Ritika Jain

Employment

• Indian Institute of Technology Madras Assistant Professor
  2023 - Present
• Indian Institute of Science Bangalore PhD student
  2018 - 2023
• IIT Guwahati Assistant Professor

Education

Education history is unavailable.

Projects & Funding

Projects & funding information is unavailable.

Publications (15)

• Effective Diagnosis of Various Sleep Disorders by LEE Classifier: LightGBM-EOG-EEG
  IEEE Journal of Biomedical and Health Informatics 2025 9 citations DOI: 10.1109/JBHI.2024.3524079
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• Modality-Specific Feature Selection, Data Augmentation and Temporal Context for Improved Performance in Sleep Staging
  IEEE Journal of Biomedical and Health Informatics 2024 17 citations DOI: 10.1109/JBHI.2023.3339713
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• Efficient Deep Learning Model for Classification of Patients with Sleep Disorders from Healthy Individuals
  2023 IEEE 20th India Council International Conference (INDICON) 2023 8 citations DOI: 10.1109/indicon59947.2023.10440817
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• Effective Diagnosis of Multiple Sleep Disorders by LEE Classifier: LightGBM-EOG-EEG
  SSRN 2023 1 citation DOI: 10.2139/ssrn.4586323
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• Assessment of submentalis muscle activity for sleep-wake classification of healthy individuals and patients with sleep disorders
  Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2022 1 citation DOI: 10.1109/EMBC48229.2022.9871693
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• Classifying sleep-wake states of patients by training on single EEG or EOG channel data from normal subjects
  2022 IEEE Region 10 Symposium, TENSYMP 2022 2022 0 citations DOI: 10.1109/TENSYMP54529.2022.9864541
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• Poincaré plot analysis for sleep-wake classification of unseen patients using a single EEG channel
  2022 IEEE International Symposium on Medical Measurements and Applications, MeMeA 2022 - Conference Proceedings 2022 3 citations DOI: 10.1109/MeMeA54994.2022.9856563
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• Single EOG channel performs well in distinguishing sleep from wake state for both healthy individuals and patients
  Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2022 2 citations DOI: 10.1109/EMBC48229.2022.9871161
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• An Efficient Sleep Scoring Method using Visibility Graph and Temporal Features of Single-Channel EEG
  2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) 2021 14 citations DOI: 10.1109/embc46164.2021.9630863
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• Reliable sleep staging of unseen subjects with fusion of multiple EEG features and RUSBoost
  Biomedical Signal Processing and Control 2021 36 citations DOI: 10.1016/j.bspc.2021.103061
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