| Deep learning based high-resolution reconstruction of trabecular bone microstructures from low-resolution CT scans using GAN-CIRCLE I Guha, SA Nadeem, C You, X Zhang, SM Levy, G Wang, JC Torner, ... Proceedings of SPIE--the International Society for Optical Engineering 11317, 2020 | 44 | 2020 |
| A CT-based automated algorithm for airway segmentation using freeze-and-grow propagation and deep learning SA Nadeem, EA Hoffman, JC Sieren, AP Comellas, SP Bhatt, ... IEEE transactions on medical imaging 40 (1), 405-418, 2020 | 39 | 2020 |
| A fully automated CT-based airway segmentation algorithm using deep learning and topological leakage detection and branch augmentation approaches SA Nadeem, EA Hoffman, PK Saha Medical Imaging 2019: Image Processing 10949, 83-94, 2019 | 12 | 2019 |
| Topological leakage detection and freeze-and-grow propagation for improved CT-based airway segmentation SA Nadeem, EA Hoffman, JP Sieren, PK Saha Medical Imaging 2018: Image Processing 10574, 323-333, 2018 | 11 | 2018 |
| Unsupervised GAN-CIRCLE for high-resolution reconstruction of bone microstructure from low-resolution CT scans I Guha, SA Nadeem, X Zhang, SM Levy, JC Torner, PK Saha Medical Imaging 2021: Biomedical Applications in Molecular, Structural, and …, 2021 | 8 | 2021 |
| An iterative method for airway segmentation using multiscale leakage detection SA Nadeem, D Jin, EA Hoffman, PK Saha Medical Imaging 2017: Image Processing 10133, 53-64, 2017 | 8 | 2017 |
| An automated airway segmentation algorithm for CT images using topological leakage detection and volume freezing SA Nadeem, EA Hoffman, PK Saha 2018 24th International Conference on Pattern Recognition (ICPR), 1181-1186, 2018 | 6 | 2018 |
| CT-based segmentation of pectoral muscle using deep learning and association of computed metrics with aging and sex IN Dutta, SA Nadeem, AP Comellas, EA Hoffman, PK Saha Medical Imaging 2022: Biomedical Applications in Molecular, Structural, and …, 2022 | 4 | 2022 |
| A survey on artificial intelligence in pulmonary imaging PK Saha, SA Nadeem, AP Comellas Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 13 (6 …, 2023 | 3 | 2023 |
| Anatomical labeling of human airway branches using a novel two-step machine learning and hierarchical features SA Nadeem, EA Hoffman, AP Comellas, PK Saha Medical Imaging 2020: Image Processing 11313, 234-240, 2020 | 3 | 2020 |
| Path-gradient–a theory of computing full intensity-transition between two points SA Nadeem, EA Hoffman, PK Saha Progress in Pattern Recognition, Image Analysis, Computer Vision, and …, 2018 | 3 | 2018 |
| A novel iterative method for airway tree segmentation from CT imaging using multiscale leakage detection SA Nadeem, D Jin, EA Hoffman, PK Saha Computer Vision–ACCV 2016 Workshops: ACCV 2016 International Workshops …, 2017 | 3 | 2017 |
| Airway detection in COPD at low-dose CT using deep learning and multiparametric freeze and grow SA Nadeem, AP Comellas, EA Hoffman, PK Saha Radiology: Cardiothoracic Imaging 4 (6), e210311, 2022 | 2 | 2022 |
| CT-based segmentation of thoracic vertebrae using deep learning and computation of the kyphotic angle SA Nadeem, AP Comellas, I Guha, EA Regan, EA Hoffman, PK Saha Medical Imaging 2022: Biomedical Applications in Molecular, Structural, and …, 2022 | 2 | 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) SA Nadeem, AP Comellas, EA Hoffman, PK Saha Medical Imaging 2023: Biomedical Applications in Molecular, Structural, and …, 2023 | 1 | 2023 |
| Continuum finite element analysis generalizes in vivo trabecular bone microstructural strength measures between two CT scanners with different image resolution I Guha, X Zhang, SA Nadeem, SM Levy, PK Saha Biomedical physics & engineering express 9 (2), 025012, 2023 | 1 | 2023 |
| Deep learning and CT-based automated measure of pectoral muscle area and its association with aging and COPD severity IN Dutta, SA Nadeem, EA Hoffman, AP Comellas, PK Saha B108. ORIGINS AND OUTCOMES OF COPD, A3644-A3644, 2022 | 1 | 2022 |
| Generalizability of a deep learning airway segmentation algorithm to a blinded low-dose CT dataset SA Nadeem, AP Comellas, EA Hoffman, PK Saha Medical Imaging 2021: Image Processing 11596, 951-958, 2021 | 1 | 2021 |
| Systems and methods for airway tree segmentation PK Saha, EA Hoffman, SA Nadeem US Patent 10,909,684, 2021 | 1 | 2021 |
| A fully automated CT-based airway segmentation and branch labeling algorithm using deep learning and conventional image processing SA Nadeem The University of Iowa, 2020 | 1 | 2020 |
Punam Kumar SahaProfessor, University of IowaVerified email at uiowa.edu
