Bottom-up GGM algorithm for constructing multilayered hierarchical gene regulatory networks that govern biological pathways or processes. - Sapna Kumari; Wenping Deng; Chathura Gunasekara; Vincent Chiang; Huann-Sheng Chen; Hao Ma; Xin Davis; Hairong Wei (BMC Bioinform., 2016)

Fog-Computing Based Healthcare Framework for Predicting Encephalitis Outbreak. - Sapna Kumari; Munish Bhatia; Giovanni Stea (Big Data Res., 2022)

A Novel IoT-Fog-Cloud-based Healthcare System for Monitoring and Preventing Encephalitis. - Munish Bhatia; Sapna Kumari (Cogn. Comput., 2022)

A cognitive framework based on deep neural network for classification of coronavirus disease. - Sapna Kumari; Munish Bhatia (J. Ambient Intell. Humaniz. Comput., 2023)

A cognitive effective framework for analysis, monitoring and identifying variant of coronavirus disease. - Sapna Kumari; Harpreet Kaur; Prabal Gupta (J. Supercomput., 2024)