Publications by authors named "Elsa D Angelini"

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Associations of pulmonary microvascular blood volume with per cent emphysema and CT emphysema subtypes in the community: the MESA Lung study.
Emilia A Hermann, Amin Motahari, Eric A Hoffman, Yifei Sun, Norrina Allen, Elsa D Angelini

Thorax· April 2025

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ROBUST QUANTIFICATION OF PERCENT EMPHYSEMA ON CT VIA DOMAIN ATTENTION: THE MULTI-ETHNIC STUDY OF ATHEROSCLEROSIS (MESA) LUNG STUDY.
Xuzhe Zhang, Elsa D Angelini, Eric A Hoffman, Karol E Watson, Benjamin M Smith

Proc IEEE Int Symp Biomed Imaging· May 2024

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UNSUPERVISED AIRWAY TREE CLUSTERING WITH DEEP LEARNING: THE MULTI-ETHNIC STUDY OF ATHEROSCLEROSIS (MESA) LUNG STUDY.
Sneha N Naik, Elsa D Angelini, R Graham Barr, Norrina Allen, Alain Bertoni

Proc IEEE Int Symp Biomed Imaging· May 2024

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Pulmonary emphysema subtypes defined by unsupervised machine learning on CT scans.
Elsa D Angelini, Jie Yang, Pallavi P Balte, Eric A Hoffman, Ani W Manichaikul

Thorax· November 2023

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Fibrosis severity scoring on Sirius red histology with multiple-instance deep learning.
Sneha N Naik, Roberta Forlano, Pinelopi Manousou, Robert Goldin, Elsa D Angelini

Biol Imaging· July 2023

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MULTI-VIEW CNN FOR TOTAL LUNG VOLUME INFERENCE ON CARDIAC COMPUTED TOMOGRAPHY.
Artur Wysoczanski, Elsa D Angelini, Yifei Sun, Benjamin M Smith, Eric A Hoffman

Proc IEEE Int Symp Biomed Imaging· April 2023

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Quantification of lung ventilation defects on hyperpolarized MRI: The Multi-Ethnic Study of Atherosclerosis (MESA) COPD study.
Xuzhe Zhang, Elsa D Angelini, Fateme S Haghpanah, Andrew F Laine, Yanping Sun

Magn Reson Imaging· October 2022

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Post-natal growth of very preterm neonates - Authors' reply.
Sam F Greenbury, Elsa D Angelini, Kayleigh Ougham, Cheryl Battersby, Christopher Gale

Lancet Child Adolesc Health· March 2022

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Novel Subtypes of Pulmonary Emphysema Based on Spatially-Informed Lung Texture Learning: The Multi-Ethnic Study of Atherosclerosis (MESA) COPD Study.
Jie Yang, Elsa D Angelini, Pallavi P Balte, Eric A Hoffman, John H M Austin

IEEE Trans Med Imaging· December 2021

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Birthweight and patterns of postnatal weight gain in very and extremely preterm babies in England and Wales, 2008-19: a cohort study.
Sam F Greenbury, Elsa D Angelini, Kayleigh Ougham, Cheryl Battersby, Christopher Gale

Lancet Child Adolesc Health· October 2021

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Changes in neonatal admissions, care processes and outcomes in England and Wales during the COVID-19 pandemic: a whole population cohort study.
Sam F Greenbury, Nicholas Longford, Kayleigh Ougham, Elsa D Angelini, Cheryl Battersby

BMJ Open· October 2021

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UNSUPERVISED CLUSTERING OF AIRWAY TREE STRUCTURES ON HIGH-RESOLUTION CT: THE MESA LUNG STUDY.
Artur Wysoczanski, Elsa D Angelini, Benjamin M Smith, Eric A Hoffman, Grant T Hiura

Proc IEEE Int Symp Biomed Imaging· April 2021

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Identification of variation in nutritional practice in neonatal units in England and association with clinical outcomes using agnostic machine learning.
Sam F Greenbury, Kayleigh Ougham, Jinyi Wu, Cheryl Battersby, Chris Gale, Elsa D Angelini

Sci Rep· March 2021

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Heterogeneity Measurement of Cardiac Tissues Leveraging Uncertainty Information from Image Segmentation.
Ziyi Huang, Yu Gan, Theresa Lye, Haofeng Zhang, Andrew Laine, Elsa D Angelini

Med Image Comput Comput Assist Interv· October 2020

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Characterizing Alzheimer's Disease With Image and Genetic Biomarkers Using Supervised Topic Models.
Jie Yang, Xinyang Feng, Andrew F Laine, Elsa D Angelini

IEEE J Biomed Health Inform· April 2020

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Vertebral rotation estimation from frontal X-rays using a quasi-automated pedicle detection method.
Shahin Ebrahimi, Laurent Gajny, Claudio Vergari, Elsa D Angelini, Wafa Skalli

Eur Spine J· December 2019

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Quantifying Brain [F]FDG Uptake Noninvasively by Combining Medical Health Records and Dynamic PET Imaging Data.
Elisa Roccia, Arthur Mikhno, R Todd Ogden, J John Mann, Andrew F Laine, Elsa D Angelini

IEEE J Biomed Health Inform· November 2019

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UNSUPERVISED DOMAIN ADAPTION WITH ADVERSARIAL LEARNING (UDAA) FOR EMPHYSEMA SUBTYPING ON CARDIAC CT SCANS: THE MESA STUDY.
Jie Yang, Thomas Vetterli, Pallavi P Balte, R Graham Barr, Andrew F Laine, Elsa D Angelini

Proc IEEE Int Symp Biomed Imaging· April 2019

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Denoising of Microscopy Images: A Review of the State-of-the-Art, and a New Sparsity-Based Method.
William Meiniel, Jean-Christophe Olivo-Marin, Elsa D Angelini

IEEE Trans Image Process· August 2018

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Discriminative Localization in CNNs for Weakly-Supervised Segmentation of Pulmonary Nodules.
Xinyang Feng, Jie Yang, Andrew F Laine, Elsa D Angelini

Med Image Comput Comput Assist Interv· September 2017

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Unsupervised Discovery of Spatially-Informed Lung Texture Patterns for Pulmonary Emphysema: The MESA COPD Study.
Jie Yang, Elsa D Angelini, Pallavi P Balte, Eric A Hoffman, John H M Austin

Med Image Comput Comput Assist Interv· September 2017

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Explaining Radiological Emphysema Subtypes with Unsupervised Texture Prototypes: MESA COPD Study.
Jie Yang, Elsa D Angelini, Benjamin M Smith, John H M Austin, Eric A Hoffman

Med Comput Vis Bayesian Graph Models Biomed Imaging (2016)· July 2017

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GENERATIVE METHOD TO DISCOVER EMPHYSEMA SUBTYPES WITH UNSUPERVISED LEARNING USING LUNG MACROSCOPIC PATTERNS (LMPS): THE MESA COPD STUDY.
Jingkuan Song, Jie Yang, Benjamin Smith, Pallavi Balte, Eric A Hoffman, Elsa D Angelini

Proc IEEE Int Symp Biomed Imaging· April 2017

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Emphysema Quantification on Cardiac CT Scans Using Hidden Markov Measure Field Model: The MESA Lung Study.
Jie Yang, Elsa D Angelini, Pallavi P Balte, Eric A Hoffman, Colin O Wu

Med Image Comput Comput Assist Interv· October 2016

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Texton and sparse representation based texture classification of lung parenchyma in CT images.
Jie Yang, Xinyang Feng, Elsa D Angelini, Andrew F Laine

Annu Int Conf IEEE Eng Med Biol Soc· August 2016

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