3 citations · 5 across the 4 of their papers we have counts for
4 papers
AI Generalisation Gap In Comorbid Sleep Disorder Staging
Saswata Bose, Suvadeep Maiti, Shivam Kumar Sharma +4
Accurate sleep staging is essential for diagnosing OSA and hypopnea in stroke patients. Although PSG is reliable, it is costly, labor-intensive, and manually scored. While deep lea…
Dimension-free comparison estimates for suprema of some canonical processes
Shivam Sharma
We obtain error approximation bounds between expected suprema of canonical processes that are generated by random vectors with independent coordinates and expected suprema of Gauss…
Enhancing Healthcare with EOG: A Novel Approach to Sleep Stage Classification
Suvadeep Maiti, Shivam Kumar Sharma, Raju S. Bapi
We introduce an innovative approach to automated sleep stage classification using EOG signals, addressing the discomfort and impracticality associated with EEG data acquisition. In…
Transparency in Sleep Staging: Deep Learning Method for EEG Sleep Stage Classification with Model Interpretability
Shivam Sharma, Suvadeep Maiti, S. Mythirayee +2
Automated Sleep stage classification using raw single channel EEG is a critical tool for sleep quality assessment and disorder diagnosis. However, modelling the complexity and vari…