Alejandro P. Comellas

13 papers B 2Journal 5Unranked 6

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Robust deep labeling of radiological emphysema subtypes using squeeze and excitation convolutional neural networks: The MESA Lung and SPIROMICS Studies. CoRR Artur Wysoczanski, Nabil Ettehadi, Soroush Arabshahi, Yifei Sun, Karen Hinkley Stukovsky, Karol E. Watson, MeiLan K. Han, Erin D. Michos, Alejandro P. Comellas, Eric A. Hoffman, Andrew F. Laine, R. Graham Barr, Elsa D. Angelini
2023	J	`jnl`	A survey on artificial intelligence in pulmonary imaging. WIREs Data. Mining. Knowl. Discov. Punam K. Saha, Syed Ahmed Nadeem, Alejandro P. Comellas
2023	—	`conf`	Automated detection of ribs in chest CT scans and assessment of changes in their morphology between Total Lung Capacity (TLC) and Residual Volume (RV). Biomedical Applications in Molecular, Structural, and Functional Imaging Syed Ahmed Nadeem, Alejandro P. Comellas, Eric A. Hoffman, Punam K. Saha
2023	J	`jnl`	Automatic segmentation of lung findings in CT and application to Long COVID. CoRR Diedre S. Carmo, Rosarie A. Tudas, Alejandro P. Comellas, Letícia Rittner, Roberto A. Lotufo, Joseph M. Reinhardt, Sarah E. Gerard
2023	J	`jnl`	MEDPSeg: End-to-end segmentation of pulmonary structures and lesions in computed tomography. CoRR Diedre S. Carmo, Jean Ribeiro, Alejandro P. Comellas, Joseph M. Reinhardt, Sarah E. Gerard, Letícia Rittner, Roberto A. Lotufo
2022	—	`conf`	CT-based segmentation of pectoral muscle using deep learning and association of computed metrics with aging and sex. Biomedical Applications in Molecular, Structural, and Functional Imaging Indra Narayan Dutta, Syed Ahmed Nadeem, Alejandro P. Comellas, Eric A. Hoffman, Punam K. Saha
2022	—	`conf`	CT-based segmentation of thoracic vertebrae using deep learning and computation of the kyphotic angle. Biomedical Applications in Molecular, Structural, and Functional Imaging Syed Ahmed Nadeem, Alejandro P. Comellas, Indranil Guha, Elizabeth A. Regan, Eric A. Hoffman, Punam K. Saha
2022	—	`conf`	Measurement of Mucociliary Transport: Novel Application of Positron Emission Tomography. ISBI Carley G. Stewart, Brieanna Hilkin, Nicholas D. Gansemer, Susan A. Walsh, Michael R. Acevado, Vamsidhar Akurathi, Darpan N. Pandya, Alejandro P. Comellas, Thaddeus J. Wadas, David W. Dick, John J. Sunderland, David A. Stoltz, Michael J. Welsh, Mahmoud H. Abou Alaiwa
2021	J	`jnl`	A CT-Based Automated Algorithm for Airway Segmentation Using Freeze-and-Grow Propagation and Deep Learning. IEEE Trans. Medical Imaging Syed Ahmed Nadeem, Eric A. Hoffman, Jessica C. Sieren, Alejandro P. Comellas, Surya P. Bhatt, Igor Z. Barjaktarevic, Fereidoun Abtin, Punam K. Saha
2021	B	`conf`	Generalizability of a deep learning airway segmentation algorithm to a blinded low-dose CT dataset. Image Processing Syed Ahmed Nadeem, Alejandro P. Comellas, Eric A. Hoffman, Punam K. Saha
2020	B	`conf`	Anatomical labeling of human airway branches using a novel two-step machine learning and hierarchical features. Image Processing Syed Ahmed Nadeem, Eric A. Hoffman, Alejandro P. Comellas, Punam K. Saha
2020	—	`conf`	Locally Adaptive Half-Max Methods for Airway Lumen-Area and Wall-Thickness and Their Repeat CT Scan Reproducibility. ISBI Syed Ahmed Nadeem, Eric A. Hoffman, Alejandro P. Comellas, Punam K. Saha
2020	—	`conf`	Registration-Invariant Biomechanical Features for Disease Staging of COPD in SPIROMICS. TIA@MICCAI Muhammad F. A. Chaudhary, Yue Pan, Di Wang, Sandeep Bodduluri, Surya P. Bhatt, Alejandro P. Comellas, Eric A. Hoffman, Gary E. Christensen, Joseph M. Reinhardt