Syed Ahmed Nadeem

17 papers B 6C 1Journal 2Unranked 8
YearRankTypeTitle / Venue / Authors
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
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
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
2021 — conf
Unsupervised GAN-CIRCLE for high-resolution reconstruction of bone microstructure from low-resolution CT scans.
Biomedical Applications in Molecular, Structural, and Functional Imaging
Indranil Guha, Syed Ahmed Nadeem, Xiaoliu Zhang, Steven M. Levy, James C. Torner, 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
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
Indranil Guha, Syed Ahmed Nadeem, Chenyu You, Xiaoliu Zhang, Steven M. Levy, Ge Wang, James C. Torner, 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
2019 B conf
A fully automated CT-based airway segmentation algorithm using deep learning and topological leakage detection and branch augmentation approaches.
Image Processing
Syed Ahmed Nadeem, Eric A. Hoffman, Punam K. Saha
2018 B conf
An automated airway segmentation algorithm for CT images using topological leakage detection and volume freezing.
ICPR
Syed Ahmed Nadeem, Eric A. Hoffman, Punam K. Saha
2018 B conf
Topological leakage detection and freeze-and-grow propagation for improved CT-based airway segmentation.
Image Processing
Syed Ahmed Nadeem, Eric A. Hoffman, Jered P. Sieren, Punam K. Saha
2017 B conf
An iterative method for airway segmentation using multiscale leakage detection.
Image Processing
Syed Ahmed Nadeem, Dakai Jin, Eric A. Hoffman, Punam K. Saha
2017 — conf
Novel Theory and Algorithms of Path-Gradient and Their Application to Image Segmentation.
ICAPR
Syed Ahmed Nadeem, Eric A. Hoffman, Punam K. Saha
2017 C conf
Path-Gradient - A Theory of Computing Full Intensity-Transition Between Two Points.
CIARP
Syed Ahmed Nadeem, Eric A. Hoffman, Punam K. Saha
2016 — conf
A Novel Iterative Method for Airway Tree Segmentation from CT Imaging Using Multiscale Leakage Detection.
ACCV Workshops (3)
Syed Ahmed Nadeem, Dakai Jin, Eric A. Hoffman, Punam K. Saha