All Stories

  1. Development and validation of a deep learning framework for Alzheimer’s disease classification

    Article • November 2019, Cold Spring Harbor Laboratory Press

    Dr Vijaya B. Kolachalama

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

    Article • Protein Engineering Design and Selection, August 2019, Oxford University Press (OUP)

    Dr Vijaya B. Kolachalama

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

    Article • Scientific Reports, May 2019, Springer Science + Business Media

    Dr Vijaya B. Kolachalama

  4. Estimation of Size and Contact Angle of Evaporating Sessile Liquid Drops Using Texture Analysis

    Article • Langmuir, February 2019, American Chemical Society (ACS)

    Dr Vijaya B. Kolachalama

  5. Predicting bilateral knee pain from MR imaging using deep neural networks

    Article • November 2018, Cold Spring Harbor Laboratory Press

    Dr Vijaya B. Kolachalama

  6. Machine learning and medical education

    Article • npj Digital Medicine, September 2018, Springer Science + Business Media

    Dr Vijaya B. Kolachalama

  7. Segmentation of Glomeruli Within Trichrome Images Using Deep Learning

    Article • June 2018, Cold Spring Harbor Laboratory Press

    Dr Vijaya B. Kolachalama

  8. Assessment of the Mid-Life Demographic and Lifestyle Risk Factors of Dementia Using Data from the Framingham Heart Study Offspring Cohort

    Article • Journal of Alzheimer s Disease, May 2018, IOS Press

    Dr Vijaya B. Kolachalama

  9. Association of Pathological Fibrosis With Renal Survival Using Deep Neural Networks

    Article • Kidney International Reports, March 2018, Elsevier

    Dr Vijaya B. Kolachalama

  10. Uremic Solute-Aryl Hydrocarbon Receptor-Tissue Factor Axis Associates with Thrombosis after Vascular Injury in Humans

    Article • Journal of the American Society of Nephrology, January 2018, American Society of Nephrology

    Dr Vijaya B. Kolachalama

  11. Targeting STUB1–tissue factor axis normalizes hyperthrombotic uremic phenotype without increasing bleeding risk

    Article • Science Translational Medicine, November 2017, American Association for the Advancement of Science

    Dr Vijaya B. Kolachalama

  12. Racial differences in colorectal cancer survival at a safety net hospital

    Article • Cancer Epidemiology, August 2017, Elsevier

    Dr Vijaya B. Kolachalama

  13. c-Cbl mediates the degradation of tumorigenic nuclear β-catenin contributing to the heterogeneity in Wnt activity in colorectal tumors

    Article • Oncotarget, September 2016, Impact Journals, LLC

    Dr Vijaya B. Kolachalama

  14. Computational Model of Drug-Coated Balloon Delivery in a Patient-Specific Arterial Vessel with Heterogeneous Tissue Composition

    Article • Cardiovascular Engineering and Technology, July 2016, Springer Science + Business Media

    Dr Vijaya B. Kolachalama

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

    Article • PLoS ONE, February 2016, PLOS

    Dr Vijaya B. Kolachalama

  16. Vascular Response to Experimental Stent Malapposition and Under-Expansion

    Article • Annals of Biomedical Engineering, January 2016, Springer Science + Business Media

    Dr Vijaya B. Kolachalama

  17. Degree of bioresorbable vascular scaffold expansion modulates loss of essential function

    Article • Acta Biomaterialia, October 2015, Elsevier

    Dr Vijaya B. Kolachalama

  18. Enhancing physiologic simulations using supervised learning on coarse mesh solutions

    Article • Journal of The Royal Society Interface, February 2015, Royal Society Publishing

    Dr Vijaya B. Kolachalama

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

    Article • PLoS ONE, September 2014, PLOS

    Dr Vijaya B. Kolachalama

  20. Extent of flow recirculation governs expression of atherosclerotic and thrombotic biomarkers in arterial bifurcations

    Article • Cardiovascular Research, May 2014, European Society of Cardiology

    Dr Vijaya B. Kolachalama

  21. Impact of flow pulsatility on arterial drug distribution in stent-based therapy

    Article • Journal of Controlled Release, June 2013, Elsevier

    Dr Vijaya B. Kolachalama

  22. Mechanisms of Tissue Uptake and Retention in Zotarolimus-Coated Balloon Therapy

    Article • Circulation, April 2013, Wolters Kluwer Health

    Dr Vijaya B. Kolachalama

  23. Impact of polymer structure and composition on fully resorbable endovascular scaffold performance

    Article • Acta Biomaterialia, April 2013, Elsevier

    Dr Vijaya B. Kolachalama

  24. Heparanase Regulates Thrombosis in Vascular Injury and Stent-Induced Flow Disturbance

    Article • Journal of the American College of Cardiology, April 2012, Elsevier

    Dr Vijaya B. Kolachalama

  25. Performance and scaling effects in a multilayer microfluidic extracorporeal lung oxygenation device

    Article • Lab on a Chip, January 2012, Royal Society of Chemistry

    Dr Vijaya B. Kolachalama

  26. Assessment of Material By-Product Fate from Bioresorbable Vascular Scaffolds

    Article • Annals of Biomedical Engineering, October 2011, Springer Science + Business Media

    Dr Vijaya B. Kolachalama

  27. Stent Thrombogenicity Early in High-Risk Interventional Settings Is Driven by Stent Design and Deployment and Protected by Polymer-Drug Coatings

    Article • Circulation, March 2011, Wolters Kluwer Health

    Dr Vijaya B. Kolachalama

  28. Lesion complexity determines arterial drug distribution after local drug delivery

    Article • Journal of Controlled Release, March 2010, Elsevier

    Dr Vijaya B. Kolachalama

  29. Luminal Flow Amplifies Stent-Based Drug Deposition in Arterial Bifurcations

    Article • PLoS ONE, December 2009, PLOS

    Dr Vijaya B. Kolachalama

  30. Luminal flow patterns dictate arterial drug deposition in stent-based delivery

    Article • Journal of Controlled Release, January 2009, Elsevier

    Dr Vijaya B. Kolachalama

  31. Predictive Haemodynamics in a One-Dimensional Human Carotid Artery Bifurcation. Part II: Application to Graft Design

    Article • IEEE Transactions on Biomedical Engineering, March 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vijaya B. Kolachalama

  32. Predictive Haemodynamics in a One-Dimensional Human Carotid Artery Bifurcation. Part I: Application to Stent Design

    Article • IEEE Transactions on Biomedical Engineering, May 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vijaya B. Kolachalama

  33. Mining data from hemodynamic simulations via Bayesian emulation

    Article • BioMedical Engineering OnLine, January 2007, Springer Science + Business Media

    Dr Vijaya B. Kolachalama