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Navdeep Dahiya
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2020 – today
- 2023
- [b1]Navdeep Dahiya:
Integrated 3D anatomical model for myocardial segmentation in cardiac CT imagery. Georgia Institute of Technology, Atlanta, GA, USA, 2023 - 2022
- [c6]Navdeep Dahiya, Marina Piccinelli, Ernest Garcia, Anthony J. Yezzi:
Shape Prior Based Myocardial Segmentation with Anatomically Motivated Pose Model. ICIAP Workshops (1) 2022: 338-350 - [c5]Samuel Bignardi, Anthony J. Yezzi, Navdeep Dahiya, Albert Comelli, Alessandro Stefano, Marina Piccinelli, Ernest Garcia:
Combining Convolutional Neural Networks and Anatomical Shape-Based Priors for Cardiac Segmentation. ICIAP Workshops (1) 2022: 419-430 - [c4]Wookjin Choi, Navdeep Dahiya, Saad Nadeem:
CIRDataset: A Large-Scale Dataset for Clinically-Interpretable Lung Nodule Radiomics and Malignancy Prediction. MICCAI (5) 2022: 13-22 - [i6]Wookjin Choi, Navdeep Dahiya, Saad Nadeem:
CIRDataset: A large-scale Dataset for Clinically-Interpretable lung nodule Radiomics and malignancy prediction. CoRR abs/2206.14903 (2022) - [i5]Gourav Jhanwar, Navdeep Dahiya, Parmida Ghahremani, Masoud Zarepisheh, Saad Nadeem:
Domain Knowledge Driven 3D Dose Prediction Using Moment-Based Loss Function. CoRR abs/2207.03414 (2022) - 2021
- [i4]Navdeep Dahiya, Sadegh R. Alam, Pengpeng Zhang, Si-Yuan Zhang, Anthony J. Yezzi, Saad Nadeem:
Multitask 3D CBCT-to-CT Translation and Organs-at-Risk Segmentation Using Physics-Based Data Augmentation. CoRR abs/2103.05690 (2021) - [i3]Martin Mueller, Navdeep Dahiya, Anthony J. Yezzi:
An Efficiently Coupled Shape and Appearance Prior for Active Contour Segmentation. CoRR abs/2103.14887 (2021) - [i2]Navdeep Dahiya, Martin Mueller, Anthony J. Yezzi:
Intrinsic Integration. CoRR abs/2103.14926 (2021) - [i1]Navdeep Dahiya, Gourav Jhanwar, Anthony J. Yezzi, Masoud Zarepisheh, Saad Nadeem:
Deep Learning 3D Dose Prediction for Conventional Lung IMRT Using Consistent/Unbiased Automated Plans. CoRR abs/2106.03705 (2021) - 2020
- [j3]Albert Comelli, Claudia Coronnello, Navdeep Dahiya, Viviana Benfante, Stefano Palmucci, Antonio Basile, Carlo Vancheri, Giorgio Russo, Anthony J. Yezzi, Alessandro Stefano:
Lung Segmentation on High-Resolution Computerized Tomography Images Using Deep Learning: A Preliminary Step for Radiomics Studies. J. Imaging 6(11): 125 (2020) - [c3]Yifei Fan, Navdeep Dahiya, Samuel Bignardi, Romeil Sandhu, Anthony J. Yezzi:
Directionally Paired Principal Component Analysis for Bivariate Estimation Problems. ICPR 2020: 10180-10187 - [c2]Navdeep Dahiya, Yifei Fan, Samuel Bignardi, Romeil Sandhu, Anthony J. Yezzi:
Dependently Coupled Principal Component Analysis for Bivariate Inversion Problems. ICPR 2020: 10592-10599
2010 – 2019
- 2019
- [j2]Navdeep Dahiya, Anthony J. Yezzi, M. Piccinelli, Ernest Garcia:
Integrated 3D anatomical model for automatic myocardial segmentation in cardiac CT imagery. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 7(5-6): 690-706 (2019) - [j1]Hassan Al Hajj, Mathieu Lamard, Pierre-Henri Conze, Soumali Roychowdhury, Xiaowei Hu, Gabija Marsalkaite, Odysseas Zisimopoulos, Muneer Ahmad Dedmari, Fenqiang Zhao, Jonas Prellberg, Manish Sahu, Adrian Galdran, Teresa Araújo, Duc My Vo, Chandan Panda, Navdeep Dahiya, Satoshi Kondo, Zhengbing Bian, Gwenolé Quellec:
CATARACTS: Challenge on automatic tool annotation for cataRACT surgery. Medical Image Anal. 52: 24-41 (2019) - 2018
- [c1]Anthony J. Yezzi, Navdeep Dahiya:
Shape Adaptive Accelerated Paramter Optimization. SSIAI 2018: 1-4
Coauthor Index
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