Machine learning and pre-medical education

por Kolachalama, Vijaya B.
Publicado 2022

Machine learning and medical education

por Kolachalama, Vijaya B., Garg, Priya S.
Publicado 2018

Redefining and Validating Digital Biomarkers as Fluid, Dynamic Multi-Dimensional Digital Signal Patterns

por Au, Rhoda, Kolachalama, Vijaya B., Paschalidis, Ioannis C.
Publicado 2022

Machine Learning in Clinical Trials: A Primer with Applications to Neurology

por Miller, Matthew I., Shih, Ludy C., Kolachalama, Vijaya B.
Publicado 2023

Mining data from hemodynamic simulations via Bayesian emulation

por Kolachalama, Vijaya B, Bressloff, Neil W, Nair, Prasanth B
Publicado 2007

Luminal Flow Amplifies Stent-Based Drug Deposition in Arterial Bifurcations

por Kolachalama, Vijaya B., Levine, Evan G., Edelman, Elazer R.
Publicado 2009

Machine Learning Applications in Nephrology: A Bibliometric Analysis Comparing Kidney Studies to Other Medicine Subspecialities

por Verma, Ashish, Chitalia, Vipul C., Waikar, Sushrut S., Kolachalama, Vijaya B.
Publicado 2021

Interpretable Machine Learning on Metabolomics Data Reveals Biomarkers for Parkinson’s Disease

por Zhang, J. Diana, Xue, Chonghua, Kolachalama, Vijaya B., Donald, William A.
Publicado 2023

Detection of dementia on voice recordings using deep learning: a Framingham Heart Study

por Xue, Chonghua, Karjadi, Cody, Paschalidis, Ioannis Ch., Au, Rhoda, Kolachalama, Vijaya B.
Publicado 2021

Enhancing physiologic simulations using supervised learning on coarse mesh solutions

por Kolandaivelu, Kumaran, O'Brien, Caroline C., Shazly, Tarek, Edelman, Elazer R., Kolachalama, Vijaya B.
Publicado 2015

Disease-driven domain generalization for neuroimaging-based assessment of Alzheimer’s disease

por Lteif, Diala, Sreerama, Sandeep, Bargal, Sarah A., Plummer, Bryan A., Au, Rhoda, Kolachalama, Vijaya B.
Publicado 2023

Effect of Spinal Cord Compression on Local Vascular Blood Flow and Perfusion Capacity

por Alshareef, Mohammed, Krishna, Vibhor, Ferdous, Jahid, Alshareef, Ahmed, Kindy, Mark, Kolachalama, Vijaya B., Shazly, Tarek
Publicado 2014

Fusion of deep learning models of MRI scans, Mini–Mental State Examination, and logical memory test enhances diagnosis of mild cognitive impairment

por Qiu, Shangran, Chang, Gary H., Panagia, Marcello, Gopal, Deepa M., Au, Rhoda, Kolachalama, Vijaya B.
Publicado 2018

Fusion of Low-Level Descriptors of Digital Voice Recordings for Dementia Assessment

por Karjadi, Cody, Xue, Chonghua, Cordella, Claire, Kiran, Swathi, Paschalidis, Ioannis Ch., Au, Rhoda, Kolachalama, Vijaya B.
Publicado 2023

Intrinsic coating morphology modulates acute drug transfer in drug-coated balloon therapy

por Chang, Gary H., Azar, Dara A., Lyle, Chimera, Chitalia, Vipul C., Shazly, Tarek, Kolachalama, Vijaya B.
Publicado 2019

Quantifying the nativeness of antibody sequences using long short-term memory networks

por Wollacott, Andrew M, Xue, Chonghua, Qin, Qiuyuan, Hua, June, Bohnuud, Tanggis, Viswanathan, Karthik, Kolachalama, Vijaya B
Publicado 2019

Understudied factors in drug‐coated balloon design and evaluation: A biophysical perspective

por Shazly, Tarek, Torres, William M., Secemsky, Eric A., Chitalia, Vipul C., Jaffer, Farouc A., Kolachalama, Vijaya B.
Publicado 2022

Building on Existing Technology to Enhance Remote Assessments of Brain Health

por Bazzano, Lydia, Fernandez, Camilo, Hwang, Philip, DeAnda-Duran, Ileana, Senko, Enejda, Lin, Honghuang, Kolachalama, Vijaya, Au, Rhoda
Publicado 2021

Constraining OCT with Knowledge of Device Design Enables High Accuracy Hemodynamic Assessment of Endovascular Implants

por O’Brien, Caroline C., Kolandaivelu, Kumaran, Brown, Jonathan, Lopes, Augusto C., Kunio, Mie, Kolachalama, Vijaya B., Edelman, Elazer R.
Publicado 2016

A Graph-Transformer for Whole Slide Image Classification

por Zheng, Yi, Gindra, Rushin H., Green, Emily J., Burks, Eric J., Betke, Margrit, Beane, Jennifer E., Kolachalama, Vijaya B.
Publicado 2022