Namasivayam Ambalavanan

According to our database, Namasivayam Ambalavanan authored at least 7 papers between 2017 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Iterative Data Distillation and Augmentation for Enhancing Deep Learning Performance With Limited Image Training Data.

Avinash Singh, Namasivayam Ambalavanan, Nikolay Metodiev Sirakov, Arie Nakhmani

IET Image Process., 2025

2023

Information based similarity analysis of oxygen saturation recordings to detect Pulmonary hypertension in preterm infants.

Pravitha Ramanand, Premananda Indic, Samuel J. Gentle, Namasivayam Ambalavanan

Biomed. Signal Process. Control., September, 2023

Comparison metrics for multi-step prediction of rare events in vital sign signals.

Pravinkumar G. Kandhare, Namasivayam Ambalavanan, Colm P. Travers, Waldemar A. Carlo, Nikolay Metodiev Sirakov, Arie Nakhmani

Biomed. Signal Process. Control., 2023

Interdependence in the Cardiorespiratory Network of Preterm Infants with Pulmonary Hypertension Using Mutual Information Analysis.

Pravitha Ramanand, Premananda Indic, Samuel J. Gentle, Namasivayam Ambalavanan

Proceedings of the Computing in Cardiology, 2023

2022

Stochastic Modeling of Inter-Hypoxemia Intervals in Preterm Infants.

Ratri Mukherjee, Premananda Indic, Colm P. Travers, Namasivayam Ambalavanan, Pravitha Ramanand

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2018

iDREM: Interactive visualization of dynamic regulatory networks.

Jun Ding, James S. Hagood, Namasivayam Ambalavanan, Naftali Kaminski, Ziv Bar-Joseph

PLoS Comput. Biol., 2018

2017

An Algorithm for Risk Stratification of Preterm Infants.

Venkata Naga Sai Apurupa Amperayani, Premananda Indic, Colm P. Travers, Riccardo Barbieri, David Paydarfar, Namasivayam Ambalavanan

Proceedings of the Computing in Cardiology, 2017