Jianhua Yao

发表

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

Shijun Wang, R. Summers, Jianhua Yao, 2008, Medical physics.

Unsupervised Joint Mining of Deep Features and Image Labels for Large-Scale Radiology Image Categorization and Scene Recognition

Ronald M. Summers, Jianhua Yao, Mohammadhadi Bagheri, 2017, 2017 IEEE Winter Conference on Applications of Computer Vision (WACV).

Collaborative classifiers in CT colonography CAD

Ronald M. Summers, Jiang Li, Jianhua Yao, 2007, SPIE Medical Imaging.

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

I. Bitter, R. Summers, Jianhua Yao, 2005, Gastroenterology.

Erratum to "Automatic Renal Cortex Segmentation Using Implicit Shape Registration and Novel Multiple Surfaces Graph Search"

Fei Yang, Xinjian Chen, Xing Zhang, 2012, IEEE Trans. Medical Imaging.

Augmenting tumor sensitive matching flow to improve detection and segmentation of ovarian cancer metastases within a PDE framework

Ronald M. Summers, Jianfei Liu, Jianhua Yao, 2013, 2013 IEEE 10th International Symposium on Biomedical Imaging.

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

Ronald M. Summers, Jianfei Liu, Jianhua Yao, 2014, Medical Image Anal..

Incorporation of physical constraints in optimal surface search for renal cortex segmentation

Xinjian Chen, Xing Zhang, Jianhua Yao, 2012, Medical Imaging.

Computer aided evaluation of ankylosing spondylitis

Ronald M. Summers, Jianhua Yao, Sovira Tan, 2006, 3rd IEEE International Symposium on Biomedical Imaging: Nano to Macro, 2006..

Automatic colonic polyp shape determination using content-based image retrieval

Ronald M. Summers, Jianhua Yao, Javed M. Aman, 2011, Medical Imaging.

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

Ronald M. Summers, Jianhua Yao, Ari Seff, 2016, Journal of Digital Imaging.

Segmenting the thoracic, abdominal and pelvic musculature on CT scans combining atlas-based model and active contour model

Ronald M. Summers, Jiamin Liu, Jianhua Yao, 2013, Medical Imaging.

Two methods of Haustral fold detection from computed tomographic virtual colonoscopy images

Ronald M. Summers, Jianhua Yao, Marius George Linguraru, 2009, Medical Imaging.

Computer-integrated revision total hip replacement surgery: concept and preliminary results

Peter Kazanzides, Russell H. Taylor, Leo Joskowicz, 1999, Medical Image Anal..

A Framework of Whole Heart Extracellular Volume Fraction Estimation for Low-Dose Cardiac CT Images

Ronald M. Summers, Xinjian Chen, Jianhua Yao, 2012, EMBC 2012.

Computer-aided abdominal lymph node detection using contrast-enhanced CT images

Ronald M. Summers, Jiamin Liu, Jianhua Yao, 2011, Medical Imaging.

DeepPap: Deep Convolutional Networks for Cervical Cell Classification

Ronald M. Summers, Jianhua Yao, Shaoxiong Liu, 2017, IEEE Journal of Biomedical and Health Informatics.

Automatic segmentation of colonic polyps in CT colonography based on knowledge-guided deformable models

Ronald M. Summers, Jianhua Yao, Marek Franaszek, 2003, SPIE Medical Imaging.

Automated spinal column extraction and partitioning

Ronald M. Summers, Jianhua Yao, Stacy D. O'Connor, 2006, 3rd IEEE International Symposium on Biomedical Imaging: Nano to Macro, 2006..

A Framework of Whole Heart Extracellular Volume Fraction Estimation for Low-Dose Cardiac CT Images

Ronald M. Summers, Xinjian Chen, Jianhua Yao, 2012, IEEE Transactions on Information Technology in Biomedicine.

Improved 3D automatic segmentation and measurement of pleural effusions

Ronald M. Summers, Jianhua Yao, John Bliton, 2011, 2011 IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

Unsupervised Category Discovery via Looped Deep Pseudo-Task Optimization Using a Large Scale Radiology Image Database pdf

Ronald M. Summers, Jianhua Yao, Le Lu, 2016, ArXiv.

CorteXpert: A model‐based method for automatic renal cortex segmentation

Xinjian Chen, Milan Sonka, Ulas Bagci, 2017, Medical Image Anal..

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

Xinjian Chen, U. Bagci, R. Summers, 2012, Academic radiology.

Computer-aided assessment of pulmonary disease in novel swine-origin H1N1 influenza on CT

Ronald M. Summers, Jianhua Yao, Daniel J. Mollura, 2011, Medical Imaging.

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

D. Mollura, A. Dwyer, R. Summers, 2011, Academic radiology.

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

Joseph E. Burns, Hector E. Muñoz, R. Summers, 2016, Radiology.

Recurrent Neural Feedback Model for Automated Image Annotation

Dina Demner-Fushman, Kirk Roberts, Le Lu, 2016 .

Predicting Future Morphological Changes of Lesions from Radiotracer Uptake in 18F-FDG-PET Images

D. Mollura, Xinjian Chen, U. Bagci, 2013, PloS one.

Early triage of critically ill COVID-19 patients using deep learning

Jianhua Yao, Junzhou Huang, Limin Ou, 2020, Nature Communications.

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

D. Bluemke, R. Summers, Jianhua Yao, 2013, Medical physics.

Localisation of Vertebrae on DXA Images using Constrained Local Models with Random Forest Regression Voting

Tim Cootes, P. Bromiley, B. Glocker, 2014 .

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

Joseph E. Burns, Hector E. Muñoz, R. Summers, 2013, Radiology.

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

R. V. Van Uitert, R. Summers, Jianhua Yao, 2008, AJR. American journal of roentgenology.

Predicting Polyp Location on Optical Colonoscopy From CT Colonography by Minimal-Energy Curve Modeling of the Colonoscope Path

Ronald M. Summers, Jiamin Liu, Jianhua Yao, 2012, IEEE Transactions on Biomedical Engineering.

CT grading of lung disease in lymphangioleiomyomatosis.

Jianhua Yao, T. Colby, J. Moss, 2012, AJR. American journal of roentgenology.

Use of CT Imaging to Quantify Progression and Response to Treatment in Lymphangioleiomyomatosis

Jianhua Yao, Joel Moss, Nilo A. Avila, 2019, Chest.

Optimization of a secondary VOI protocol for lung imaging in a clinical CT scanner

H. Wen, Jianhua Yao, J. Moss, 2018, Journal of applied clinical medical physics.

Severity and outcome of cystic lung disease in women with tuberous sclerosis complex

Jianhua Yao, J. Moss, M. Stylianou, 2015, European Respiratory Journal.

Sustained effects of sirolimus on lung function and cystic lung lesions in lymphangioleiomyomatosis.

Jianhua Yao, J. Moss, M. Stylianou, 2014, American journal of respiratory and critical care medicine.

Title Detection of sclerotic spine metastases via random aggregation of deep convolutional neural network classifications Permalink

Joseph E. Burns, H. Roth, Le Lu, 2014 .

Feasibility of Simultaneous Computed Tomographic Colonography and Fully Automated Bone Mineral Densitometry in a Single Examination

Jianhua Yao, Jiamin Liu, Ronald M Summers, 2011, Journal of computer assisted tomography.

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

Jianhua Yao, Jiamin Liu, Ronald M Summers, 2018, The British journal of radiology.

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

Nathan Lay, Jianhua Yao, Jiamin Liu, 2019, The British journal of radiology.

A Machine Learning Algorithm to Estimate Sarcopenia on Abdominal CT.

Ronald M. Summers, Jianhua Yao, Joseph E. Burns, 2020, Academic radiology.

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

Jianhua Yao, Jiamin Liu, Joseph E. Burns, 2019, The British journal of radiology.

Vascular calcification in patients with large-vessel vasculitis compared to patients with hyperlipidemia.

D. Bluemke, Jianhua Yao, M. Bagheri, 2019, Seminars in arthritis and rheumatism.

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

Jianhua Yao, Marius George Linguraru, Shijun Wang, 2014, Medical physics.

Computer-aided marginal artery detection on computed tomographic colonography

Ronald M. Summers, Jiamin Liu, Jianhua Yao, 2012, Medical Imaging.

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

W. Nowinski, A. Dwyer, Shijun Wang, 2014, AJR. American journal of roentgenology.

Development and interpretation of a pathomics-based model for the prediction of microsatellite instability in Colorectal Cancer

Tang, Junzhou Huang, Fan Yang, 2020, Theranostics.

automated Detection of s clerotic Metastases in the Thoracolumbar s pine at cT 1

Joseph E. Burns, Hector E. Muñoz, R. Summers, 2013 .

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

H. Roth, R. Summers, Jianhua Yao, 2020, Academic radiology.

Computational Methods and Clinical Applications for Spine Imaging

Guoyan Zheng, Alejandro F. Frangi, Ben Glocker, 2016, Lecture Notes in Computer Science.

Computer aided evaluation of pleural effusion using chest CT images

Ronald M. Summers, Jianhua Yao, Wei Han, 2009, 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

Quantitative Monitoring of Syndesmophyte Growth in Ankylosing Spondylitis Using Computed Tomography

Jianhua Yao, Sovira Tan, M. Ward, 2014 .

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

R. Summers, Jianhua Yao, Sovira Tan, 2009, 2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

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

Ronald M. Summers, Jianhua Yao, Ken C. L. Wong, 2016, International Journal of Computer Assisted Radiology and Surgery.

Interleaved Text/Image Deep Mining on a Large-Scale Radiology Image Database

Ronald M. Summers, Jianhua Yao, Le Lu, 2017, Deep Learning and Convolutional Neural Networks for Medical Image Computing.

Glucose transporter-1 distribution in fibrotic lung disease: association with [¹⁸F]-2-fluoro-2-deoxyglucose-PET scan uptake, inflammation, and neovascularization.

Jianhua Yao, W. Gahl, D. Malide, 2013, Chest.

Self-learning to detect and segment cysts in lung CT images without manual annotation

Ronald M. Summers, Ling Zhang, Jianhua Yao, 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018).

Mesenteric Vasculature-Guided Small Bowel Segmentation on 3-D CT

Ronald M. Summers, Jianhua Yao, Weidong Zhang, 2013, IEEE Transactions on Medical Imaging.

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

Jianhua Yao, Ronald M Summers, Stacy D O'Connor, 2007, Radiology.

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

N. Petrick, Shijun Wang, Jiamin Liu, 2009, 2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Haustral fold detection for CT colonography images using Gabor filter

Shijun Wang, R. Summers, Jianhua Yao, 2010, 2010 Conference Record of the Forty Fourth Asilomar Conference on Signals, Systems and Computers.

Cumulative Radiation Exposures from CT Screening and Surveillance Strategies for von Hippel-Lindau-associated Solid Pancreatic Tumors.

Jianhua Yao, L. Folio, William Kovacs, 2019, Radiology.

Computer-assisted detection of infectious lung diseases: A review

Ulas Bagci, Jianhua Yao, Jesus J. Caban, 2012, Comput. Medical Imaging Graph..

Tracking diaphragm and chest wall movement on cine-MRI

Ronald M. Summers, Jianhua Yao, Andrew E. Arai, 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018).

Computer-aided detection of colitis on computed tomography using a visual codebook

Ronald M. Summers, Jianfei Liu, Jianhua Yao, 2013, 2013 IEEE 10th International Symposium on Biomedical Imaging.

Associations among Pericolonic Fat, Visceral Fat, and Colorectal Polyps on CT Colonography

Ronald M. Summers, Jianhua Yao, Jiamin Liu, 2014, Obesity.

Association between visceral adiposity and colorectal polyps on CT colonography.

Ronald M. Summers, Jianhua Yao, Jiamin Liu, 2012, AJR. American journal of roentgenology.

Vertebral degenerative disc disease severity evaluation using random forest classification

Ronald M. Summers, Jianhua Yao, Joseph E. Burns, 2014, Medical Imaging.

Realistic colon simulation in CT colonography using mesh skinning

Ronald M. Summers, Jianhua Yao, Ananda S. Chowdhury, 2010, Medical Imaging.

Computer Aided Detection of Bone Metastases in the Thoracolumbar Spine

Ronald M. Summers, Jianhua Yao, Joseph E. Burns, 2015 .

Quantitative measurement of syndesmophyte volume and height in ankylosing spondylitis using CT

Jianhua Yao, Sovira Tan, M. Ward, 2013, Annals of the rheumatic diseases.

Computational Methods and Clinical Applications for Spine Imaging

Alejandro F. Frangi, Ben Glocker, Tobias Klinder, 2016, Lecture Notes in Computer Science.

Multistage Approach for Biomedical Image Processing: A Review

U. Bagci, Jianhua Yao, Albert Wu, 2013 .

Clinical and Histopathologic Features of Interstitial Lung Disease in Erdheim–Chester Disease

E. Jaffe, Jianhua Yao, W. Gahl, 2018, Journal of clinical medicine.

Quantitative syndesmophyte measurement in ankylosing spondylitis using CT: longitudinal validity and sensitivity to change over 2 years

Jianhua Yao, Sovira Tan, M. Ward, 2013, Annals of the rheumatic diseases.

Dynamics of syndesmophyte growth in AS as measured by quantitative CT: heterogeneity within and among vertebral disc spaces.

Jianhua Yao, Sovira Tan, M. Ward, 2015, Rheumatology.

Quantitation of Circumferential Syndesmophyte Height along the Vertebral Rim in Ankylosing Spondylitis Using Computed Tomography

Jianhua Yao, Sovira Tan, M. Ward, 2015, The Journal of Rheumatology.

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

Jianhua Yao, Ronald M Summers, R. Summers, 2004, Radiology.

Opportunities to Reduce CT Radiation Exposure, Experience Over 5 Years at the NIH Clinical Center

D. Bluemke, Jianhua Yao, L. Folio, 2017, Radiation protection dosimetry.

High precision semiautomated computed tomography measurement of lumbar disk and vertebral heights.

Jianhua Yao, Sovira Tan, M. Ward, 2012, Medical physics.

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

Jianhua Yao, Jiamin Liu, Ronald M Summers, 2009, AJR. American journal of roentgenology.

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

Jianhua Yao, Nicholas Petrick, Marek Franaszek, 2006, Academic radiology.

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

Jianhua Yao, Ronald M Summers, Perry J Pickhardt, 2006, Radiology.

High precision semi-automated vertebral height measurement using computed tomography: A phantom study

Jianhua Yao, Sovira Tan, Michael M. Ward, 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Computer aided monitoring of fibrous dysplasia disease in craniofacial bones

Jianhua Yao, Michael Collins, John A. Butman, 2004, 2004 2nd IEEE International Symposium on Biomedical Imaging: Nano to Macro (IEEE Cat No. 04EX821).

Automatic Mapping of CT Scan Locations on Computational Human Phantoms for Organ Dose Estimation

Jianhua Yao, Les R. Folio, Choonsik Lee, 2018, Journal of Digital Imaging.

Interstitial myocardial fibrosis assessed as extracellular volume fraction with low-radiation-dose cardiac CT.

Jianhua Yao, Xinjian Chen, David A Bluemke, 2012, Radiology.

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

D. Bluemke, R. Summers, Jianhua Yao, 2013, Journal of cardiovascular computed tomography.

Multimodal Image Driven Pancreatic Tumor Growth Prediction

R. Summers, Jianhua Yao, E. Kebebew, 2014 .

Pirfenidone for the treatment of Hermansky-Pudlak syndrome pulmonary fibrosis.

J. Troendle, Jianhua Yao, W. Gahl, 2011, Molecular genetics and metabolism.

Improved precision of syndesmophyte measurement for the evaluation of ankylosing spondylitis using CT: a phantom and patient study

Jianhua Yao, Sovira Tan, M. Ward, 2012, Physics in medicine and biology.

Pineal hypoplasia, reduced melatonin and sleep disturbance in patients with PAX6 haploinsufficiency

Jianhua Yao, J. Butman, Joan C. Han, 2016, Journal of sleep research.

Automatic Brain Midline Surface Delineation on 3D CT Images With Intracranial Hemorrhage

Jianhua Yao, Yihao Chen, Yixun Liu, 2022, IEEE Transactions on Medical Imaging.

Retrieval, visualization, and mining of large radiation dosage data

Samuel J. Weisenthal, R. Summers, Jianhua Yao, 2016, Information Retrieval Journal.

From Pixel to Whole Slide: Automatic Detection of Microvascular Invasion in Hepatocellular Carcinoma on Histopathological Image via Cascaded Networks

Junzhou Huang, Dong Xie, Jiangpeng Yan, 2021, International Conference on Medical Image Computing and Computer-Assisted Intervention.

A multi-center milestone study of clinical vertebral CT segmentation

Ronald M. Summers, Purang Abolmaesumi, Bulat Ibragimov, 2016, Comput. Medical Imaging Graph..

Detection of Vertebral Body Fractures Based on Cortical Shell Unwrapping

Ronald M. Summers, Jianhua Yao, Joseph E. Burns, 2012, MICCAI.

Locally constrained active contour: a region-based level set for ovarian cancer metastasis segmentation

Ronald M. Summers, Jianfei Liu, Jianhua Yao, 2014, Medical Imaging.

Colonic fold detection from computed tomographic colonography images using diffusion-FCM and level sets

Ronald M. Summers, Jianhua Yao, Ananda S. Chowdhury, 2010, Pattern Recognit. Lett..

Interleaved text/image Deep Mining on a large-scale radiology database

Ronald M. Summers, Jianhua Yao, Le Lu, 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

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

Ronald M. Summers, Jianhua Yao, Mingchen Gao, 2016, IEEE Transactions on Medical Imaging.

Danazol Treatment for Telomere Diseases.

B. Dumitriu, Jianhua Yao, N. Young, 2016, The New England journal of medicine.

Reducing the false positive rate of computer aided detection for CT colonography using Content Based Image Retrieval

Ronald M. Summers, Jianhua Yao, Javed M. Aman, 2009, 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

A Fully Automated Framework for Renal Cortex Segmentation

Xinjian Chen, Jianhua Yao, Hemin Zhao, 2012, Abdominal Imaging.

How can artificial intelligence models assist PD-L1 expression scoring in breast cancer: results of multi-institutional ring studies

Junzhou Huang, Jianhua Yao, Kaiwen Xiao, 2021, npj Breast Cancer.

Fusion of medical imaging and electronic health records with attention and multi-head machanisms pdf

Ming Feng, Cheng Jiang, Jianhua Yao, 2021, ArXiv.

Mounier-Kuhn Syndrome Mimicking Lymphangioleiomyomatosis.

Jianhua Yao, J. Moss, D. Kleiner, 2018, Chest.

Multi-Level Attention Graph Neural Network for Clinically Interpretable Pathway-Level Biomarkers Discovery

Hang Li, Fan Yang, Yu Zhao, 2020, bioRxiv.

Mutation-targeted therapy with sunitinib or everolimus in patients with advanced low-grade or intermediate-grade neuroendocrine tumours of the gastrointestinal tract and pancreas with or without cytoreductive surgery: protocol for a phase II clinical trial

P. Meltzer, S. Steinberg, Jianhua Yao, 2015, BMJ Open.

Monitoring pulmonary fibrosis by fusing clinical, physiological, and computed tomography features

Ulas Bagci, Jianhua Yao, Jesus J. Caban, 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

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

Ronald M. Summers, Jianhua Yao, Joseph E. Burns, 2017, Radiology.

Zygapophyseal Joint Fusion in Ankylosing Spondylitis Assessed by Computed Tomography: Associations with Syndesmophytes and Spinal Motion

Jianhua Yao, Sovira Tan, M. Ward, 2017, The Journal of Rheumatology.

Spatial distribution of syndesmophytes along the vertebral rim in ankylosing spondylitis: preferential involvement of the posterolateral rim

Jianhua Yao, Sovira Tan, M. Ward, 2016, Annals of the rheumatic diseases.

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

Jianhua Yao, Le Lu, Jiamin Liu, 2016, Medical physics.

Joint fully convolutional and graph convolutional networks for weakly-supervised segmentation of pathology images

Eryun Liu, Kuan Tian, Zhiyuan Hua, 2021, Medical Image Anal..

Computer Aided Evaluation of Ankylosing Spondylitis Using High-Resolution CT

Ronald M. Summers, Jianhua Yao, Sovira Tan, 2008, IEEE Transactions on Medical Imaging.

Renal tumor quantification and classification in contrast-enhanced abdominal CT

Ronald M. Summers, Jianhua Yao, Marius George Linguraru, 2009, Pattern Recognit..

Weakly-Supervised Nucleus Segmentation Based on Point Annotations: A Coarse-to-Fine Self-Stimulated Learning Strategy

Jun Zhang, Jianhua Yao, Haocheng Shen, 2020, MICCAI.

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

Jianhua Yao, Le Lu, Jiamin Liu, 2015, Journal of medical imaging.

Towards better understanding and better generalization of few-shot classification in histology images with contrastive learning

Jianhua Yao, Hanbo Chen, Jiawei Yang, 2022, ICLR.

Joint segmentation of anatomical and functional images: Applications in quantification of lesions from PET, PET-CT, MRI-PET, and MRI-PET-CT images

Xinjian Chen, Jayaram K. Udupa, Ulas Bagci, 2013, Medical Image Anal..

Convolutional Invasion and Expansion Networks for Tumor Growth Prediction

Ronald M. Summers, Jianhua Yao, Le Lu, 2018, IEEE Transactions on Medical Imaging.

Computer-aided detection of sclerotic bone metastases in the spine using watershed algorithm and support vector machines

Ronald M. Summers, Jianhua Yao, Joseph E. Burns, 2011, 2011 IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

Development and Validation of an Image-based Deep Learning Algorithm for Detection of Synchronous Peritoneal Carcinomatosis in Colorectal Cancer

Jianhua Yao, A. Fichera, Tingyang Xu, 2020, Annals of surgery.

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

Ronald M. Summers, Jiamin Liu, Jianhua Yao, 2015, IEEE Transactions on Medical Imaging.

Anatomy-specific classification of medical images using deep convolutional nets

Ronald M. Summers, Jianhua Yao, Holger Roth, 2015, 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI).

Automated quantification of high-resolution CT scan findings in individuals at risk for pulmonary fibrosis.

Jianhua Yao, W. Gahl, I. Rosas, 2011, Chest.

Validating Pareto optimal operation parameters of polyp detection algorithms for CT colonography

Ronald M. Summers, Adam Huang, Jiang Li, 2007, SPIE Medical Imaging.

Automatic colonic polyp detection using multi-objective evolutionary techniques

Ronald M. Summers, Adam Huang, Jiang Li, 2006, SPIE Medical Imaging.

Computer Aided Detection of Spinal Degenerative Osteophytes on Sodium Fluoride PET/CT

Ronald M. Summers, Jianhua Yao, Joseph E. Burns, 2014 .

Holistic Segmentation of Intermuscular Adipose Tissues on Thigh MRI

Ronald M. Summers, Jianhua Yao, William Kovacs, 2017, MICCAI.

Predicting Lymph Node Metastasis Using Histopathological Images Based on Multiple Instance Learning With Deep Graph Convolution

Fan Yang, Jun Zhang, Hailing Liu, 2020, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

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

Ronald M. Summers, Jianfei Liu, Jianhua Yao, 2015, Medical Image Anal..

Detection of Sclerotic Spine Metastases via Random Aggregation of Deep Convolutional Neural Network Classifications pdf

Ronald M. Summers, Jianhua Yao, Holger Roth, 2014, ArXiv.

Artificial Intelligence in Musculoskeletal Imaging: A Paradigm Shift

Joseph E. Burns, Jianhua Yao, Ronald M Summers, 2019, Journal of bone and mineral research : the official journal of the American Society for Bone and Mineral Research.

From Whole Slide Imaging to Microscopy: Deep Microscopy Adaptation Network for Histopathology Cancer Image Classification

Qingyao Wu, Mingkui Tan, Junzhou Huang, 2019, MICCAI.

New Boundary Constraint Loss to Facilitate Glands Segmentation

Jianhua Yao, Haocheng Shen, Xiao Han, 2020, J. Medical Imaging Health Informatics.

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

Ronald M. Summers, Ling Zhang, Jianhua Yao, 2019, ArXiv.

Intracerebral Haemorrhage Growth Prediction Based on Displacement Vector Field and Clinical Metadata

Peng Liu, Jianhua Yao, Han Zheng, 2021, MICCAI.

ABC-Net: Area-Boundary Constraint Network With Dynamical Feature Selection for Colorectal Polyp Segmentation

Delong Zhu, Jianhua Yao, Yuqi Fang, 2021, IEEE Sensors Journal.

Medical Image Segmentation by Combining Graph Cuts and Oriented Active Appearance Models

Xinjian Chen, Jayaram K. Udupa, Ulas Bagci, 2012, IEEE Transactions on Image Processing.

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

Jianhua Yao, Ronald M Summers, R. Summers, 2007, Medical physics.

FEM-Based 3-D Tumor Growth Prediction for Kidney Tumor

Ronald M. Summers, Xinjian Chen, Jianhua Yao, 2010, IEEE Transactions on Biomedical Engineering.

DT-MIL: Deformable Transformer for Multi-instance Learning on Histopathological Image

Junzhou Huang, Fan Yang, Jun Zhang, 2021, MICCAI.

Computational Methods and Clinical Applications in Musculoskeletal Imaging

Guoyan Zheng, Jianhua Yao, Tomaž Vrtovec, 2018, Lecture Notes in Computer Science.

Skeletal Muscle Magnetic Resonance Biomarkers in GNE Myopathy

R. Summers, Jianhua Yao, William Kovacs, 2020, Neurology.

ROC-like optimization by sample ranking: Application to CT colonography

Ronald M. Summers, Berkman Sahiner, Jianhua Yao, 2012, 2012 9th IEEE International Symposium on Biomedical Imaging (ISBI).

Texture analysis of common renal masses in multiple MR sequences for prediction of pathology

Ronald M. Summers, Jianhua Yao, Nathan S. Lay, 2017, Medical Imaging.

Enhanced Cycle-Consistent Generative Adversarial Network for Color Normalization of H&E Stained Images

Jianhua Yao, Xiao Han, Niyun Zhou, 2019, MICCAI.

Fine-Grained Classification of Cervical Cells Using Morphological and Appearance Based Convolutional Neural Networks

Ling Zhang, Jianhua Yao, Siping Chen, 2018, IEEE Access.

Chest CT Scan at Radiation Dose of a Posteroanterior and Lateral Chest Radiograph Series: A Proof of Principle in Lymphangioleiomyomatosis

E. Leifer, Jianhua Yao, J. Moss, 2019, Chest.

Learning to Read Chest X-Rays: Recurrent Neural Cascade Model for Automated Image Annotation

Ronald M. Summers, Kirk Roberts, Jianhua Yao, 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Respiratory magnetic resonance imaging biomarkers in Duchenne muscular dystrophy

K. Fischbeck, A. Arai, Jianhua Yao, 2017, Annals of clinical and translational neurology.

A transferrable and interpretable multiple instance learning model for microsatellite instability prediction based on histopathology images

Yan Li, Rui Cao, Fan Yang, 2020, bioRxiv.

Kidney Tumor Growth Prediction by Coupling Reaction–Diffusion and Biomechanical Model

Ronald M. Summers, Xinjian Chen, Jianhua Yao, 2013, IEEE Transactions on Biomedical Engineering.

Characterizing Colonic Detections in CT Colonography Using Curvature-Based Feature Descriptor and Bag-of-Words Model

Ronald M. Summers, Jianhua Yao, Javed M. Aman, 2010, Virtual Colonoscopy and Abdominal Imaging.

3D colonic polyp segmentation using dynamic deformable surfaces

Ronald M. Summers, Jianhua Yao, R. Summers, 2004, SPIE Medical Imaging.

colonic polyp segmentation using dynamic deformable surfaces

Ronald M. Summers, Jianhua Yao, R. Summers, 2004 .

COVID-DA: Deep Domain Adaptation from Typical Pneumonia to COVID-19 pdf

Yifan Zhang, Qingyao Wu, Mingkui Tan, 2020, ArXiv.

Automatic Determination of Arterial Input Function for Dynamic Contrast Enhanced MRI in Tumor Assessment

Jianhua Yao, Jeremy Chen, David Thomasson, 2008, MICCAI.

Computational Methods and Clinical Applications for Spine Imaging

Guoyan Zheng, Ben Glocker, Jianhua Yao, 2016, Lecture Notes in Computer Science.

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

Ronald M. Summers, Jianhua Yao, Marek Franaszek, 2004, IEEE Transactions on Medical Imaging.

Multi-modal Multi-instance Learning Using Weakly Correlated Histopathological Images and Tabular Clinical Information

Junzhou Huang, Fan Yang, Jun Zhang, 2021, MICCAI.

Polyps: linear and volumetric measurement at CT colonography.

Jianhua Yao, Ronald M Summers, Perry J Pickhardt, 2006, Radiology.

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

Joseph E. Burns, Jianhua Yao, Ronald M. Summers, 2017, Journal of medical imaging.

Sclerotic rib metastases detection on routine CT images

Ronald M. Summers, Jianhua Yao, Joseph E. Burns, 2012, 2012 9th IEEE International Symposium on Biomedical Imaging (ISBI).

Detection of sclerotic bone metastases in the spine using watershed algorithm and graph cut

Ronald M. Summers, Jianhua Yao, Joseph E. Burns, 2012, Medical Imaging.

Computer Aided Detection of Lytic Bone Metastases in the Spine using Routine CT Images

Ronald M. Summers, Jianhua Yao, Stacy D. O'Connor, 2007, 2007 4th IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

Computer aided lytic bone metastasis detection using regular CT images

Ronald M. Summers, Jianhua Yao, Stacy D. O'Connor, 2006, SPIE Medical Imaging.

Computer aided detection of epidural masses on computed tomography scans

Ronald M. Summers, Xiao Zhang, Jiamin Liu, 2014, Comput. Medical Imaging Graph..

Automated fat measurement and segmentation with intensity inhomogeneity correction

Ronald M. Summers, Jianhua Yao, Daniel Lewis Sussman, 2010, Medical Imaging.

Deep learning-based single-shot autofocus method for digital microscopy.

Jianhua Yao, Yongbing Zhang, Jun Liao, 2021, Biomedical optics express.

Wavelet method for CT colonography computer-aided polyp detection

Ronald M. Summers, Adam Huang, Jiang Li, 2006, 3rd IEEE International Symposium on Biomedical Imaging: Nano to Macro, 2006..

Aquilion ONE Clinical Evidence: Low Dose

Satoh, E. Leifer, Jianhua Yao, 2019 .

Supine and prone CT colonography registration by matching graphs of teniae coli

Ronald M. Summers, Jianhua Yao, Shijun Wang, 2012, 2012 9th IEEE International Symposium on Biomedical Imaging (ISBI).

Automated teniae coli detection and identification on computed tomographic colonography.

Jianhua Yao, Jiamin Liu, Zhuoshi Wei, 2012, Medical physics.

Hybrid committee classifier for a computerized colonic polyp detection system

Ronald M. Summers, Jiang Li, Jianhua Yao, 2006, SPIE Medical Imaging.

DCE-MRI Segmentation and Motion Correction Based on Active Contour Model and Forward Mapping

Chao Lu, Jianhua Yao, Sheila Prindiville, 2006, Seventh ACIS International Conference on Software Engineering, Artificial Intelligence, Networking, and Parallel/Distributed Computing (SNPD'06).

Organ Pose Distribution Model and an MAP Framework for Automated Abdominal Multi-organ Localization

Ronald M. Summers, Jianhua Yao, Marius George Linguraru, 2010, MIAR.

Microsatellite Instability Prediction of Uterine Corpus Endometrial Carcinoma Based on H&E Histology Whole-Slide Imaging

Jianhua Yao, Kun Huang, Tongxin Wang, 2020, 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI).

Augment low-field intra-operative MRI with preoperative MRI using a hybrid non-rigid registration method

Ying Mao, Jianhua Yao, Jinsong Wu, 2014, Comput. Methods Programs Biomed..

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

Ronald M. Summers, Jianhua Yao, Ken C. L. Wong, 2015, Medical Image Anal..

Patient specific tumor growth prediction using multimodal images

Ronald M. Summers, Yixun Liu, Samira M. Sadowski, 2014, Medical Image Anal..

Multimodal Image Driven Patient Specific Tumor Growth Modeling

Ronald M. Summers, Jianhua Yao, Samira M. Sadowski, 2013, MICCAI.

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

Ronald M. Summers, Jianhua Yao, Ken C. L. Wong, 2017, IEEE Transactions on Medical Imaging.

Efficient Mitosis Detection in Breast Cancer Histology Images by RCNN

Xianhe Sun, Jianhua Yao, Xiao Han, 2019, 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019).

Tumor growth modeling based on dual phase CT and FDG-PET

Ronald M. Summers, Jianhua Yao, Samira M. Sadowski, 2013, 2013 IEEE 10th International Symposium on Biomedical Imaging.

Content-based image retrieval on CT colonography using rotation and scale invariant features and bag-of-words model

Ronald M. Summers, Jianhua Yao, Javed M. Aman, 2010, 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

Tetrahedral Mesh Modeling of Density Data for Anatomical Atlases and Intensity-Based Registration

Russell H. Taylor, Jianhua Yao, Jianhua Yao, 2000, MICCAI.

Microscope Based HER2 Scoring System pdf

Junzhou Huang, Jianhua Yao, Haocheng Shen, 2020, ArXiv.

Blind deblurring for microscopic pathology images using deep learning networks pdf

Guoan Zheng, Hong Bu, Jianhua Yao, 2020, ArXiv.

Employing topographical height map in colonic polyp measurement and false positive reduction

Ronald M. Summers, Jiang Li, Jianhua Yao, 2009, Pattern Recognit..

A statistical bone density atlas and deformable medical image registration

Russell H. Taylor, Jianhua Yao, Jianhua Yao, 2002 .

Combining fully convolutional networks and graph-based approach for automated segmentation of cervical cell nuclei

Ronald M. Summers, Milan Sonka, Ling Zhang, 2017, 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017).

Manifold Diffusion for Exophytic Kidney Lesion Detection on Non-contrast CT Images

Ronald M. Summers, Jianfei Liu, Jianhua Yao, 2013, MICCAI.

Deep LOGISMOS: Deep learning graph-based 3D segmentation of pancreatic tumors on CT scans

Milan Sonka, Mohammadhadi Bagheri, Jianhua Yao, 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018).

Content-Based Image Retrieval for Medical Image Analysis

Ronald M. Summers, Jianhua Yao, R. Summers, 2012 .

A Variational Framework for Joint Detection and Segmentation of Ovarian Cancer Metastases

Ronald M. Summers, Jianfei Liu, Jianhua Yao, 2013, MICCAI.

Detection and station mapping of mediastinal lymph nodes on thoracic computed tomography using spatial prior from multi-atlas label fusion

Ronald M. Summers, Jiamin Liu, Jianhua Yao, 2014, 2014 IEEE 11th International Symposium on Biomedical Imaging (ISBI).

Unsupervised domain adaptation with adversarial learning for mass detection in mammogram

Jianhua Yao, Rongbo Shen, Kezhou Yan, 2020, Neurocomputing.

Deep Active Learning for Breast Cancer Segmentation on Immunohistochemistry Images

Jun Zhang, Jianhua Yao, Haocheng Shen, 2020, MICCAI.

Deep convolutional networks for automated detection of posterior-element fractures on spine CT

Ronald M. Summers, Jianhua Yao, Holger Roth, 2016, SPIE Medical Imaging.

Automated detection of pelvic fractures from volumetric CT images

Ronald M. Summers, Jianhua Yao, Ananda S. Chowdhury, 2012, 2012 9th IEEE International Symposium on Biomedical Imaging (ISBI).

Robust automated lymph node segmentation with random forests

Ronald M. Summers, Jiamin Liu, Jianhua Yao, 2014, Medical Imaging.

Rectified Cross-Entropy and Upper Transition Loss for Weakly Supervised Whole Slide Image Classifier

Junzhou Huang, Hailing Liu, Jianhua Yao, 2019, MICCAI.

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

Ronald M. Summers, Jianhua Yao, Ken C. L. Wong, 2015, Medical Imaging.

Asynchronous in Parallel Detection and Tracking (AIPDT): Real-Time Robust Polyp Detection

Zijian Zhang, Junzhou Huang, Xiaoning Wang, 2020, MICCAI.

Polyp Tracking in Video Colonoscopy Using Optical Flow With an On-The-Fly Trained CNN

Junzhou Huang, He Zheng, Jianhua Yao, 2019, 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019).

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

Ronald M. Summers, Xiao Zhang, Jianhua Yao, 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Improving Ki67 assessment concordance by the use of an artificial intelligence‐empowered microscope: a multi‐institutional ring study

Junzhou Huang, Jianhua Yao, Yueping Liu, 2021, Histopathology.

Efficient False Positive Reduction in Computer-Aided Detection Using Convolutional Neural Networks and Random View Aggregation

Ronald M. Summers, Jiamin Liu, Jianhua Yao, 2017, Deep Learning and Convolutional Neural Networks for Medical Image Computing.

Assessment of multiphasic contrast-enhanced MR textures in differentiating small renal mass subtypes

M. Merino, Jianhua Yao, Osorio Meirelles, 2018, Abdominal Radiology.

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

Joseph E. Burns, Hector E. Muñoz, R. Summers, 2016, Radiology.

CT thermometry for cone-beam CT guided ablation

Ronald M. Summers, Ming Li, Bradford J. Wood, 2016, SPIE Medical Imaging.

Pirfenidone for the treatment of Hermansky-Pudlak syndrome pulmonary fibrosis.

J. Troendle, Jianhua Yao, W. Gahl, 2011, Molecular genetics and metabolism.

Detection of pelvic fractures using graph cuts and curvatures

Ronald M. Summers, Jianhua Yao, Ananda S. Chowdhury, 2011, 2011 18th IEEE International Conference on Image Processing.

Breast Tumor Analysis in Dynamic Contrast Enhanced MRI Using Texture Features and Wavelet Transform

Jianhua Yao, Jeremy Chen, Catherine Chow, 2009, IEEE Journal of Selected Topics in Signal Processing.

The role of imaging in obesiTy special feaTure: full paper fully automated segmentation and quantification of visceral and subcutaneous fat at abdominal cT: application to a longitudinal adult screening cohort

Jiamin Liu, Jianhua Yao, P. Pickhardt, 2018 .

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

Jianhua Yao, M. Bagheri, Ling Zhang, 2019, IEEE Transactions on Medical Imaging.

Tumor Growth Prediction Using Convolutional Networks

Ronald M. Summers, Jianhua Yao, Le Lu, 2019, Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics.

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

Jianhua Yao, Nicholas Petrick, Jiamin Liu, 2009, Academic radiology.

Integration of PACS and CAD systems using DICOMDIR and open-source tools

Jianhua Yao, Alexander Ling, Ronald M. Summers, 2013, Medical Imaging.

Assessing accuracy factors in deformable 2D/3D medical image registration using a statistical pelvis model

Russell H. Taylor, Jianhua Yao, Jianhua Yao, 2003, Proceedings Ninth IEEE International Conference on Computer Vision.

Report of Vertebra Segmentation Challenge in 2014 MICCAI Workshop on Computational Spine Imaging

Jianhua Yao, Shuo Li, S. Li, 2015 .

Computerized Medical Imaging and Graphics

Alejandro F Frangi, Joseph E. Burns, M. Urschler, 2022 .

3D Multi-scale level set segmentation of vertebrae

Ronald M. Summers, Jianhua Yao, Sovira Tan, 2007, 2007 4th IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

Level set based vertebra segmentation for the evaluation of Ankylosing Spondylitis

Ronald M. Summers, Jianhua Yao, Sovira Tan, 2006, SPIE Medical Imaging.

Quantitative syndesmophyte measurement in ankylosing spondylitis using CT: longitudinal validity and sensitivity to change over 2 years

Jianhua Yao, Sovira Tan, M. Ward, 2013, Annals of the rheumatic diseases.

Biomedical Paper A C-Arm Fluoroscopy-Guided Progressive Cut Refinement Strategy Using a Surgical Robot

P. Kazanzides, A. Guéziec, R. Kumar, 2000 .

Automated segmentation of the thyroid gland on CT using multi-atlas label fusion and random forest

Ronald M. Summers, Jiamin Liu, Jianhua Yao, 2015, 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI).

Fully automated adipose tissue measurement on abdominal CT

Ronald M. Summers, Jianhua Yao, Daniel L. Sussman, 2011, Medical Imaging.

Statistical Location Model for Abdominal Organ Localization

Ronald M. Summers, Jianhua Yao, R. Summers, 2009, MICCAI.

Co-segmentation of Functional and Anatomical Images

Jayaram K. Udupa, Ulas Bagci, Jianhua Yao, 2012, MICCAI.

Mediastinal lymph node detection on thoracic CT scans using spatial prior from multi-atlas label fusion

Ronald M. Summers, Jiamin Liu, Jianhua Yao, 2014, Medical Imaging.

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

Jianhua Yao, Jiamin Liu, Ronald M Summers, 2008, Medical physics.

Detection of Degenerative Osteophytes of the Spine on PET/CT Using Region-Based Convolutional Neural Networks

Ronald M. Summers, Jiamin Liu, Jianhua Yao, 2016, CSI@MICCAI.

Detection of vertebral degenerative disc disease based on cortical shell unwrapping

Ronald M. Summers, Jianhua Yao, Joseph E. Burns, 2013, Medical Imaging.

Extracolonic findings on CT colonography: does the benefit outweigh the cost?

Jianhua Yao, Joseph E. Burns, Joseph E Burns, 2013, Academic radiology.

Template-Based $B _{1}$ Inhomogeneity Correction in 3T MRI Brain Studies

Jianhua Yao, Yuxi Pang, Christabel Lee, 2010, IEEE Transactions on Medical Imaging.

Improved T1 mapping by motion correction and template based B1 correction in 3T MRI brain studies

Jianhua Yao, Marcelo A. Castro, Christabel Lee, 2009, Medical Imaging.

A Semi-Supervised CNN Learning Method with Pseudo-class Labels for Atherosclerotic Vascular Calcification Detection

Ronald M. Summers, Mohammadhadi Bagheri, Jiamin Liu, 2019, 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019).

Atherosclerotic vascular calcification detection and segmentation on low dose computed tomography scans using convolutional neural networks

Ronald M. Summers, Jiamin Liu, Jianhua Yao, 2017, 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017).