Davneet S. Minhas

According to our database, Davneet S. Minhas authored at least 7 papers between 2020 and 2024.

Collaborative distances:

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

2024

ESPA: An Unsupervised Harmonization Framework via Enhanced Structure Preserving Augmentation.

Mahbaneh Eshaghzadeh Torbati, Davneet S. Minhas, Ahmad P. Tafti, Charles DeCarli, Dana L. Tudorascu, Seong Jae Hwang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

2023

MISPEL: A supervised deep learning harmonization method for multi-scanner neuroimaging data.

Mahbaneh Eshaghzadeh Torbati, Davneet S. Minhas, Charles M. Laymon, Pauline Maillard, James D. Wilson, Chang-Le Chen, Ciprian M. Crainiceanu, Charles DeCarli, Seong Jae Hwang, Dana L. Tudorascu

Medical Image Anal., October, 2023

2021

A multi-scanner neuroimaging data harmonization using RAVEL and ComBat.

Mahbaneh Eshaghzadeh Torbati, Davneet S. Minhas, Ghasan Ahmad, Erin O'Connor, John Muschelli, Charles M. Laymon, Zixi Yang, Ann D. Cohen, Howard J. Aizenstein, William E. Klunk, Bradley T. Christian, Seong Jae Hwang, Ciprian M. Crainiceanu, Dana L. Tudorascu

NeuroImage, 2021

Robust White Matter Hyperintensity Segmentation On Unseen Domain.

Xingchen Zhao, Anthony Sicilia, Davneet S. Minhas, Erin O'Connor, Howard J. Aizenstein, William E. Klunk, Dana L. Tudorascu, Seong Jae Hwang

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Multi-Domain Learning By Meta-Learning: Taking Optimal Steps In Multi-Domain Loss Landscapes By Inner-Loop Learning.

Anthony Sicilia, Xingchen Zhao, Davneet S. Minhas, Erin O'Connor, Howard J. Aizenstein, William E. Klunk, Dana L. Tudorascu, Seong Jae Hwang

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Multi-scanner Harmonization of Paired Neuroimaging Data via Structure Preserving Embedding Learning.

Mahbaneh Eshaghzadeh Torbati, Dana L. Tudorascu, Davneet S. Minhas, Pauline Maillard, Charles DeCarli, Seong Jae Hwang

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

2020

Statistical Methods for Processing Neuroimaging Data from Two Different Sites with a Down Syndrome Population Application.

Davneet S. Minhas, Zixi Yang, John Muschelli, Charles M. Laymon, Joseph M. Mettenburg, Matthew D. Zammit, Sterling C. Johnson, Chester A. Mathis, Ann D. Cohen, Benjamin L. Handen, William E. Klunk, Ciprian M. Crainiceanu, Bradley T. Christian, Dana L. Tudorascu

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2020