Naveena Yanamala

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 6

Top Topics

Machine Learning Approaches

Left Ventricular

Top Venues

Biomed. Signal Process. Control.

Comput. Biol. Medicine

npj Digit. Medicine

Publications

Ankush D. Jamthikar, Rohan Shah, Márton Tokodi, Partho P. Sengupta, Naveena Yanamala
Dissecting the latent representation of age inside a deep neural network's predictions of diastolic dysfunction using echocardiographic variables. Biomed. Signal Process. Control. 92 (2024)
Naveena Yanamala, Nanda H. Krishna, Quincy A. Hathaway, Aditya Radhakrishnan, Srinidhi Sunkara, Heenaben Patel, Peter Farjo, Brijesh Patel, Partho P. Sengupta
A vital sign-based prediction algorithm for differentiating COVID-19 versus seasonal influenza in hospitalized patients. npj Digit. Medicine 4 (2021)
Quincy A. Hathaway, Naveena Yanamala, Matthew J. Budoff, Partho P. Sengupta, Irfan Zeb
Deep neural survival networks for cardiovascular risk prediction: The Multi-Ethnic Study of Atherosclerosis (MESA). Comput. Biol. Medicine 139 (2021)
Ishika C. Desai, William Miller, Vamsi K. Kodali, Girija Syamlal, Jenny R. Roberts, Aaron D. Erdely, Naveena Yanamala
Classification of Carbonaceous Nanomaterials based on Patterns of Inflammatory Markers in BAL Fluid and Pathological Outcomes in Lungs. BCB (2018)
Naveena Yanamala, Marlene S. Orandle, Vamsi K. Kodali, Lindsey M. Bishop, Patti C. Zeidler-Erdely, Jenny R. Roberts, Vincent Castranova, Aaron D. Erdely
Supervised Machine Learning Approaches Predict and Characterize Nanomaterial Exposures: MWCNT Markers in Lung Lavage Fluid. BCB (2017)
Naveena Yanamala, Lindsey M. Bishop, Vamsi K. Kodali, Patti C. Zeidler-Erdely, Aaron D. Erdely
Machine learning techniques predict and characterize toxicity between different multi-walled carbon nanotubes. BCB (2016)
Subhodeep Moitra, Naveena Yanamala, Oznur Tastan, Irtisha Singh, Christopher James Langmead, Judith Klein-Seetharaman
Analogies between structural and systems biology and systems-of-systems engineering in dynamic environments. SoSE (2010)
Naveena Yanamala, Kalyan C. Tirupula, Judith Klein-Seetharaman
Preferential binding of allosteric modulators to active and inactive conformational states of metabotropic glutamate receptors. BMC Bioinform. 9 (S-1) (2008)