Syed Ahmed Nadeem

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 17

Top Topics

Pectoral Muscle

Segmentation Algorithm

Top Venues

Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging

Medical Imaging: Image Processing

Publications

Syed Ahmed Nadeem, Alejandro P. Comellas, Eric A. Hoffman, Punam K. Saha
Automated detection of ribs in chest CT scans and assessment of changes in their morphology between Total Lung Capacity (TLC) and Residual Volume (RV). Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2023)
Punam K. Saha, Syed Ahmed Nadeem, Alejandro P. Comellas
A survey on artificial intelligence in pulmonary imaging. WIREs Data. Mining. Knowl. Discov. 13 (6) (2023)
Indra Narayan Dutta, Syed Ahmed Nadeem, Alejandro P. Comellas, Eric A. Hoffman, Punam K. Saha
CT-based segmentation of pectoral muscle using deep learning and association of computed metrics with aging and sex. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2022)
Syed Ahmed Nadeem, Alejandro P. Comellas, Indranil Guha, Elizabeth A. Regan, Eric A. Hoffman, Punam K. Saha
CT-based segmentation of thoracic vertebrae using deep learning and computation of the kyphotic angle. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2022)
Indranil Guha, Syed Ahmed Nadeem, Xiaoliu Zhang, Steven M. Levy, James C. Torner, Punam K. Saha
Unsupervised GAN-CIRCLE for high-resolution reconstruction of bone microstructure from low-resolution CT scans. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2021)
Syed Ahmed Nadeem, Alejandro P. Comellas, Eric A. Hoffman, Punam K. Saha
Generalizability of a deep learning airway segmentation algorithm to a blinded low-dose CT dataset. Medical Imaging: Image Processing (2021)
Syed Ahmed Nadeem, Eric A. Hoffman, Jessica C. Sieren, Alejandro P. Comellas, Surya P. Bhatt, Igor Z. Barjaktarevic, Fereidoun Abtin, Punam K. Saha
A CT-Based Automated Algorithm for Airway Segmentation Using Freeze-and-Grow Propagation and Deep Learning. IEEE Trans. Medical Imaging 40 (1) (2021)
Syed Ahmed Nadeem, Eric A. Hoffman, Alejandro P. Comellas, Punam K. Saha
Locally Adaptive Half-Max Methods for Airway Lumen-Area and Wall-Thickness and Their Repeat CT Scan Reproducibility. ISBI (2020)
Indranil Guha, Syed Ahmed Nadeem, Chenyu You, Xiaoliu Zhang, Steven M. Levy, Ge Wang, James C. Torner, Punam K. Saha
Deep learning based high-resolution reconstruction of trabecular bone microstructures from low-resolution CT scans using GAN-CIRCLE. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2020)
Syed Ahmed Nadeem, Eric A. Hoffman, Alejandro P. Comellas, Punam K. Saha
Anatomical labeling of human airway branches using a novel two-step machine learning and hierarchical features. Medical Imaging: Image Processing (2020)
Syed Ahmed Nadeem, Eric A. Hoffman, Punam K. Saha
A fully automated CT-based airway segmentation algorithm using deep learning and topological leakage detection and branch augmentation approaches. Medical Imaging: Image Processing (2019)
Syed Ahmed Nadeem, Eric A. Hoffman, Punam K. Saha
An automated airway segmentation algorithm for CT images using topological leakage detection and volume freezing. ICPR (2018)
Syed Ahmed Nadeem, Eric A. Hoffman, Jered P. Sieren, Punam K. Saha
Topological leakage detection and freeze-and-grow propagation for improved CT-based airway segmentation. Medical Imaging: Image Processing (2018)
Syed Ahmed Nadeem, Eric A. Hoffman, Punam K. Saha
Novel Theory and Algorithms of Path-Gradient and Their Application to Image Segmentation. ICAPR (2017)
Syed Ahmed Nadeem, Dakai Jin, Eric A. Hoffman, Punam K. Saha
An iterative method for airway segmentation using multiscale leakage detection. Medical Imaging: Image Processing (2017)
Syed Ahmed Nadeem, Eric A. Hoffman, Punam K. Saha
Path-Gradient - A Theory of Computing Full Intensity-Transition Between Two Points. CIARP (2017)
Syed Ahmed Nadeem, Dakai Jin, Eric A. Hoffman, Punam K. Saha
A Novel Iterative Method for Airway Tree Segmentation from CT Imaging Using Multiscale Leakage Detection. ACCV Workshops (3) (2016)