Bijoy Laxmi Koley

An ensemble system for automatic sleep stage classification using single channel EEG signal

Bijoy Laxmi Koley, Debangshu Dey · Computers in Biology and Medicine · 2012 · 290 citations

Sleep, Engineering, Data Science +11

Real-Time Adaptive Apnea and Hypopnea Event Detection Methodology for Portable Sleep Apnea Monitoring Devices

Bijoy Laxmi Koley, Debangshu Dey · IEEE Transactions on Biomedical Engineering · 2013 · 70 citations

Real-time Monitoring, Engineering, Biometrics +18

Automatic detection of sleep apnea and hypopnea events from single channel measurement of respiration signal employing ensemble binary SVM classifiers

Bijoy Laxmi Koley, Debangshu Dey · Measurement · 2013 · 53 citations

Sleep, Respiration Signal, Engineering +13

On-Line Detection of Apnea/Hypopnea Events Using SpO$_{\bf 2}$ Signal: A Rule-Based Approach Employing Binary Classifier Models

Bijoy Laxmi Koley, Debangshu Dey · IEEE Journal of Biomedical and Health Informatics · 2013 · 41 citations

Adaptive classification system for real-time detection of apnea and hypopnea events

Bijoy Laxmi Koley, Debangshu Dey · 2013 · 12 citations

Real-time Monitoring, Engineering, Biometrics +20