Neha Gianchandani

According to our database, Neha Gianchandani authored at least 7 papers between 2023 and 2024.

Collaborative distances:

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

2024

Unsupervised Domain Adaptation of MRI Skull-stripping Trained on Adult Data to Newborns.

Abbas Omidi, Aida Mohammadshahi, Neha Gianchandani, Regan King, Lara Leijser, Roberto Souza

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023

Rapid COVID-19 diagnosis using ensemble deep transfer learning models from chest radiographic images.

Neha Gianchandani, Aayush Jaiswal, Dilbag Singh, Vijay Kumar, Manjit Kaur

J. Ambient Intell. Humaniz. Comput., 2023

Integration of Swin UNETR and statistical shape modeling for a semi-automated segmentation of the knee and biomechanical modeling of articular cartilage.

Reza Kakavand, Mehrdad Palizi, Peyman Tahghighi, Reza Ahmadi, Neha Gianchandani, Samer Adeeb, Roberto Souza, W. Brent Edwards, Amin Komeili

CoRR, 2023

A voxel-level approach to brain age prediction: A method to assess regional brain aging.

Neha Gianchandani, Mahsa Dibaji, Johanna Ospel, Fernando Vega, Mariana P. Bento, M. Ethan MacDonald, Roberto Souza

CoRR, 2023

Reframing the Brain Age Prediction Problem to a More Interpretable and Quantitative Approach.

Neha Gianchandani, Mahsa Dibaji, Mariana P. Bento, M. Ethan MacDonald, Roberto Souza

CoRR, 2023

A Multitask Deep Learning Model for Voxel-Level Brain Age Estimation.

Neha Gianchandani, Johanna Ospel, M. Ethan MacDonald, Roberto Souza

Proceedings of the Machine Learning in Medical Imaging - 14th International Workshop, 2023

Studying the Effects of Sex-Related Differences on Brain Age Prediction Using Brain MR Imaging.

Mahsa Dibaji, Neha Gianchandani, Akhil Nair, Mansi Singhal, Roberto Souza, Mariana P. Bento

Proceedings of the Clinical Image-Based Procedures, Fairness of AI in Medical Imaging, and Ethical and Philosophical Issues in Medical Imaging, 2023