Ranked 5th in university merit list in Bachelor of Engineering
Chhattisgarh Swami Vivekananda Technical University Durg
Research Interests
My research interests are in the field of biomedical signal processing, applied neuroscience, machine learning and applications of AI in healthcare and rehabilitation. I have a keen interest in brain computer interface, sleep, epilepsy and diagnosis of neurological disorders.
Selected Papers
2022
Poincaré plot analysis for sleep-wake classification of unseen patients using a single EEG channel
Ritika Jain
A G Ramakrishnan
IEEE MeMeA 2022
2022
Assessment of Submentalis muscle activity for sleep-wake classification of healthy individuals and patients with sleep disorders
Ritika Jain
A G Ramakrishnan
IEEE EMBC 2022
2022
Single EOG channel performs well in distinguishing sleep from wake state for both healthy individuals and patients
Ritika Jain
A G Ramakrishnan
IEEE EMBC 2022
2022
Classifying sleep-wake states of patients by training on single EEG or EOG channel data from normal subjects
Ritika Jain
A G Ramakrishnan
IEEE TENSYMP 2022
2021
An efficient sleep scoring method using visibility graph and temporal features of single-channel EEG
Ritika Jain
A G Ramakrishnan
IEEE EMBC 2021
2020
Sleep-Awake Classification Using EEG Band-Power-Ratios and Complexity Measures
Ritika Jain
A G Ramakrishnan
IEEE INDICON 2020
2020
Binary State Prediction of Sleep or Wakefulness Using EEG and EOG Features
Ritika Jain
A G Ramakrishnan
IEEE INDICON 2020
2017
Understanding implication of VR-assisted treadmill walk on gait-related indices
Dhaval Solanki
Ritika Jain
Uttama Lahiri
IEEE ICCCNT 2017
2017
Eye movement as a predictor of cognitive ability
Valay Patel
Ritika Jain
Uttama Lahiri
IEEE ICCCNT 2017
2016
A step towards affordable gaze-sensitive communication platform for disabled: Proof-of-concept study
Ritika Jain
Uttama Lahiri
WCITCA 2016
2020
Electrophysiological and neuroimaging studies during resting state and sensory stimulation in disorders of consciousness: a review
Ritika Jain
A G Ramakrishnan
Frontiers in Neuroscience
2021
Reliable sleep staging of unseen subjects with fusion of multiple EEG features and RUSBoost
Ritika Jain
A G Ramakrishnan
Biomedical Signal Processing and Control
Selected Professional Contributions
Member, IEEE student and IEEE Engineering in Medicine and Biology Society.
Volunteered to organize the International Conference on Signal Processing and Communications (SPCOM 2018) held at IISC Bangalore.
Presented research talk in EECS summer school held at EE department, IISC Bangalore
Participated in research week with Google, held by Google Research India, Bangalore
Reviewer in journals including Elsevier Biomedical Signal Processing, IEEE Journal of Biomedical and Health Informatics, Frontiers in Neuroscience, and PloS one.
