Jie Yang

20 papers Journal 9Unranked 11
YearRankTypeTitle / Venue / Authors
2021 J jnl
Novel Subtypes of Pulmonary Emphysema Based on Spatially-Informed Lung Texture Learning: The Multi-Ethnic Study of Atherosclerosis (MESA) COPD Study.
IEEE Trans. Medical Imaging
Jie Yang, Elsa D. Angelini, Pallavi P. Balte, Eric A. Hoffman, John H. M. Austin, Benjamin M. Smith, R. Graham Barr, Andrew F. Laine
2020 J jnl
Characterizing Alzheimer's Disease With Image and Genetic Biomarkers Using Supervised Topic Models.
IEEE J. Biomed. Health Informatics
Jie Yang, Xinyang Feng, Andrew F. Laine, Elsa D. Angelini
2020 — conf
Encoding Human Cortex Using Spherical CNNs - A Study on Alzheimer's Disease Classification.
ISBI
Hugo Barbaroux, Xinyang Feng, Jie Yang, Andrew F. Laine, Elsa D. Angelini
2020 J jnl
Novel Subtypes of Pulmonary Emphysema Based on Spatially-Informed Lung Texture Learning.
CoRR
Jie Yang, Elsa D. Angelini, Pallavi P. Balte, Eric A. Hoffman, John H. M. Austin, Benjamin M. Smith, R. Graham Barr, Andrew F. Laine
2019 — conf
Class-Aware Adversarial Lung Nodule Synthesis In CT Images.
ISBI
Jie Yang, Siqi Liu, Sasa Grbic, Arnaud Arindra Adiyoso Setio, Zhoubing Xu, Eli Gibson, Guillaume Chabin, Bogdan Georgescu, Andrew F. Laine, Dorin Comaniciu
2019 — conf
Enhanced Generative Model for Unsupervised Discovery of Spatially-Informed Macroscopic Emphysema: The Mesa Copd Study.
ISBI
Yu Gan, Jie Yang, Benjamin M. Smith, Pallavi P. Balte, Eric A. Hoffman, Christine P. Hendon, R. Graham Barr, Andrew F. Laine, Elsa D. Angelini
2019 J jnl
Estimating brain age based on a healthy population with deep learning and structural MRI.
CoRR
Xinyang Feng, Zachary C. Lipton, Jie Yang, Scott A. Small, Frank A. Provenzano
2019 — conf
Unsupervised Domain Adaption With Adversarial Learning (UDAA) for Emphysema Subtyping on Cardiac CT Scans: The Mesa Study.
ISBI
Jie Yang, Thomas Vetterli, Pallavi P. Balte, R. Graham Barr, Andrew F. Laine, Elsa D. Angelini
2018 — conf
Alzheimer's disease diagnosis based on anatomically stratified texture analysis of the hippocampus in structural MRI.
ISBI
Xinyang Feng, Jie Yang, Andrew F. Laine, Elsa D. Angelini
2018 J jnl
Class-Aware Adversarial Lung Nodule Synthesis in CT Images.
CoRR
Jie Yang, Siqi Liu, Sasa Grbic, Arnaud Arindra Adiyoso Setio, Zhoubing Xu, Eli Gibson, Guillaume Chabin, Bogdan Georgescu, Andrew F. Laine, Dorin Comaniciu
2018 J jnl
Decompose to manipulate: Manipulable Object Synthesis in 3D Medical Images with Structured Image Decomposition.
CoRR
Siqi Liu, Eli Gibson, Sasa Grbic, Zhoubing Xu, Arnaud Arindra Adiyoso Setio, Jie Yang, Bogdan Georgescu, Dorin Comaniciu
2018 J jnl
Discriminative analysis of the human cortex using spherical CNNs - a study on Alzheimer's disease diagnosis.
CoRR
Xinyang Feng, Jie Yang, Andrew F. Laine, Elsa D. Angelini
2017 — conf
Discriminative Localization in CNNs for Weakly-Supervised Segmentation of Pulmonary Nodules.
MICCAI (3)
Xinyang Feng, Jie Yang, Andrew F. Laine, Elsa D. Angelini
2017 J jnl
Discriminative Localization in CNNs for Weakly-Supervised Segmentation of Pulmonary Nodules.
CoRR
Xinyang Feng, Jie Yang, Andrew F. Laine, Elsa D. Angelini
2017 — conf
Generative method to discover emphysema subtypes with unsupervised learning using lung macroscopic patterns (LMPS): The MESA COPD study.
ISBI
Jingkuan Song, Jie Yang, Benjamin M. Smith, Pallavi P. Balte, Eric A. Hoffman, R. Graham Barr, Andrew F. Laine, Elsa D. Angelini
2017 — conf
Unsupervised Discovery of Spatially-Informed Lung Texture Patterns for Pulmonary Emphysema: The MESA COPD Study.
MICCAI (1)
Jie Yang, Elsa D. Angelini, Pallavi P. Balte, Eric A. Hoffman, John H. M. Austin, Benjamin M. Smith, Jingkuan Song, R. Graham Barr, Andrew F. Laine
2016 — conf
Emphysema Quantification on Cardiac CT Scans Using Hidden Markov Measure Field Model: The MESA Lung Study.
MICCAI (2)
Jie Yang, Elsa D. Angelini, Pallavi P. Balte, Eric A. Hoffman, Colin O. Wu, Bharath A. Venkatesh, R. Graham Barr, Andrew F. Laine
2016 — conf
Explaining Radiological Emphysema Subtypes with Unsupervised Texture Prototypes: MESA COPD Study.
MCV/BAMBI@MICCAI
Jie Yang, Elsa D. Angelini, Benjamin M. Smith, John H. M. Austin, Eric A. Hoffman, David A. Bluemke, R. Graham Barr, Andrew F. Laine
2016 J jnl
Explaining Radiological Emphysema Subtypes with Unsupervised Texture Prototypes: MESA COPD Study.
CoRR
Jie Yang, Elsa D. Angelini, Benjamin M. Smith, John H. M. Austin, Eric A. Hoffman, David A. Bluemke, R. Graham Barr, Andrew F. Laine
2016 — conf
Texton and sparse representation based texture classification of lung parenchyma in CT images.
EMBC
Jie Yang, Xinyang Feng, Elsa D. Angelini, Andrew F. Laine