Navdeep Dahiya

According to our database, Navdeep Dahiya authored at least 15 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Integrated 3D anatomical model for myocardial segmentation in cardiac CT imagery.

Navdeep Dahiya

PhD thesis, 2023

2022

Domain Knowledge Driven 3D Dose Prediction Using Moment-Based Loss Function.

Gourav Jhanwar, Navdeep Dahiya, Parmida Ghahremani, Masoud Zarepisheh, Saad Nadeem

CoRR, 2022

CIRDataset: A Large-Scale Dataset for Clinically-Interpretable Lung Nodule Radiomics and Malignancy Prediction.

Wookjin Choi, Navdeep Dahiya, Saad Nadeem

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Shape Prior Based Myocardial Segmentation with Anatomically Motivated Pose Model.

Navdeep Dahiya, Marina Piccinelli, Ernest Garcia, Anthony J. Yezzi

Proceedings of the Image Analysis and Processing. ICIAP 2022 Workshops, 2022

Combining Convolutional Neural Networks and Anatomical Shape-Based Priors for Cardiac Segmentation.

Samuel Bignardi, Anthony J. Yezzi, Navdeep Dahiya, Albert Comelli, Alessandro Stefano, Marina Piccinelli, Ernest Garcia

Proceedings of the Image Analysis and Processing. ICIAP 2022 Workshops, 2022

2021

Deep Learning 3D Dose Prediction for Conventional Lung IMRT Using Consistent/Unbiased Automated Plans.

Navdeep Dahiya, Gourav Jhanwar, Anthony J. Yezzi, Masoud Zarepisheh, Saad Nadeem

CoRR, 2021

Intrinsic Integration.

Navdeep Dahiya, Martin Mueller, Anthony J. Yezzi

CoRR, 2021

An Efficiently Coupled Shape and Appearance Prior for Active Contour Segmentation.

Martin Mueller, Navdeep Dahiya, Anthony J. Yezzi

CoRR, 2021

Multitask 3D CBCT-to-CT Translation and Organs-at-Risk Segmentation Using Physics-Based Data Augmentation.

Navdeep Dahiya, Sadegh R. Alam, Pengpeng Zhang, Si-Yuan Zhang, Anthony J. Yezzi, Saad Nadeem

CoRR, 2021

2020

Lung Segmentation on High-Resolution Computerized Tomography Images Using Deep Learning: A Preliminary Step for Radiomics Studies.

Albert Comelli, Claudia Coronnello, Navdeep Dahiya, Viviana Benfante, Stefano Palmucci, Antonio Basile, Carlo Vancheri, Giorgio Russo, Anthony J. Yezzi, Alessandro Stefano

J. Imaging, 2020

Directionally Paired Principal Component Analysis for Bivariate Estimation Problems.

Yifei Fan, Navdeep Dahiya, Samuel Bignardi, Romeil Sandhu, Anthony J. Yezzi

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Dependently Coupled Principal Component Analysis for Bivariate Inversion Problems.

Navdeep Dahiya, Yifei Fan, Samuel Bignardi, Romeil Sandhu, Anthony J. Yezzi

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019

CATARACTS: Challenge on automatic tool annotation for cataRACT surgery.

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

Medical Image Anal., 2019

Integrated 3D anatomical model for automatic myocardial segmentation in cardiac CT imagery.

Navdeep Dahiya, Anthony J. Yezzi, M. Piccinelli, Ernest Garcia

Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2019

2018

Shape Adaptive Accelerated Paramter Optimization.

Anthony J. Yezzi, Navdeep Dahiya

Proceedings of the 2018 IEEE Southwest Symposium on Image Analysis and Interpretation, 2018