Vijaya B. Kolachalama

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 9

Top Topics

Image Classification

Medical Education

Top Venues

BMC Medical Informatics Decis. Mak.

Artif. Intell. Medicine

Frontiers Digit. Health

Publications

Xiao Zhou, Akshara Rao Balachandra, Michael F. Romano, Sang Peter Chin, Rhoda Au, Vijaya B. Kolachalama
Adversarial Learning for MRI Reconstruction and Classification of Cognitively Impaired Individuals. IEEE Access 12 (2024)
Meysam Ahangaran, Hanzhi Zhu, Ruihui Li, Lingkai Yin, Joseph Jang, Arnav P. Chaudhry, Lindsay A. Farrer, Rhoda Au, Vijaya B. Kolachalama
DREAMER: a computational framework to evaluate readiness of datasets for machine learning. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Vijaya B. Kolachalama
Machine learning and pre-medical education. Artif. Intell. Medicine 129 (2022)
Yi Zheng, Rushin H. Gindra, Emily J. Green, Eric J. Burks, Margrit Betke, Jennifer E. Beane, Vijaya B. Kolachalama
A Graph-Transformer for Whole Slide Image Classification. IEEE Trans. Medical Imaging 41 (11) (2022)
Yi Zheng, Rushin H. Gindra, Emily J. Green, Eric J. Burks, Margrit Betke, Jennifer E. Beane, Vijaya B. Kolachalama
A graph-transformer for whole slide image classification. CoRR (2022)
Rhoda Au, Vijaya B. Kolachalama, Ioannis Ch. Paschalidis
Redefining and Validating Digital Biomarkers as Fluid, Dynamic Multi-Dimensional Digital Signal Patterns. Frontiers Digit. Health 3 (2021)
Yichi Zhang, Jesper Kers, Clarissa A. Cassol, Joris J. Roelofs, Najia Idrees, Alik Farber, Samir Haroon, Kevin P. Daly, Suvranu Ganguli, Vipul C. Chitalia, Vijaya B. Kolachalama
U-Net-and-a-half: Convolutional network for biomedical image segmentation using multiple expert-driven annotations. CoRR (2021)
Dara Azar, William M. Torres, Lindsey A. Davis, Taylor Shaw, John F. Eberth, Vijaya B. Kolachalama, Susan M. Lessner, Tarek Shazly
Geometric determinants of local hemodynamics in severe carotid artery stenosis. Comput. Biol. Medicine 114 (2019)
Vijaya B. Kolachalama, Priya S. Garg
Machine learning and medical education. npj Digit. Medicine 1 (2018)
Vijaya B. Kolachalama, Neil W. Bressloff, Prasanth B. Nair, Clifford P. Shearman
Predictive Haemodynamics in a One-Dimensional Human Carotid Artery Bifurcation. Part II: Application to Graft Design. IEEE Trans. Biomed. Eng. 55 (3) (2008)
Vijaya B. Kolachalama, Neil W. Bressloff, Prasanth B. Nair, Clifford P. Shearman
Predictive Haemodynamics in a One-Dimensional Human Carotid Artery Bifurcation. Part I: Application to Stent Design. IEEE Trans. Biomed. Eng. 54 (5) (2007)