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

Authors: Naik, Sneha N., Angelini, Elsa D., Hoffman, Eric A., Oelsner, Elizabeth C., Barr, R. Graham, Smith, Benjamin M., Laine, Andrew F.

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2501.08902

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

Authors: Zhang, Xuzhe, Angelini, Elsa D., Hoffman, Eric A., Watson, Karol E., Smith, Benjamin M., Barr, R. Graham, Laine, Andrew F.

Source: 2024 IEEE International Symposium on Biomedical Imaging (ISBI) Biomedical Imaging (ISBI), 2024 IEEE International Symposium on. :1-5 May, 2024

Relation: 2024 IEEE International Symposium on Biomedical Imaging (ISBI)

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

Authors: Naik, Sneha N., Angelini, Elsa D., Barr, R. Graham, Allen, Norrina, Bertoni, Alain, Hoffman, Eric A., Manichaikul, Ani, Pankow, Jim, Post, Wendy, Sun, Yifei, Watson, Karol, Smith, Benjamin M., Laine, Andrew F.

Source: 2024 IEEE International Symposium on Biomedical Imaging (ISBI) Biomedical Imaging (ISBI), 2024 IEEE International Symposium on. :1-5 May, 2024

Relation: 2024 IEEE International Symposium on Biomedical Imaging (ISBI)

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

Authors: Wysoczanski, Artur, Angelini, Elsa D., Sun, Yifei, Smith, Benjamin M., Hoffman, Eric A., Stukovsky, Karen, Budoff, Matthew, Watson, Karol E., Jeffrey Carr, J., Oelsner, Elizabeth C., Graham Barr, R., Laine, Andrew F.

Source: 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) Biomedical Imaging (ISBI), 2023 IEEE 20th International Symposium on. :1-5 Apr, 2023

Relation: 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI)

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

Authors: Wysoczanski, Artur, Ettehadi, Nabil, Arabshahi, Soroush, Sun, Yifei, Stukovsky, Karen Hinkley, Watson, Karol E., Han, MeiLan K., Michos, Erin D, Comellas, Alejandro P., Hoffman, Eric A., Laine, Andrew F., Barr, R. Graham, Angelini, Elsa D.

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2403.00257

Scribble-based fast weak-supervision and interactive corrections for segmenting whole slide images

Authors: Habis, Antoine, Nathanson, Roy Rosman, Meas-Yedid, Vannary, Angelini, Elsa D., Olivo-Marin, Jean-Christophe

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2402.08333

Smart Learning of Click and Refine for Nuclei Segmentation on Histology Images

Authors: Habis, Antoine, Meas-Yedid, Vannary, Gonzalez Obando, Daniel Felipe, Olivo-Marin, Jean-Christophe, Angelini, Elsa D.

Source: 2022 IEEE International Conference on Image Processing (ICIP) Image Processing (ICIP), 2022 IEEE International Conference on. :2281-2285 Oct, 2022

Relation: 2022 IEEE International Conference on Image Processing (ICIP)

3d Pathological Signs Detection And Scoring On CPA CT Lung Scans

Authors: Nunes, Afonso, Desai, Sujal R., Semple, Thomas, Shah, Anand, Angelini, Elsa D.

Source: 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI) Biomedical Imaging (ISBI), 2021 IEEE 18th International Symposium on. :82-85 Apr, 2021

Relation: 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI)

Enhanced-Quality Gan (EQ-GAN) on Lung CT Scans: Toward Truth and Potential Hallucinations

Authors: Jammes-Floreani, Martin, Laine, Andrew F., Angelini, Elsa D.

Source: 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI) Biomedical Imaging (ISBI), 2021 IEEE 18th International Symposium on. :20-23 Apr, 2021

Relation: 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI)

Unsupervised Clustering Of Airway Tree Structures On High-Resolution CT: The Mesa Lung Study

Authors: Wysoczanski, Artur, Angelini, Elsa D., Smith, Benjamin M., Hoffman, Eric A., Hiura, Grant T., Sun, Yifei, Barr, R. Graham, Laine, Andrew F.

Source: 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI) Biomedical Imaging (ISBI), 2021 IEEE 18th International Symposium on. :1568-1572 Apr, 2021

Relation: 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI)

Encoding Human Cortex Using Spherical CNNs - A Study on Alzheimer's Disease Classification

Authors: Barbaroux, Hugo, Feng, Xinyang, Yang, Jie, Laine, Andrew F., Angelini, Elsa D.

Source: 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI) Biomedical Imaging (ISBI), 2020 IEEE 17th International Symposium on. :1322-1325 Apr, 2020

Relation: 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI)

Machine-Learning on Liver Ultrasound to Stratify Multiple Diseases via Blood-Vessels and Perfusion Characteristics

Authors: Bayet, Jules, Hoogenboom, Tim, Sharma, Rohini, Angelini, Elsa D.

Source: 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI) Biomedical Imaging (ISBI), 2020 IEEE 17th International Symposium on. :1351-1354 Apr, 2020

Relation: 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI)

Enhanced Generative Model for Unsupervised Discovery of Spatially-Informed Macroscopic Emphysema: The Mesa Copd Study

Authors: Gan, Yu, Yang, Jie, Smith, Benjamin, Balte, Pallavi, Hoffman, Eric, Hendon, Christine, Barr, R. Graham, Laine, Andrew F., Angelini, Elsa D.

Source: 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019) Biomedical Imaging (ISBI 2019), 2019 IEEE 16th International Symposium on. :1212-1215 Apr, 2019

Relation: 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI)

Automatic Segmentation and Identification of Spinous Processes on Sagittal X-Rays Based on Random Forest Classification and Dedicated Contextual Features

Authors: Ebrahimi, Shahin, Gajny, Laurent, Skalli, Wafa, Angelini, Elsa D.

Source: 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019) Biomedical Imaging (ISBI 2019), 2019 IEEE 16th International Symposium on. :688-691 Apr, 2019

Relation: 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI)

Unsupervised Domain Adaption With Adversarial Learning (UDAA) for Emphysema Subtyping on Cardiac CT Scans: The Mesa Study

Authors: Yang, Jie, Vetterli, Thomas, Balte, Pallavi P., Barr, R. Graham, F.Laine, Andrew, Angelini, Elsa D.

Source: 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019) Biomedical Imaging (ISBI 2019), 2019 IEEE 16th International Symposium on. :289-293 Apr, 2019

Relation: 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI)

Alzheimer's disease diagnosis based on anatomically stratified texture analysis of the hippocampus in structural MRI

Authors: Feng, Xinyang, Yang, Jie, Laine, Andrew F., Angelini, Elsa D.

Source: 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018) Biomedical Imaging (ISBI 2018), 2018 IEEE 15th International Symposium on. :1546-1549 Apr, 2018

Relation: 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018)

Novel Subtypes of Pulmonary Emphysema Based on Spatially-Informed Lung Texture Learning

Authors: Yang, Jie, Angelini, Elsa D., Balte, Pallavi P., Hoffman, Eric A., Austin, John H. M., Smith, Benjamin M., Barr, R. Graham, Laine, Andrew F.

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2007.04978

Reducing data acquisition for fast Structured Illumination Microscopy using Compressed Sensing

Authors: Meiniel, William, Spinicelli, Piernicola, Angelini, Elsa D., Fragola, Alexandra, Loriette, Vincent, Orieux, Francois, Sepulveda, Eduardo, Olivo-Marin, Jean-Christophe

Source: 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017) Biomedical Imaging (ISBI 2017), 2017 IEEE 14th International Symposium on. :32-35 Apr, 2017

Relation: 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017)

Generative method to discover emphysema subtypes with unsupervised learning using lung macroscopic patterns (LMPS): The MESA COPD study

Authors: Song, Jingkuan, Yang, Jie, Smith, Benjamin, Balte, Pallavi, Hoffman, Eric A., Barr, R. Graham, Laine, Andrew F., Angelini, Elsa D.

Source: 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017) Biomedical Imaging (ISBI 2017), 2017 IEEE 14th International Symposium on. :375-378 Apr, 2017

Relation: 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017)

Texton and sparse representation based texture classification of lung parenchyma in CT images

Authors: Yang, Jie, Feng, Xinyang, Angelini, Elsa D., Laine, Andrew F.

Source: 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) Engineering in Medicine and Biology Society (EMBC), 2016 IEEE 38th Annual International Conference of the. :1276-1279 Aug, 2016

Relation: 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)