G-CMP: Graph-enhanced Contextual Matrix Profile for unsupervised anomaly detection in sensor-based remote health monitoring. - Nivedita Bijlani; Oscar Mendez Maldonado; Samaneh Kouchaki (BMVC, 2022)

Interpreting Differentiable Latent States for Healthcare Time-series Data. - Yu Chen; Nivedita Bijlani; Samaneh Kouchaki; Payam M. Barnaghi (CoRR, 2023)

Computer vision-inspired contrastive learning for self-supervised anomaly detection in sensor-based remote healthcare monitoring. - Nivedita Bijlani; Maowen Yin; Gustavo Carneiro 001; Payam M. Barnaghi; Samaneh Kouchaki (EMBC, 2024)

Utilizing graph neural networks for adverse health detection and personalized decision making in sensor-based remote monitoring for dementia care. - Nivedita Bijlani; Oscar Mendez Maldonado; Ramin Nilforooshan; Payam M. Barnaghi; Samaneh Kouchaki (Comput. Biol. Medicine, 2024)