Vijaya B. Kolachalama

18 papers A* 3Journal 15
YearRankTypeTitle / Venue / Authors
2026 J jnl
Agentic memory-augmented retrieval and evidence grounding for medical question-answering tasks.
Int. J. Medical Informatics
Shuyue Jia, Subhrangshu Bit, Varuna H. Jasodanand, Yi Liu, Vijaya B. Kolachalama
2026 J jnl
FourierMIL: Fourier Filtering-based Multiple Instance Learning for Whole Slide Image Analysis.
Int. J. Comput. Vis.
Yi Zheng, Harsh Sharma, Margrit Betke, Jonathan D. Cherry, Jesse B. Mez, Jennifer E. Beane, Vijaya B. Kolachalama
2026 J jnl
Higher-Order Domain Generalization in Magnetic Resonance-Based Assessment of Alzheimer's Disease.
CoRR
Zobia Batool, Diala Lteif, Vijaya B. Kolachalama, Huseyin Ozkan, Erchan Aptoula
2025 A* conf
Active feature acquisition via explainability-driven ranking.
ICML
Osman Berke Güney, Ketan Suhaas Saichandran, Karim Elzokm, Ziming Zhang, Vijaya B. Kolachalama
2025 A* conf
GPS: A Probabilistic Distributional Similarity with Gumbel Priors for Set-to-Set Matching.
ICLR
Ziming Zhang, Fangzhou Lin, Haotian Liu, Jose Morales, Haichong Zhang, Kazunori D. Yamada, Vijaya B. Kolachalama, Venkatesh Saligrama
2024 J jnl
Adversarial Learning for MRI Reconstruction and Classification of Cognitively Impaired Individuals.
IEEE Access
Xiao Zhou, Akshara Rao Balachandra, Michael F. Romano, Sang Peter Chin, Rhoda Au, Vijaya B. Kolachalama
2024 J jnl
DREAMER: a computational framework to evaluate readiness of datasets for machine learning.
BMC Medical Informatics Decis. Mak.
Meysam Ahangaran, Hanzhi Zhu, Ruihui Li, Lingkai Yin, Joseph Jang, Arnav P. Chaudhry, Lindsay A. Farrer, Rhoda Au, Vijaya B. Kolachalama
2024 J jnl
Graph Attention-Based Fusion of Pathology Images and Gene Expression for Prediction of Cancer Survival.
IEEE Trans. Medical Imaging
Yi Zheng, Regan D. Conrad, Emily J. Green, Eric J. Burks, Margrit Betke, Jennifer E. Beane, Vijaya B. Kolachalama
2023 A* conf
InfoCD: A Contrastive Chamfer Distance Loss for Point Cloud Completion.
NeurIPS
Fangzhou Lin, Yun Yue, Ziming Zhang, Songlin Hou, Kazunori D. Yamada, Vijaya B. Kolachalama, Venkatesh Saligrama
2022 J jnl
A Graph-Transformer for Whole Slide Image Classification.
IEEE Trans. Medical Imaging
Yi Zheng, Rushin H. Gindra, Emily J. Green, Eric J. Burks, Margrit Betke, Jennifer E. Beane, Vijaya B. Kolachalama
2022 J jnl
A graph-transformer for whole slide image classification.
CoRR
Yi Zheng, Rushin H. Gindra, Emily J. Green, Eric J. Burks, Margrit Betke, Jennifer E. Beane, Vijaya B. Kolachalama
2022 J jnl
Machine learning and pre-medical education.
Artif. Intell. Medicine
Vijaya B. Kolachalama
2021 J jnl
Redefining and Validating Digital Biomarkers as Fluid, Dynamic Multi-Dimensional Digital Signal Patterns.
Frontiers Digit. Health
Rhoda Au, Vijaya B. Kolachalama, Ioannis Ch. Paschalidis
2021 J jnl
U-Net-and-a-half: Convolutional network for biomedical image segmentation using multiple expert-driven annotations.
CoRR
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
2019 J jnl
Geometric determinants of local hemodynamics in severe carotid artery stenosis.
Comput. Biol. Medicine
Dara Azar, William M. Torres, Lindsey A. Davis, Taylor Shaw, John F. Eberth, Vijaya B. Kolachalama, Susan M. Lessner, Tarek Shazly
2018 J jnl
Machine learning and medical education.
npj Digit. Medicine
Vijaya B. Kolachalama, Priya S. Garg
2008 J jnl
Predictive Haemodynamics in a One-Dimensional Human Carotid Artery Bifurcation. Part II: Application to Graft Design.
IEEE Trans. Biomed. Eng.
Vijaya B. Kolachalama, Neil W. Bressloff, Prasanth B. Nair, Clifford P. Shearman
2007 J jnl
Predictive Haemodynamics in a One-Dimensional Human Carotid Artery Bifurcation. Part I: Application to Stent Design.
IEEE Trans. Biomed. Eng.
Vijaya B. Kolachalama, Neil W. Bressloff, Prasanth B. Nair, Clifford P. Shearman