Correction: 3D Shape Modeling for Cell Nuclear Morphological Analysis and Classification

scientific article published in Scientific Reports

Quant data science meets dexterous artistry

scholarly article by Ivo Dinov published 16 June 2018 in International Journal of Data Science and Analytics

Quantitative comparison and analysis of brain image registration using frequency-adaptive wavelet shrinkage

scientific article published in March 2002

Randomization-Based Statistical Inference: A Resampling and Simulation Infrastructure

Regional neuroplastic brain changes in patients with chronic inflammatory and non-inflammatory visceral pain

scientific article published on 08 January 2014

Resting-state fMRI can reliably map neural networks in children

scientific article

Robust surface reconstruction via Laplace-Beltrami eigen-projection and boundary deformation

scientific article

Rotational 3D mechanogenomic Turing patterns of human colon Caco-2 cells during differentiation

SOCR Analyses - an Instructional Java Web-based Statistical Analysis Toolkit

scientific article

SOCR Analyses: Implementation and Demonstration of a New Graphical Statistics Educational Toolkit

scientific article

SOCR Motion Charts: An Efficient, Open-Source, Interactive and Dynamic Applet for Visualizing Longitudinal Multivariate Data

scientific article

SOCR data dashboard: an integrated big data archive mashing medicare, labor, census and econometric information

scientific article

SOCR: Statistics Online Computational Resource ⬇️

scientific article published on October 1, 2006

SOCRAT Platform Design: A Web Architecture for Interactive Visual Analytics Applications

scholarly article published April 2017

SOCRAT: A Dynamic Web Toolbox for Interactive Data Processing, Analysis and Visualization

scientific article published in 2022

STRUCTURAL BRAIN CHANGES IN EARLY-ONSET ALZHEIMER'S DISEASE SUBJECTS USING THE PIPELINE ENVIRONMENT

STRUCTURAL BRAIN CHANGES IN EARLY-ONSET ALZHEIMER'S DISEASE SUBJECTS USING THE PIPELINE ENVIRONMENT

scholarly article by Seok Woo Moon et al published July 2014 in Alzheimer's and Dementia

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

scientific article

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

scientific article

Sharing big biomedical data

scientific article published on 27 June 2015

Spatial-temporal atlas of human fetal brain development during the early second trimester

scientific article published on 31 May 2013

Standard atlas space for C57BL/6J neonatal mouse brain

scientific article

Statistics Online Computational Resource for Education

scientific article

Structural Brain Changes in Early-Onset Alzheimer's Disease Subjects Using the LONI Pipeline Environment

scientific article

Structural Neuroimaging Genetics Interactions in Alzheimer's Disease

scientific article

Structural brain atlases: design, rationale, and applications in normal and pathological cohorts

scientific article

Structural correlates of apathy in Alzheimer's disease

scientific article

Surface feature-guided mapping of cerebral metabolic changes in cognitively normal and mildly impaired elderly

scientific article

Synthetic MRI Signal Standardization: Application to Multi-atlas Analysis

scientific article published on 01 January 2010

T2-Imaging Changes in the Nigrosome-1 Relate to Clinical Measures of Parkinson's Disease

scientific article published on 20 October 2016

TETRAHEDRAL MESH GENERATION FOR MEDICAL IMAGES WITH MULTIPLE REGIONS USING ACTIVE SURFACES.

scientific article published on April 2010

Technology-enhanced Interactive Teaching of Marginal, Joint and Conditional Probabilities: The Special Case of Bivariate Normal Distribution

scientific article published on January 2013

The Biomedical Resource Ontology (BRO) to enable resource discovery in clinical and translational research

scientific article

The Cardiac Atlas Project--an imaging database for computational modeling and statistical atlases of the heart

scientific article (publication date: 15 August 2011)

The Center for Computational Biology: resources, achievements, and challenges

scientific article (publication date: 2012)

The construction of a Chinese MRI brain atlas: a morphometric comparison study between Chinese and Caucasian cohorts

scientific article

The effects of physical activity, education, and body mass index on the aging brain

scientific article

The generation of tetrahedral mesh models for neuroanatomical MRI.

scientific article

The informatics of a C57BL/6J mouse brain atlas

scientific article published on January 2003

The link between callosal thickness and intelligence in healthy children and adolescents

scientific article

The open diffusion data derivatives, brain data upcycling via integrated publishing of derivatives and reproducible open cloud services

scientific article published on 23 May 2019

The perfect neuroimaging-genetics-computation storm: collision of petabytes of data, millions of hardware devices and thousands of software tools

scientific article

Translational MRI Volumetry with NeuroQuant: Effects of Version and Normative Data on Relationships with Memory Performance in Healthy Older Adults and Patients with Mild Cognitive Impairment

scientific article published on 16 October 2017

Volume and Value of Big Healthcare Data

scientific article

Voxelwise Spectral Diffusional Connectivity and Its Applications to Alzheimer’s Disease and Intelligence Prediction

scientific article published on 01 January 2013

Wavelet-Based Representation of Biological Shapes

Web-based tools for modelling and analysis of multivariate data: California ozone pollution activity

scientific article (publication date: September 2011)

iTools: a framework for classification, categorization and integration of computational biology resources

scientific article published in 2008

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