Naveena Yanamala

According to our database, Naveena Yanamala authored at least 8 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Dissecting the latent representation of age inside a deep neural network's predictions of diastolic dysfunction using echocardiographic variables.

Ankush D. Jamthikar, Rohan Shah, Márton Tokodi, Partho P. Sengupta, Naveena Yanamala

Biomed. Signal Process. Control., 2024

2021

A vital sign-based prediction algorithm for differentiating COVID-19 versus seasonal influenza in hospitalized patients.

Naveena Yanamala, Nanda H. Krishna, Quincy A. Hathaway, Aditya Radhakrishnan, Srinidhi Sunkara, Heenaben Patel, Peter Farjo, Brijesh Patel, Partho P. Sengupta

npj Digit. Medicine, 2021

Deep neural survival networks for cardiovascular risk prediction: The Multi-Ethnic Study of Atherosclerosis (MESA).

Quincy A. Hathaway, Naveena Yanamala, Matthew J. Budoff, Partho P. Sengupta, Irfan Zeb

Comput. Biol. Medicine, 2021

2018

Classification of Carbonaceous Nanomaterials based on Patterns of Inflammatory Markers in BAL Fluid and Pathological Outcomes in Lungs.

Ishika C. Desai, William Miller, Vamsi K. Kodali, Girija Syamlal, Jenny R. Roberts, Aaron D. Erdely, Naveena Yanamala

Proceedings of the 2018 ACM International Conference on Bioinformatics, 2018

2017

Supervised Machine Learning Approaches Predict and Characterize Nanomaterial Exposures: MWCNT Markers in Lung Lavage Fluid.

Naveena Yanamala, Marlene S. Orandle, Vamsi K. Kodali, Lindsey M. Bishop, Patti C. Zeidler-Erdely, Jenny R. Roberts, Vincent Castranova, Aaron D. Erdely

Proceedings of the 8th ACM International Conference on Bioinformatics, 2017

2016

Machine learning techniques predict and characterize toxicity between different multi-walled carbon nanotubes.

Naveena Yanamala, Lindsey M. Bishop, Vamsi K. Kodali, Patti C. Zeidler-Erdely, Aaron D. Erdely

Proceedings of the 7th ACM International Conference on Bioinformatics, 2016

2010

Analogies between structural and systems biology and systems-of-systems engineering in dynamic environments.

Subhodeep Moitra, Naveena Yanamala, Öznur Tastan, Irtisha Singh, Christopher James Langmead, Judith Klein-Seetharaman

Proceedings of the 5th International Conference on System of Systems Engineering, 2010

2008

Preferential binding of allosteric modulators to active and inactive conformational states of metabotropic glutamate receptors.

Naveena Yanamala, Kalyan C. Tirupula, Judith Klein-Seetharaman

BMC Bioinform., 2008