Elsa D. Angelini

Also affiliated with Laboratoire Traitement et Communication de l’Information, Columbia University

Computer ScienceMedicine

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 15 papers. Top paper: “Novel Subtypes of Pulmonary Emphysema Based on Spatially-Informed Lung Texture Learning: The Multi-Ethnic Study of Atherosclerosis (MESA) COPD Study”.

Novel Subtypes of Pulmonary Emphysema Based on Spatially-Informed Lung Texture Learning: The Multi-Ethnic Study of Atherosclerosis (MESA) COPD Study

IEEE Transactions on Medical Imaging(2021)10.1109/tmi.2021.3094660

N/A

0DataRank · unranked

18 citations

Elsa D. Angelini, Pallavi Balte, Eric A. Hoffman, John H. M. Austin, Benjamin M. Smith +3 more

QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation - Analysis of Ranking Scores and Benchmarking Results

arXiv (Cornell University)(2021)10.48550/arxiv.2112.10074

N/A

0DataRank · unranked

7 citations

Angelos Filos, Ujjwal Baid, Chiharu Sako, Richard McKinley, Michael Rebsamen +87 more

QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation – Analysis of Ranking Scores and Benchmarking Results

The Journal of Machine Learning for Biomedical Imaging(2022)10.59275/j.melba.2022-354b

N/A

0DataRank · unranked

53 citations

Angelos Filos, Ujjwal Baid, Chiharu Sako, Richard McKinley, Michael Rebsamen +87 more

Pulmonary emphysema subtypes defined by unsupervised machine learning on CT scans

Thorax(2023)10.1136/thorax-2022-219158

N/A

0DataRank · unranked

39 citations

Jie Yang, Pallavi Balte, Eric A. Hoffman, Ani Manichaikul, Yifei Sun +36 more

Cardiac Adipose Tissue Segmentation via Image-Level Annotations

IEEE Journal of Biomedical and Health Informatics(2023)10.1109/jbhi.2023.3263838

N/A

0DataRank · unranked

9 citations

Yu Gan, Theresa H. Lye, Yanchen Liu, Haofeng Zhang, Andrew F. Laine +3 more

Multi-View Cnn For Total Lung Volume Inference On Cardiac Computed Tomography

PubMed(2023)10.1109/isbi53787.2023.10230821

N/A

0DataRank · unranked

3 citations

Elsa D. Angelini, Yifei Sun, Benjamin M. Smith, Eric A. Hoffman, Karen Hinckley Stukovsky +7 more

MAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding and Pseudo-Labeling

PubMed(2024)10.1109/cvpr52733.2024.00559

N/A

0DataRank · unranked

29 citations

Yuhao Wu, Elsa D. Angelini, Ang Li, Jia Guo, Jerod M. Rasmussen +8 more

Unsupervised Airway Tree Clustering with Deep Learning: the Multi-Ethnic Study of Atherosclerosis (Mesa) Lung Study

PubMed(2024)10.1109/isbi56570.2024.10635651

N/A

0DataRank · unranked

1 citations

Elsa D. Angelini, R. Graham Barr, Norrina B. Allen, Alain G. Bertoni, Eric A. Hoffman +8 more

Robust deep labeling of radiological emphysema subtypes using squeeze and excitation convolutional neural networks: The MESA Lung and SPIROMICS Studies

arXiv (Cornell University)(2024)10.48550/arxiv.2403.00257

N/A

0DataRank · unranked

0 citations

Nabil Ettehadi, Soroush Arabshahi, Yifei Sun, Karen Hinkley Stukovsky, Karol E. Watson +8 more

Robust Quantification of Percent Emphysema on CT Via Domain Attention: The Multi-Ethnic Study of Atherosclerosis (MESA) Lung Study

PubMed(2024)10.1109/isbi56570.2024.10635299

N/A

0DataRank · unranked

0 citations

Elsa D. Angelini, Eric A. Hoffman, Karol E. Watson, Benjamin M. Smith, R. Graham Barr +2 more

CT Emphysema Subtypes and Cardiac Hemodynamics Estimated on MRI

CHEST Journal(2025)10.1016/j.chest.2025.03.009

N/A

0DataRank · unranked

2 citations

Jesse Yang, Elsa D. Angelini, Pallavi Balte, David A. Bluemke, James Carr +17 more

Associations of Prepandemic Lung Function and Structure with COVID-19 Outcomes: The C4R Study

American Journal of Respiratory and Critical Care Medicine(2025)10.1164/rccm.202408-1656oc

N/A

0DataRank · unranked

2 citations

John S. Kim, Yifei Sun, Nori Allen, Elsa D. Angelini, Alexander Arynchyn +48 more

Multi-View Transformers for Airway-To-Lung Ratio Inference on Cardiac CT Scans: The C4R Study

arXiv (Cornell University)(2025)10.48550/arxiv.2501.08902

N/A

0DataRank · unranked

0 citations

Elsa D. Angelini, Eric A. Hoffman, Elizabeth C. Oelsner, R Graham Barr, Benjamin M. Smith +2 more

Pulmonary emphysema subtypes defined by unsupervised machine learning on CT scans

UNC Libraries(2025)10.17615/6455-md85

N/A

0DataRank · unranked

0 citations

Fernando J. Martínez, David Couper, Mark T. Dransfield, Martin R. Prince, Elsa D. Angelini +36 more

Marginal structural models for quantifying the causal effects of exposure to ambient air pollution on progression of CT emphysema in the MESA lung and MESA air studies

American Journal of Epidemiology(2025)10.1093/aje/kwaf252

N/A

0DataRank · unranked

0 citations

Meng Wang, Rachel S. Heise, Carrie L. Pistenmaa, Eric A. Hoffman, Lianne Sheppard +7 more