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ORCIDVijaya B. Kolachalama
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Journal Articles
- 2024
[j10]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: 83169-83182 (2024)- [j9]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): 152 (2024) - [j8]Yi Zheng, Regan D. Conrad, Emily J. Green, Eric J. Burks, Margrit Betke, Jennifer E. Beane, Vijaya B. Kolachalama:
Graph Attention-Based Fusion of Pathology Images and Gene Expression for Prediction of Cancer Survival. IEEE Trans. Medical Imaging 43(9): 3085-3097 (2024) - 2022
- [j7]Vijaya B. Kolachalama:
Machine learning and pre-medical education. Artif. Intell. Medicine 129: 102313 (2022) - [j6]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): 3003-3015 (2022) - 2021
- [j5]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: 751629 (2021) - 2019
- [j4]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) - 2018
- [j3]Vijaya B. Kolachalama, Priya S. Garg:
Machine learning and medical education. npj Digit. Medicine 1 (2018) - 2008
- [j2]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): 1176-1184 (2008) - 2007
- [j1]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): 802-812 (2007)
Informal and Other Publications
- 2022
- [i2]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 abs/2205.09671 (2022) - 2021
- [i1]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 abs/2108.04658 (2021)
Coauthor Index
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