List of works by Yangming Ou

ABCD1 dysfunction alters white matter microvascular perfusion

scientific article published on 9 November 2017

Automatic Categorization and Scoring of Solid, Part-Solid and Non-Solid Pulmonary Nodules in CT Images with Convolutional Neural Network.

scientific article published on September 2017

Brain extraction in pediatric ADC maps, toward characterizing neuro-development in multi-platform and multi-institution clinical images.

scientific article published on 07 August 2015

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

scientific article published on 11 January 2018

Comparative evaluation of registration algorithms in different brain databases with varying difficulty: results and insights

scientific article published on 13 June 2014

DRAMMS: Deformable registration via attribute matching and mutual-saliency weighting

scientific article published on 17 July 2010

DRAMMS: deformable registration via attribute matching and mutual-saliency weighting.

scientific article published in January 2009

Deep Relation Learning for Regression and Its Application to Brain Age Estimation

scientific article published in 2022

Deformable registration for quantifying longitudinal tumor changes during neoadjuvant chemotherapy

scientific article

Detecting mutually-salient landmark pairs with MRF regularization

Evaluation of prostate segmentation algorithms for MRI: the PROMISE12 challenge

scientific article

Field of View Normalization in Multi-Site Brain MRI.

scientific article published on 20 January 2018

Integration and relative value of biomarkers for prediction of MCI to AD progression: spatial patterns of brain atrophy, cognitive scores, APOE genotype and CSF biomarkers

scientific article

Methodology to study the three-dimensional spatial distribution of prostate cancer and their dependence on clinical parameters

scientific article published on 29 July 2015

Mining multi-site clinical data to develop machine learning MRI biomarkers: application to neonatal hypoxic ischemic encephalopathy

scientific article published on 21 November 2019

Multi-atlas skull-stripping

scientific article published on December 2013

Multiparametric tissue characterization of brain neoplasms and their recurrence using pattern classification of MR images

scientific article

Neuroanatomical classification in a population-based sample of psychotic major depression and bipolar I disorder with 1 year of diagnostic stability

scientific article published on 19 January 2014

Neuroanatomical pattern classification in a population-based sample of first-episode schizophrenia

scientific article published on 20 December 2012

Non-rigid registration between histological and MR images of the prostate: A joint segmentation and registration framework

article published in 2009

PROBABILISTIC SEGMENTATION OF BRAIN TUMORS BASED ON MULTI-MODALITY MAGNETIC RESONANCE IMAGES

Probing tumor microenvironment in patients with newly diagnosed glioblastoma during chemoradiation and adjuvant temozolomide with functional MRI

scientific article published in Scientific Reports

Publisher Correction: Probing tumor microenvironment in patients with newly diagnosed glioblastoma during chemoradiation and adjuvant temozolomide with functional MRI

scientific article published on 14 June 2019

Putative protective neural mechanisms in prereaders with a family history of dyslexia who subsequently develop typical reading skills

scientific article published on 13 March 2020

Quantification of tumor changes during neoadjuvant chemotherapy with longitudinal breast DCE-MRI registration

scientific article published on 20 March 2015

Radiomics in Brain Tumor: Image Assessment, Quantitative Feature Descriptors, and Machine-Learning Approaches.

scientific article published on 5 October 2017

Registering histologic and MR images of prostate for image-based cancer detection

scientific article

Sampling the spatial patterns of cancer: optimized biopsy procedures for estimating prostate cancer volume and Gleason Score

scientific article published on 23 May 2009

Simultaneous Geometric - Iconic Registration

Temporal shape analysis via the spectral signature

scientific article published on 01 January 2012

Using clinically acquired MRI to construct age-specific ADC atlases: Quantifying spatiotemporal ADC changes from birth to 6-year old.

scientific article

Validation of DRAMMS among 12 Popular Methods in Cross-Subject Cardiac MRI Registration

scientific article published in July 2012

eCurves: A Temporal Shape Encoding

scientific article published on 16 June 2017