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Syed 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). Medical Imaging: 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. Medical Imaging: 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. Medical Imaging: 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. Medical Imaging: 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. Medical Imaging: 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. Medical Imaging: 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. Medical Imaging: 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. Medical Imaging: 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. Medical Imaging: 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. Medical Imaging: 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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