most citedMCI Detection using fMRI time series embeddings of Recurrence plots

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cs.LG2024

Classification of Alzheimer's Dementia vs. Healthy subjects by studying structural disparities in fMRI Time-Series of DMN

Sneha Noble, Chakka Sai Pradeep, Neelam Sinha +1

Time series from different regions of interest (ROI) of default mode network (DMN) from Functional Magnetic Resonance Imaging (fMRI) can reveal significant differences between heal…

cs.LG2023

Identifying Stochasticity in Time-Series with Autoencoder-Based Content-aware 2D Representation: Application to Black Hole Data

Chakka Sai Pradeep, Neelam Sinha

In this work, we report an autoencoder-based 2D representation to classify a time-series as stochastic or non-stochastic, to understand the underlying physical process. Content-awa…