List of works - Yong Fan

A Multidimensional Neural Maturation Index Reveals Reproducible Developmental Patterns in Children and Adolescents

scientific article published on 02 January 2020

APOE Effect on Amyloid-β PET Spatial Distribution, Deposition Rate, and Cut-Points

scientific article published on 01 January 2019

Addressing heterogeneity (and homogeneity) in treatment mechanisms in depression and the potential to develop diagnostic and predictive biomarkers

scientific article published on 28 August 2019

Baseline and longitudinal patterns of brain atrophy in MCI patients, and their use in prediction of short-term conversion to AD: results from ADNI.

scientific article

COMPARE: classification of morphological patterns using adaptive regional elements.

scientific article

Cancer imaging phenomics toolkit: quantitative imaging analytics for precision diagnostics and predictive modeling of clinical outcome.

scientific article published on 11 January 2018

Classification of multi-site MR images in the presence of heterogeneity using multi-task learning☆.

scientific article

Classification of structural images via high-dimensional image warping, robust feature extraction, and SVM

scientific article published on 01 January 2005

Detecting Cognitive States from fMRI Images by Machine Learning and Multivariate Classification

scholarly article

Detection of prodromal Alzheimer's disease via pattern classification of magnetic resonance imaging

scientific article published on 14 December 2006

Diagnosis of Brain Abnormality Using both Structural and Functional MR Images

scholarly article published August 2006

Diagnosis of brain abnormality using both structural and functional MR images.

scientific article

Feature selection and classification of multiparametric medical images using bagging and SVM

scholarly article published 6 March 2008

Harmonization of large MRI datasets for the analysis of brain imaging patterns throughout the lifespan

scientific article published on 09 December 2019

High-dimensional pattern regression using machine learning: from medical images to continuous clinical variables

scientific article

Individual Variation in Functional Topography of Association Networks in Youth

scientific article published on 11 February 2020

Left ventricular segmental strain and the prediction of cancer therapy-related cardiac dysfunction

scientific article published on 18 November 2020

Longitudinal progression of Alzheimer's-like patterns of atrophy in normal older adults: the SPARE-AD index

scientific article published on 04 May 2009

MRI signatures of brain age and disease over the lifespan based on a deep brain network and 14 468 individuals worldwide

scientific article published on 27 June 2020

Multisite Machine Learning Analysis Provides a Robust Structural Imaging Signature of Schizophrenia Detectable Across Diverse Patient Populations and Within Individuals.

scientific article published on 24 November 2017

Neurostructural Heterogeneity in Youths With Internalizing Symptoms

scientific article published on 18 September 2019

Pattern recognition of functional brain networks

scientific article published in March 2017

Precision diagnostics based on machine learning-derived imaging signatures

scientific article published on 06 May 2019

Spatial patterns of brain atrophy in MCI patients, identified via high-dimensional pattern classification, predict subsequent cognitive decline

scientific article

Structural and functional biomarkers of prodromal Alzheimer's disease: a high-dimensional pattern classification study

scientific article

The Brain Chart of Aging: Machine-learning analytics reveals links between brain aging, white matter disease, amyloid burden, and cognition in the iSTAGING consortium of 10,216 harmonized MR scans

scientific article published on 13 September 2020

The Cancer Imaging Phenomics Toolkit (CaPTk): Technical Overview

scientific article published on 19 May 2020

Two distinct neuroanatomical subtypes of schizophrenia revealed using machine learning

scientific article published on 01 March 2020

Unaffected family members and schizophrenia patients share brain structure patterns: a high-dimensional pattern classification study

scientific article

Whole-brain morphometric study of schizophrenia revealing a spatially complex set of focal abnormalities

scientific article published in November 2005

Widespread Morphometric Abnormalities in Major Depression: Neuroplasticity and Potential for Biomarker Development

scientific article published on 08 November 2019

List of works by Yong Fan

A Multidimensional Neural Maturation Index Reveals Reproducible Developmental Patterns in Children and Adolescents

APOE Effect on Amyloid-β PET Spatial Distribution, Deposition Rate, and Cut-Points

Addressing heterogeneity (and homogeneity) in treatment mechanisms in depression and the potential to develop diagnostic and predictive biomarkers

Baseline and longitudinal patterns of brain atrophy in MCI patients, and their use in prediction of short-term conversion to AD: results from ADNI.

COMPARE: classification of morphological patterns using adaptive regional elements.

Cancer imaging phenomics toolkit: quantitative imaging analytics for precision diagnostics and predictive modeling of clinical outcome.

Classification of multi-site MR images in the presence of heterogeneity using multi-task learning☆.

Classification of structural images via high-dimensional image warping, robust feature extraction, and SVM

Detecting Cognitive States from fMRI Images by Machine Learning and Multivariate Classification

Detection of prodromal Alzheimer's disease via pattern classification of magnetic resonance imaging

Diagnosis of Brain Abnormality Using both Structural and Functional MR Images

Diagnosis of brain abnormality using both structural and functional MR images.

Feature selection and classification of multiparametric medical images using bagging and SVM

Harmonization of large MRI datasets for the analysis of brain imaging patterns throughout the lifespan

High-dimensional pattern regression using machine learning: from medical images to continuous clinical variables

Individual Variation in Functional Topography of Association Networks in Youth

Left ventricular segmental strain and the prediction of cancer therapy-related cardiac dysfunction

Longitudinal progression of Alzheimer's-like patterns of atrophy in normal older adults: the SPARE-AD index

MRI signatures of brain age and disease over the lifespan based on a deep brain network and 14 468 individuals worldwide

Multisite Machine Learning Analysis Provides a Robust Structural Imaging Signature of Schizophrenia Detectable Across Diverse Patient Populations and Within Individuals.

Neurostructural Heterogeneity in Youths With Internalizing Symptoms

Pattern recognition of functional brain networks

Precision diagnostics based on machine learning-derived imaging signatures

Spatial patterns of brain atrophy in MCI patients, identified via high-dimensional pattern classification, predict subsequent cognitive decline

Structural and functional biomarkers of prodromal Alzheimer's disease: a high-dimensional pattern classification study

The Brain Chart of Aging: Machine-learning analytics reveals links between brain aging, white matter disease, amyloid burden, and cognition in the iSTAGING consortium of 10,216 harmonized MR scans

The Cancer Imaging Phenomics Toolkit (CaPTk): Technical Overview

Two distinct neuroanatomical subtypes of schizophrenia revealed using machine learning

Unaffected family members and schizophrenia patients share brain structure patterns: a high-dimensional pattern classification study

Whole-brain morphometric study of schizophrenia revealing a spatially complex set of focal abnormalities

Widespread Morphometric Abnormalities in Major Depression: Neuroplasticity and Potential for Biomarker Development