Ivo D. Dinov

Orcid: 0000-0003-3825-4375

Affiliations:
  • University of Michigan, Ann Arbor, MI, USA
  • University of Southern California, Los Angeles, CA, USA
  • Florida State University, Tallahassee, FL, USA (PhD 1998)


According to our database1, Ivo D. Dinov authored at least 97 papers between 2001 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Online presence:

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Bibliography

2024
A Bayesian Multiplex Graph Classifier of Functional Brain Connectivity Across Diverse Tasks of Cognitive Control.
Neuroinformatics, October, 2024

Neuroinformatics Applications of Data Science and Artificial Intelligence.
Neuroinformatics, October, 2024

2023
Numerical methods for computing the discrete and continuous Laplace transforms.
CoRR, 2023

Data Science and Predictive Analytics - Biomedical and Health Applications using R, Second Edition
Springer, ISBN: 978-3-031-17482-7, 2023

2022
Interactive Visualization and Computation of 2D and 3D Probability Distributions.
SN Comput. Sci., 2022

Kimesurface representation and tensor linear modeling of longitudinal data.
Neural Comput. Appl., 2022

DataSifterText: Partially Synthetic Text Generation for Sensitive Clinical Notes.
J. Medical Syst., 2022

SOCRAT: A Dynamic Web Toolbox for Interactive Data Processing, Analysis and Visualization.
Inf., 2022

Precision Radiotherapy via Information Integration of Expert Human Knowledge and AI Recommendation to Optimize Clinical Decision Making.
CoRR, 2022

Precision radiotherapy via information integration of expert human knowledge and AI recommendation to optimize clinical decision making.
Comput. Methods Programs Biomed., 2022

2021
Modeling and prediction of pressure injury in hospitalized patients using artificial intelligence.
BMC Medical Informatics Decis. Mak., 2021

A data value metric for quantifying information content and utility.
J. Big Data, 2021

2020
Imputation Strategy for Reliable Regional MRI Morphological Measurements.
Neuroinformatics, 2020

2019
Model-Based and Model-Free Techniques for Amyotrophic Lateral Sclerosis Diagnostic Prediction and Patient Clustering.
Neuroinformatics, 2019

Quant data science meets dexterous artistry.
Int. J. Data Sci. Anal., 2019

2018
Neuroanatomical morphometric characterization of sex differences in youth using statistical learning.
NeuroImage, 2018

Deep Learning in Pharmacogenomics: From Gene Regulation to Patient Stratification.
CoRR, 2018

3D Cell Nuclear Morphology: Microscopy Imaging Dataset and Voxel-Based Morphometry Classification Results.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Evaluation of Methods for Cell Nuclear Structure Analysis from Microscopy Data.
Proceedings of the Supplementary Proceedings of the Seventh International Conference on Analysis of Images, Social Networks and Texts (AIST 2018), Moscow, Russia, July 5, 2018

Data Science and Predictive Analytics - Biomedical and Health Applications using R
Springer, ISBN: 978-3-319-72346-4, 2018

2017
Complete hazard ranking to analyze right-censored data: An ALS survival study.
PLoS Comput. Biol., 2017

SOCRAT Platform Design: A Web Architecture for Interactive Visual Analytics Applications.
Proceedings of the 2nd Workshop on Human-In-the-Loop Data Analytics, 2017

2016
A Unified Variational Volume Registration Method Based on Automatically Learned Brain Structures.
J. Math. Imaging Vis., 2016

Probability <i>Distributome</i>: a web computational infrastructure for exploring the properties, interrelations, and applications of probability distributions.
Comput. Stat., 2016

I'll take that to go: Big data bags and minimal identifiers for exchange of large, complex datasets.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

Big Data Technologies for Biomedical Knowledge Discovery.
Proceedings of the AMIA 2016, 2016

2015
Sharing big biomedical data.
J. Big Data, 2015

SOCR data dashboard: an integrated big data archive mashing medicare, labor, census and econometric information.
J. Big Data, 2015

Big biomedical data as the key resource for discovery science.
J. Am. Medical Informatics Assoc., 2015

2014
Fast Local Trust Region Technique for Diffusion Tensor Registration Using Exact Reorientation and Regularization.
IEEE Trans. Medical Imaging, 2014

An automatic framework for quantitative validation of voxel based morphometry measures of anatomical brain asymmetry.
NeuroImage, 2014

High-throughput neuroimaging-genetics computational infrastructure.
Frontiers Neuroinformatics, 2014

FragFlow Automated Fragment Detection in Scientific Workflows.
Proceedings of the 10th IEEE International Conference on e-Science, 2014

2013
Spatial-temporal atlas of human fetal brain development during the early second trimester.
NeuroImage, 2013

Locally Weighted Multi-atlas Construction.
Proceedings of the Multimodal Brain Image Analysis - Third International Workshop, 2013

Voxelwise Spectral Diffusional Connectivity and Its Applications to Alzheimer's Disease and Intelligence Prediction.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

2012
Diffeomorphic Sulcal Shape Analysis on the Cortex.
IEEE Trans. Medical Imaging, 2012

Along-tract statistics allow for enhanced tractography analysis.
NeuroImage, 2012

Gene Expression Data to Mouse Atlas Registration Using a Nonlinear Elasticity Smoother and Landmark Points Constraints.
J. Sci. Comput., 2012

The Center for Computational Biology: resources, achievements, and challenges.
J. Am. Medical Informatics Assoc., 2012

CUDA optimization strategies for compute- and memory-bound neuroimaging algorithms.
Comput. Methods Programs Biomed., 2012

Fast Diffusion Tensor Registration with Exact Reorientation and Regularization.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

2011
Resting-state fMRI can reliably map neural networks in children.
NeuroImage, 2011

The link between callosal thickness and intelligence in healthy children and adolescents.
NeuroImage, 2011

The generation of tetrahedral mesh models for neuroanatomical MRI.
NeuroImage, 2011

Automated hippocampal shape analysis predicts the onset of dementia in mild cognitive impairment.
NeuroImage, 2011

The Biomedical Resource Ontology (BRO) to enable resource discovery in clinical and translational research.
J. Biomed. Informatics, 2011

Applications of the Pipeline Environment for Visual Informatics and Genomics Computations.
BMC Bioinform., 2011

The Cardiac Atlas Project - an imaging database for computational modeling and statistical atlases of the heart.
Bioinform., 2011

Evaluation of connectivity measures and anatomical features for statistical brain networks.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Fast edge-filtered image upsampling.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

2010
Robust Surface Reconstruction via Laplace-Beltrami Eigen-Projection and Boundary Deformation.
IEEE Trans. Medical Imaging, 2010

The construction of a Chinese MRI brain atlas: A morphometric comparison study between Chinese and Caucasian cohorts.
NeuroImage, 2010

LONI MiND: Metadata in NIfTI for DWI.
NeuroImage, 2010

Classification of spatially unaligned fMRI scans.
NeuroImage, 2010

A Computational Model of Multidimensional Shape.
Int. J. Comput. Vis., 2010

Nonlinear Elasticity Registration and Sobolev Gradients.
Proceedings of the Biomedical Image Registration, 4th International Workshop, 2010

Automated Sulci Identification via Intrinsic Modeling of Cortical Anatomy.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Cortical Sulcal Atlas Construction Using a Diffeomorphic Mapping Approach.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Synthetic MRI Signal Standardization: Application to Multi-atlas Analysis.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Tetrahedral mesh generation for medical images with multiple regions using active surfaces.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

Anatomical structural network analysis of human brain using partial correlations of gray matter volumes.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

2009
Joint Sulcal Detection on Cortical Surfaces With Graphical Models and Boosted Priors.
IEEE Trans. Medical Imaging, 2009

Pattern of hippocampal shape and volume differences in blind subjects.
NeuroImage, 2009

Efficient, distributed and interactive neuroimaging data analysis using the LONI pipeline.
Frontiers Neuroinformatics, 2009

Edge-Enhanced Image Reconstruction Using (TV) Total Variation and Bregman Refinement.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2009

Gene to mouse atlas registration using a landmark-based nonlinear elasticity smoother.
Proceedings of the Medical Imaging 2009: Image Processing, 2009

Cortical Shape Analysis in the Laplace-Beltrami Feature Space.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

Wavelet-Based Representation of Biological Shapes.
Proceedings of the Advances in Visual Computing, 5th International Symposium, 2009

Laplace-Beltrami Nodal Counts: A New Signature for 3D Shape Analysis.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

MRI Resolution Enhancement Using Total Variation Regularization.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

2008
Brain Anatomical Structure Segmentation by Hybrid Discriminative/Generative Models.
IEEE Trans. Medical Imaging, 2008

Hamilton-Jacobi Skeleton on Cortical Surfaces.
IEEE Trans. Medical Imaging, 2008

Age effects on hippocampal structural changes in old men: The HAAS.
NeuroImage, 2008

Level Set Based Nonlocal Surface Restoration.
Multiscale Model. Simul., 2008

Pedagogical utilization and assessment of the statistic online computational resource in introductory probability and statistics courses.
Comput. Educ., 2008

IRMA: An Image Registration Meta-algorithm.
Proceedings of the Scientific and Statistical Database Management, 2008

Harmonic Surface Mapping with Laplace-Beltrami Eigenmaps.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

Models of Normal Variation and Local Contrasts in Hippocampal Anatomy.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

A landmark-based nonlinear elasticity model for mouse atlas registration.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

Neuroimaging Data Provenance Using the LONI Pipeline Workflow Environment.
Proceedings of the Provenance and Annotation of Data and Processes, 2008

Anisotropic Laplace-Beltrami eigenmaps: Bridging Reeb graphs and skeletons.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008

2007
Automated Extraction of the Cortical Sulci Based on a Supervised Learning Approach.
IEEE Trans. Medical Imaging, 2007

Genetic Algorithms for Finite Mixture Model Based Voxel Classification in Neuroimaging.
IEEE Trans. Medical Imaging, 2007

Direct mapping of hippocampal surfaces with intrinsic shape context.
NeuroImage, 2007

Direct cortical mapping via solving partial differential equations on implicit surfaces.
Medical Image Anal., 2007

An integrated segmentation and visualization tool for MR brain image processing.
Proceedings of the Medical Imaging 2007: Visualization and Image-Guided Procedures, 2007

Hamilton-Jacobi Skeletons on Cortical Surfaces with Applications in Characterizing the Gyrification Pattern Inwilliams Syndrome.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Joint Sulci Detection Using Graphical Models and Boosted Priors.
Proceedings of the Information Processing in Medical Imaging, 2007

2006
LONI Visualization Environment.
J. Digit. Imaging, 2006

A Learning Based Algorithm for Automatic Extraction of the Cortical Sulci.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006

2005
A wavelet-based statistical analysis of fMRI data - I. Motivation and data distribution modeling.
Neuroinformatics, 2005

Automated brain tissue assessment in the elderly and demented population: Construction and validation of a sub-volume probabilistic brain atlas.
NeuroImage, 2005

2004
A myelo-architectonic method for the structural classification of cortical areas.
NeuroImage, 2004

2003
The informatics of a C57BL/6J mouse brain atlas.
Neuroinformatics, 2003

2002
Quantitative comparison and analysis of brain image registration using frequency-adaptive wavelet shrinkage.
IEEE Trans. Inf. Technol. Biomed., 2002

2001
Applications of Frequency Dependent Wavelet Shrinkage to Analyzing Quality of Image Registration.
SIAM J. Appl. Math., 2001


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