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ORCIDSyed Ahmed Nadeem
Person information
- affiliation: University of Iowa, USA
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2020 – today
- 2023
[j2]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)- [c15]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). Biomedical Applications in Molecular, Structural, and Functional Imaging 2023 - 2022
- [c14]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. Biomedical Applications in Molecular, Structural, and Functional Imaging 2022 - [c13]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. Biomedical Applications in Molecular, Structural, and Functional Imaging 2022 - 2021
- [j1]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): 405-418 (2021) - [c12]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. Biomedical Applications in Molecular, Structural, and Functional Imaging 2021 - [c11]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. Image Processing 2021 - 2020
- [c10]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: 1883-1886 - [c9]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. Biomedical Applications in Molecular, Structural, and Functional Imaging 2020: 113170U - [c8]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. Image Processing 2020: 1131312
2010 – 2019
- 2019
- [c7]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. Image Processing 2019: 109490C - 2018
- [c6]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: 1181-1186 - [c5]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. Image Processing 2018: 105741A - 2017
- [c4]Syed Ahmed Nadeem, Eric A. Hoffman, Punam K. Saha:
Path-Gradient - A Theory of Computing Full Intensity-Transition Between Two Points. CIARP 2017: 399-407 - [c3]Syed Ahmed Nadeem, Eric A. Hoffman, Punam K. Saha:
Novel Theory and Algorithms of Path-Gradient and Their Application to Image Segmentation. ICAPR 2017: 1-6 - [c2]Syed Ahmed Nadeem, Dakai Jin, Eric A. Hoffman, Punam K. Saha:
An iterative method for airway segmentation using multiscale leakage detection. Image Processing 2017: 1013308 - 2016
- [c1]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: 46-60
Coauthor Index
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