Texton and sparse representation based texture classification of lung parenchyma in CT images. - Jie Yang 041; Xinyang Feng; Elsa D. Angelini; Andrew F. Laine (EMBC, 2016)

Emphysema Quantification on Cardiac CT Scans Using Hidden Markov Measure Field Model: The MESA Lung Study. - Jie Yang 041; Elsa D. Angelini; Pallavi P. Balte; Eric A. Hoffman; Colin O. Wu; Bharath A. Venkatesh; R. Graham Barr; Andrew F. Laine (MICCAI (2), 2016)

Explaining Radiological Emphysema Subtypes with Unsupervised Texture Prototypes: MESA COPD Study. - Jie Yang 041; Elsa D. Angelini; Benjamin M. Smith; John H. M. Austin; Eric A. Hoffman; David A. Bluemke; R. Graham Barr; Andrew F. Laine (MCV/BAMBI@MICCAI, 2016)

Generative method to discover emphysema subtypes with unsupervised learning using lung macroscopic patterns (LMPS): The MESA COPD study. - Jingkuan Song; Jie Yang 041; Benjamin M. Smith; Pallavi P. Balte; Eric A. Hoffman; R. Graham Barr; Andrew F. Laine; Elsa D. Angelini (ISBI, 2017)

Discriminative Localization in CNNs for Weakly-Supervised Segmentation of Pulmonary Nodules. - Xinyang Feng; Jie Yang 041; Andrew F. Laine; Elsa D. Angelini (MICCAI (3), 2017)

Unsupervised Discovery of Spatially-Informed Lung Texture Patterns for Pulmonary Emphysema: The MESA COPD Study. - Jie Yang 041; Elsa D. Angelini; Pallavi P. Balte; Eric A. Hoffman; John H. M. Austin; Benjamin M. Smith; Jingkuan Song; R. Graham Barr; Andrew F. Laine (MICCAI (1), 2017)

Alzheimer's disease diagnosis based on anatomically stratified texture analysis of the hippocampus in structural MRI. - Xinyang Feng; Jie Yang 041; Andrew F. Laine; Elsa D. Angelini (ISBI, 2018)

Decompose to manipulate: Manipulable Object Synthesis in 3D Medical Images with Structured Image Decomposition. - Siqi Liu 001; Eli Gibson; Sasa Grbic; Zhoubing Xu; Arnaud Arindra Adiyoso Setio; Jie Yang 041; Bogdan Georgescu; Dorin Comaniciu (CoRR, 2018)

Discriminative analysis of the human cortex using spherical CNNs - a study on Alzheimer's disease diagnosis. - Xinyang Feng; Jie Yang 041; Andrew F. Laine; Elsa D. Angelini (CoRR, 2018)

Enhanced Generative Model for Unsupervised Discovery of Spatially-Informed Macroscopic Emphysema: The Mesa Copd Study. - Yu Gan 003; Jie Yang 041; Benjamin M. Smith; Pallavi P. Balte; Eric A. Hoffman; Christine P. Hendon; R. Graham Barr; Andrew F. Laine; Elsa D. Angelini (ISBI, 2019)

Class-Aware Adversarial Lung Nodule Synthesis In CT Images. - Jie Yang 041; Siqi Liu 001; Sasa Grbic; Arnaud Arindra Adiyoso Setio; Zhoubing Xu; Eli Gibson; Guillaume Chabin; Bogdan Georgescu; Andrew F. Laine; Dorin Comaniciu (ISBI, 2019)

Unsupervised Domain Adaption With Adversarial Learning (UDAA) for Emphysema Subtyping on Cardiac CT Scans: The Mesa Study. - Jie Yang 041; Thomas Vetterli; Pallavi P. Balte; R. Graham Barr; Andrew F. Laine; Elsa D. Angelini (ISBI, 2019)

Estimating brain age based on a healthy population with deep learning and structural MRI. - Xinyang Feng; Zachary C. Lipton; Jie Yang 041; Scott A. Small; Frank A. Provenzano (CoRR, 2019)

Encoding Human Cortex Using Spherical CNNs - A Study on Alzheimer's Disease Classification. - Hugo Barbaroux; Xinyang Feng; Jie Yang 041; Andrew F. Laine; Elsa D. Angelini (ISBI, 2020)

Novel Subtypes of Pulmonary Emphysema Based on Spatially-Informed Lung Texture Learning. - Jie Yang 041; Elsa D. Angelini; Pallavi P. Balte; Eric A. Hoffman; John H. M. Austin; Benjamin M. Smith; R. Graham Barr; Andrew F. Laine (CoRR, 2020)

Characterizing Alzheimer's Disease With Image and Genetic Biomarkers Using Supervised Topic Models. - Jie Yang 041; Xinyang Feng; Andrew F. Laine; Elsa D. Angelini (IEEE J. Biomed. Health Informatics, 2020)

Novel Subtypes of Pulmonary Emphysema Based on Spatially-Informed Lung Texture Learning: The Multi-Ethnic Study of Atherosclerosis (MESA) COPD Study. - Jie Yang 041; Elsa D. Angelini; Pallavi P. Balte; Eric A. Hoffman; John H. M. Austin; Benjamin M. Smith; R. Graham Barr; Andrew F. Laine (IEEE Trans. Medical Imaging, 2021)