List of works - Jianhua Yao

3D left ventricular extracellular volume fraction by low-radiation dose cardiac CT: assessment of interstitial myocardial fibrosis

scientific article

A Machine Learning Algorithm to Estimate Sarcopenia on Abdominal CT

scientific article published on 22 May 2019

A cross-platform and distributive database system for cumulative tumor measurement

scientific article

A framework of whole heart extracellular volume fraction estimation for low dose cardiac CT images

article

A framework of whole heart extracellular volume fraction estimation for low-dose cardiac CT images

scientific article

A framework to measure myocardial extracellular volume fraction using dual-phase low dose CT images

scientific article published on October 2013

A multi-center milestone study of clinical vertebral CT segmentation

scientific article

A variational framework for joint detection and segmentation of ovarian cancer metastases

article

Adaptive deformable model for colonic polyp segmentation and measurement on CT colonography

scientific article published in May 2007

An automatic method for renal cortex segmentation on CT images: evaluation on kidney donors

scientific article published on 15 February 2012

Artificial Intelligence in Musculoskeletal Imaging: A Paradigm Shift

scientific article published on 09 August 2019

Assessment of polyp and mass histopathology by intravenous contrast-enhanced CT colonography.

scientific article published in December 2006

Association between visceral adiposity and colorectal polyps on CT colonography

scientific article

Associations among pericolonic fat, visceral fat, and colorectal polyps on CT colonography

scientific article

Automated Detection, Localization, and Classification of Traumatic Vertebral Body Fractures in the Thoracic and Lumbar Spine at CT.

scientific article

Automated detection of sclerotic metastases in the thoracolumbar spine at CT.

scientific article published on 28 February 2013

Automated measurement of colorectal polyp height at CT colonography: hyperplastic polyps are flatter than adenomatous polyps

scientific article

Automated segmentation of the thyroid gland on thoracic CT scans by multiatlas label fusion and random forest classification.

scientific article

Automated teniae coli detection and identification on computed tomographic colonography

scientific article published on February 2012

Automatic segmentation and measurement of pleural effusions on CT.

scientific article

Build 4-dimensional myocardial model for dynamic CT images

article

COMPUTER AIDED EVALUATION OF PLEURAL EFFUSION USING CHEST CT IMAGES.

scientific article

CT colonography with computer-aided detection: automated recognition of ileocecal valve to reduce number of false-positive detections

scientific article published in October 2004

CT colonography with computer-aided polyp detection: volume and attenuation thresholds to reduce false-positive findings owing to the ileocecal valve

scientific article published on 27 September 2006

CT thermometry for cone-beam CT guided ablation

article

Colonic polyp segmentation in CT colonography-based on fuzzy clustering and deformable models

scientific article published in November 2004

Combining Statistical and Geometric Features for Colonic Polyp Detection in CTC Based on Multiple Kernel Learning

scientific article

Computed tomographic virtual colonoscopy computer-aided polyp detection in a screening population

scientific article

Computer aided detection of epidural masses on computed tomography scans

scientific article

Computer aided evaluation of ankylosing spondylitis using high-resolution CT

scientific article

Computer-Aided Infarction Identification from Cardiac CT Images: A Biomechanical Approach with SVM

article

Computer-aided detection of exophytic renal lesions on non-contrast CT images

scientific article

Computer-aided detection of renal calculi from noncontrast CT images using TV-flow and MSER features

scientific article

Computer-aided diagnosis of pulmonary infections using texture analysis and support vector machine classification

scientific article

Conspicuity of colorectal polyps at CT colonography: visual assessment, CAD performance, and the important role of polyp height

scientific article

Convolutional Invasion and Expansion Networks for Tumor Growth Prediction

scientific article published in February 2018

Cortical shell unwrapping for vertebral body abnormality detection on computed tomography

scientific article

Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning

scientific article published on 11 February 2016

Deep learning-based muscle segmentation and quantification at abdominal CT: application to a longitudinal adult screening cohort for sarcopenia assessment

scientific article published on 24 June 2019

DeepPap: Deep Convolutional Networks for Cervical Cell Classification

scientific article published on 19 May 2017

Detection of vertebral body fractures based on cortical shell unwrapping

scientific article published on 01 January 2012

EMPLOYING TOPOGRAPHICAL HEIGHT MAP IN COLONIC POLYP MEASUREMENT AND FALSE POSITIVE REDUCTION

scientific article published on January 2009

FEM-based 3-D tumor growth prediction for kidney tumor

scientific article

Feasibility of simultaneous computed tomographic colonography and fully automated bone mineral densitometry in a single examination

scientific article

Feasibility of using the marginal blood vessels as reference landmarks for CT colonography

scientific article

Fully automated segmentation and quantification of visceral and subcutaneous fat at abdominal CT: application to a longitudinal adult screening cohort

scientific article published on 28 March 2018

Holistic segmentation of the lung in cine MRI.

scientific article published in October 2017

Improved classifier for computer-aided polyp detection in CT colonography by nonlinear dimensionality reduction

scientific article published on April 2008

Improving Computer-Aided Detection Using Convolutional Neural Networks and Random View Aggregation. ⬇️

scientific article published on 28 September 2015

Kidney tumor growth prediction by coupling reaction-diffusion and biomechanical model

scientific article

Linear measurement of polyps in CT colonography using level sets on 3D surfaces

scientific article

Lytic metastases in thoracolumbar spine: computer-aided detection at CT--preliminary study

scientific article published on March 2007

Manifold diffusion for exophytic kidney lesion detection on non-contrast CT images

article

Mediastinal lymph node detection and station mapping on chest CT using spatial priors and random forest

scientific article published on July 2016

Mesenteric vasculature-guided small bowel segmentation on 3-D CT.

scientific article

Mixed spine metastasis detection through positron emission tomography/computed tomography synthesis and multiclassifier

scientific article published on April 2017

Multimodal image driven patient specific tumor growth modeling

scientific article published on 01 January 2013

Myocardial strain estimation from CT: towards computer-aided diagnosis on infarction identification

article

Open-Source Radiation Exposure Extraction Engine (RE3) with Patient-Specific Outlier Detection

scientific article published on 7 December 2015

Pancreatic Tumor Growth Prediction With Elastic-Growth Decomposition, Image-Derived Motion, and FDM-FEM Coupling

scientific article

Pancreatic Tumor Growth Prediction with Multiplicative Growth and Image-Derived Motion

scientific article published on January 2015

Patient specific tumor growth prediction using multimodal images

scientific article published on 20 February 2014

Performance of a previously validated CT colonography computer-aided detection system in a new patient population

scientific article published in July 2008

Point-guided modeling and segmentation of myocardium for low dose cardiac CT images

scientific article

Polyps: linear and volumetric measurement at CT colonography

scientific article published on December 2006

Population-based opportunistic osteoporosis screening: Validation of a fully automated CT tool for assessing longitudinal BMD changes

scientific article published on 28 November 2018

Predicting polyp location on optical colonoscopy from CT colonography by minimal-energy curve modeling of the colonoscope path

scientific article

RENAL TUMOR QUANTIFICATION AND CLASSIFICATION IN TRIPLE-PHASE CONTRAST-ENHANCED ABDOMINAL CT.

scientific article

Regional infarction identification from cardiac CT images: a computer-aided biomechanical approach

scientific article published on 12 April 2016

Registration of prone and supine CT colonography scans based on correlation optimized warping and canonical correlation analysis

scientific article

Registration of prone and supine CT colonography scans using correlation optimized warping and canonical correlation analysis

scientific article published on December 2009

Renal Tumor Quantification and Classification in Contrast-Enhanced Abdominal CT.

scientific article published on June 2009

Reversible projection technique for colon unfolding

scientific article

Scale-based scatter correction for computer-aided polyp detection in CT colonography

scientific article published on December 2008

Skeletal muscle magnetic resonance biomarkers in GNE myopathy

scientific article published on 20 November 2020

Spatio-Temporal Convolutional LSTMs for Tumor Growth Prediction by Learning 4D Longitudinal Patient Data

scientific article published on 25 September 2019

Statistical location model for abdominal organ localization

scientific article published on 01 January 2009

Technical and Clinical Factors Affecting Success Rate of a Deep Learning Method for Pancreas Segmentation on CT

scientific article published on 16 September 2019

Tumor growth prediction with hyperelastic biomechanical model, physiological data fusion, and nonlinear optimization

scientific article published on 01 January 2014

Tumor growth prediction with reaction-diffusion and hyperelastic biomechanical model by physiological data fusion

scientific article

Tumor sensitive matching flow: A variational method to detecting and segmenting perihepatic and perisplenic ovarian cancer metastases on contrast-enhanced abdominal CT.

scientific article

Vertebral Body Compression Fractures and Bone Density: Automated Detection and Classification on CT Images

scientific article published on 16 March 2017

Wavelet method for CT colonography computer-aided polyp detection

scientific article published on August 2008

List of works by Jianhua Yao

3D left ventricular extracellular volume fraction by low-radiation dose cardiac CT: assessment of interstitial myocardial fibrosis

A Machine Learning Algorithm to Estimate Sarcopenia on Abdominal CT

A cross-platform and distributive database system for cumulative tumor measurement

A framework of whole heart extracellular volume fraction estimation for low dose cardiac CT images

A framework of whole heart extracellular volume fraction estimation for low-dose cardiac CT images

A framework to measure myocardial extracellular volume fraction using dual-phase low dose CT images

A multi-center milestone study of clinical vertebral CT segmentation

A variational framework for joint detection and segmentation of ovarian cancer metastases

Adaptive deformable model for colonic polyp segmentation and measurement on CT colonography

An automatic method for renal cortex segmentation on CT images: evaluation on kidney donors

Artificial Intelligence in Musculoskeletal Imaging: A Paradigm Shift

Assessment of polyp and mass histopathology by intravenous contrast-enhanced CT colonography.

Association between visceral adiposity and colorectal polyps on CT colonography

Associations among pericolonic fat, visceral fat, and colorectal polyps on CT colonography

Automated Detection, Localization, and Classification of Traumatic Vertebral Body Fractures in the Thoracic and Lumbar Spine at CT.

Automated detection of sclerotic metastases in the thoracolumbar spine at CT.

Automated measurement of colorectal polyp height at CT colonography: hyperplastic polyps are flatter than adenomatous polyps

Automated segmentation of the thyroid gland on thoracic CT scans by multiatlas label fusion and random forest classification.

Automated teniae coli detection and identification on computed tomographic colonography

Automatic segmentation and measurement of pleural effusions on CT.

Build 4-dimensional myocardial model for dynamic CT images

COMPUTER AIDED EVALUATION OF PLEURAL EFFUSION USING CHEST CT IMAGES.

CT colonography with computer-aided detection: automated recognition of ileocecal valve to reduce number of false-positive detections

CT colonography with computer-aided polyp detection: volume and attenuation thresholds to reduce false-positive findings owing to the ileocecal valve

CT thermometry for cone-beam CT guided ablation

Colonic polyp segmentation in CT colonography-based on fuzzy clustering and deformable models

Combining Statistical and Geometric Features for Colonic Polyp Detection in CTC Based on Multiple Kernel Learning

Computed tomographic virtual colonoscopy computer-aided polyp detection in a screening population

Computer aided detection of epidural masses on computed tomography scans

Computer aided evaluation of ankylosing spondylitis using high-resolution CT

Computer-Aided Infarction Identification from Cardiac CT Images: A Biomechanical Approach with SVM

Computer-aided detection of exophytic renal lesions on non-contrast CT images

Computer-aided detection of renal calculi from noncontrast CT images using TV-flow and MSER features

Computer-aided diagnosis of pulmonary infections using texture analysis and support vector machine classification

Conspicuity of colorectal polyps at CT colonography: visual assessment, CAD performance, and the important role of polyp height

Convolutional Invasion and Expansion Networks for Tumor Growth Prediction

Cortical shell unwrapping for vertebral body abnormality detection on computed tomography

Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning

Deep learning-based muscle segmentation and quantification at abdominal CT: application to a longitudinal adult screening cohort for sarcopenia assessment

DeepPap: Deep Convolutional Networks for Cervical Cell Classification

Detection of vertebral body fractures based on cortical shell unwrapping

EMPLOYING TOPOGRAPHICAL HEIGHT MAP IN COLONIC POLYP MEASUREMENT AND FALSE POSITIVE REDUCTION

FEM-based 3-D tumor growth prediction for kidney tumor

Feasibility of simultaneous computed tomographic colonography and fully automated bone mineral densitometry in a single examination

Feasibility of using the marginal blood vessels as reference landmarks for CT colonography

Fully automated segmentation and quantification of visceral and subcutaneous fat at abdominal CT: application to a longitudinal adult screening cohort

Holistic segmentation of the lung in cine MRI.

Improved classifier for computer-aided polyp detection in CT colonography by nonlinear dimensionality reduction

Improving Computer-Aided Detection Using Convolutional Neural Networks and Random View Aggregation. ⬇️

Kidney tumor growth prediction by coupling reaction-diffusion and biomechanical model

Linear measurement of polyps in CT colonography using level sets on 3D surfaces

Lytic metastases in thoracolumbar spine: computer-aided detection at CT--preliminary study

Manifold diffusion for exophytic kidney lesion detection on non-contrast CT images

Mediastinal lymph node detection and station mapping on chest CT using spatial priors and random forest

Mesenteric vasculature-guided small bowel segmentation on 3-D CT.

Mixed spine metastasis detection through positron emission tomography/computed tomography synthesis and multiclassifier

Multimodal image driven patient specific tumor growth modeling

Myocardial strain estimation from CT: towards computer-aided diagnosis on infarction identification

Open-Source Radiation Exposure Extraction Engine (RE3) with Patient-Specific Outlier Detection

Pancreatic Tumor Growth Prediction With Elastic-Growth Decomposition, Image-Derived Motion, and FDM-FEM Coupling

Pancreatic Tumor Growth Prediction with Multiplicative Growth and Image-Derived Motion

Patient specific tumor growth prediction using multimodal images

Performance of a previously validated CT colonography computer-aided detection system in a new patient population

Point-guided modeling and segmentation of myocardium for low dose cardiac CT images

Polyps: linear and volumetric measurement at CT colonography

Population-based opportunistic osteoporosis screening: Validation of a fully automated CT tool for assessing longitudinal BMD changes

Predicting polyp location on optical colonoscopy from CT colonography by minimal-energy curve modeling of the colonoscope path

RENAL TUMOR QUANTIFICATION AND CLASSIFICATION IN TRIPLE-PHASE CONTRAST-ENHANCED ABDOMINAL CT.

Regional infarction identification from cardiac CT images: a computer-aided biomechanical approach

Registration of prone and supine CT colonography scans based on correlation optimized warping and canonical correlation analysis

Registration of prone and supine CT colonography scans using correlation optimized warping and canonical correlation analysis

Renal Tumor Quantification and Classification in Contrast-Enhanced Abdominal CT.

Reversible projection technique for colon unfolding

Scale-based scatter correction for computer-aided polyp detection in CT colonography

Skeletal muscle magnetic resonance biomarkers in GNE myopathy

Spatio-Temporal Convolutional LSTMs for Tumor Growth Prediction by Learning 4D Longitudinal Patient Data

Statistical location model for abdominal organ localization

Technical and Clinical Factors Affecting Success Rate of a Deep Learning Method for Pancreas Segmentation on CT

Tumor growth prediction with hyperelastic biomechanical model, physiological data fusion, and nonlinear optimization