A Novel Iterative Method for Airway Tree Segmentation from CT Imaging Using Multiscale Leakage Detection. - Syed Ahmed Nadeem; Dakai Jin; Eric A. Hoffman; Punam K. Saha (ACCV Workshops (3), 2016)

Path-Gradient - A Theory of Computing Full Intensity-Transition Between Two Points. - Syed Ahmed Nadeem; Eric A. Hoffman; Punam K. Saha (CIARP, 2017)

Novel Theory and Algorithms of Path-Gradient and Their Application to Image Segmentation. - Syed Ahmed Nadeem; Eric A. Hoffman; Punam K. Saha (ICAPR, 2017)

An iterative method for airway segmentation using multiscale leakage detection. - Syed Ahmed Nadeem; Dakai Jin; Eric A. Hoffman; Punam K. Saha (Image Processing, 2017)

An automated airway segmentation algorithm for CT images using topological leakage detection and volume freezing. - Syed Ahmed Nadeem; Eric A. Hoffman; Punam K. Saha (ICPR, 2018)

Topological leakage detection and freeze-and-grow propagation for improved CT-based airway segmentation. - Syed Ahmed Nadeem; Eric A. Hoffman; Jered P. Sieren; Punam K. Saha (Image Processing, 2018)

A fully automated CT-based airway segmentation algorithm using deep learning and topological leakage detection and branch augmentation approaches. - Syed Ahmed Nadeem; Eric A. Hoffman; Punam K. Saha (Image Processing, 2019)

Locally Adaptive Half-Max Methods for Airway Lumen-Area and Wall-Thickness and Their Repeat CT Scan Reproducibility. - Syed Ahmed Nadeem; Eric A. Hoffman; Alejandro P. Comellas; Punam K. Saha (ISBI, 2020)

Deep learning based high-resolution reconstruction of trabecular bone microstructures from low-resolution CT scans using GAN-CIRCLE. - Indranil Guha; Syed Ahmed Nadeem; Chenyu You; Xiaoliu Zhang; Steven M. Levy; Ge Wang 001; James C. Torner; Punam K. Saha (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2020)

Anatomical labeling of human airway branches using a novel two-step machine learning and hierarchical features. - Syed Ahmed Nadeem; Eric A. Hoffman; Alejandro P. Comellas; Punam K. Saha (Image Processing, 2020)

Unsupervised GAN-CIRCLE for high-resolution reconstruction of bone microstructure from low-resolution CT scans. - Indranil Guha; Syed Ahmed Nadeem; Xiaoliu Zhang; Steven M. Levy; James C. Torner; Punam K. Saha (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2021)

Generalizability of a deep learning airway segmentation algorithm to a blinded low-dose CT dataset. - Syed Ahmed Nadeem; Alejandro P. Comellas; Eric A. Hoffman; Punam K. Saha (Image Processing, 2021)

A CT-Based Automated Algorithm for Airway Segmentation Using Freeze-and-Grow Propagation and Deep Learning. - Syed Ahmed Nadeem; Eric A. Hoffman; Jessica C. Sieren; Alejandro P. Comellas; Surya P. Bhatt; Igor Z. Barjaktarevic; Fereidoun Abtin; Punam K. Saha (IEEE Trans. Medical Imaging, 2021)

CT-based segmentation of pectoral muscle using deep learning and association of computed metrics with aging and sex. - Indra Narayan Dutta; Syed Ahmed Nadeem; Alejandro P. Comellas; Eric A. Hoffman; Punam K. Saha (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2022)

CT-based segmentation of thoracic vertebrae using deep learning and computation of the kyphotic angle. - Syed Ahmed Nadeem; Alejandro P. Comellas; Indranil Guha; Elizabeth A. Regan; Eric A. Hoffman; Punam K. Saha (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2022)

Automated detection of ribs in chest CT scans and assessment of changes in their morphology between Total Lung Capacity (TLC) and Residual Volume (RV). - Syed Ahmed Nadeem; Alejandro P. Comellas; Eric A. Hoffman; Punam K. Saha (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2023)

A survey on artificial intelligence in pulmonary imaging. - Punam K. Saha; Syed Ahmed Nadeem; Alejandro P. Comellas (WIREs Data. Mining. Knowl. Discov., 2023)