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Shubham Chamadia, Ph.D.

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Biography
University at Buffalo , BuffaloPhD07/2017Signal processing
Massachusetts General Hospital, BostonPost Doc.Neuroscience

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Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Faculty can login to make corrections and additions.
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  1. Kashkooli K, Polk SL, Hahm EY, Murphy J, Ethridge BR, Gitlin J, Ibala R, Mekonnen J, Pedemonte JC, Sun H, Westover MB, Barbieri R, Akeju O, Chamadia S. Improved tracking of sevoflurane anesthetic states with drug-specific machine learning models. J Neural Eng. 2020 Jun 02. PMID: 32485685.
    Citations:    
  2. Pedemonte JC, Plummer GS, Chamadia S, Locascio JJ, Hahm E, Ethridge B, Gitlin J, Ibala R, Mekonnen J, Colon KM, Westover MB, D'Alessandro DA, Tolis G, Houle T, Shelton KT, Qu J, Akeju O. Electroencephalogram Burst-suppression during Cardiopulmonary Bypass in Elderly Patients Mediates Postoperative Delirium. Anesthesiology. 2020 Apr 24. PMID: 32349072.
    Citations:    
  3. Chamadia S, Pedemonte JC, Hahm EY, Mekonnen J, Ibala R, Gitlin J, Ethridge BR, Qu J, Vazquez R, Rhee J, Liao ET, Brown EN, Akeju O. Delta oscillations phase limit neural activity during sevoflurane anesthesia. Commun Biol. 2019; 2:415. PMID: 31754645.
    Citations:    
  4. Chamadia S, Pedemonte JC, Hahm EY, Mekonnen J, Ibala R, Gitlin J, Ethridge BR, Qu J, Vazquez R, Rhee J, Liao ET, Brown EN, Akeju O. Delta oscillations phase limit neural activity during sevoflurane anesthesia. Commun Biol. 2019 Nov 15; 2(1):415. PMID: 31925268.
    Citations:    
  5. Drug-specific models improve the performance of an EEG-based automated brain-state prediction system. IEEE Engineering in Medicine and Biology Society. 2019.
  6. Instantaneous classification of general-anesthetic brain-states using electrocardiogram-derived autonomic nervous system features. IEEE Engineering in Medicine and Biology Society. 2019.
  7. Polk SL, Kashkooli K, Nagaraj SB, Chamadia S, Murphy JM, Sun H, Westover MB, Barbieri R, Akeju O. Automatic Detection of General Anesthetic-States using ECG-Derived Autonomic Nervous System Features. Conf Proc IEEE Eng Med Biol Soc. 2019 07; 2019:2019-2022. PMID: 31946297.
    Citations:    
  8. Kashkooli K, Polk SL, Chamadia S, Hahm E, Ethridge B, Gitlin J, Ibala R, Mekonnen J, Pedemonte J, Murphy JM, Sun H, Westover MB, Akeju O. Drug-Specific Models Improve the Performance of an EEG-based Automated Brain-State Prediction System. Conf Proc IEEE Eng Med Biol Soc. 2019 07; 2019:5808-5811. PMID: 31947172.
    Citations:    
  9. Sandya Subramanian, Shubham Chamadia, and Sourish Chakravarty. Arousal detection in obstructive sleep apnea using physiology-driven features. Computing in Cardiology. 2018; 45. View Publication.
  10. Panos P. Markopoulos, Sandipan Kundu, Shubham Chamadia, and Dimitris A. Pados. Efficient L1-norm principal component analysis via bit flipping. IEEE Transactions on Signal Processing. 2017; 65(16):4252-4264. View Publication.
  11. Shubham Chamadia and Dimitris A. Pados. Optimal sparse L1-norm principal-component analysis. IEEE International Conference on Acoustics, Speech and Signal Processing. 2017; 2686-2690. View Publication.
  12. Shubham Chamadia and Dimitris A. Pados. Outlier Processing Via L1-Principal Subspaces . Florida Artificial Intelligence Research Society Conference. 2017. View Publication.
  13. Panos P. Markopoulos, Sandipan Kundu, Shubham Chamadia, Nicholas Tsagkarakis, and Dimitris A. Pados. Naik G. Outlier-Resistant Data Processing with L1-Norm Principal Component Analysis. 2017; 121-135. View Publication.
  14. Shubham Chamadia and Dimitris A. Pados. Computational advances in sparse L1-norm principal-component analysis of multi-dimensional data. IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing. 2017. View Publication.
  15. Ying Liu, Shubham Chamadia, and Dimitris A. Pados . Joint-view Kalman-filter recovery of compressed-sensed multiview videos. IEEE International Conference on Acoustics, Speech and Signal Processing. 2016. View Publication.
  16. Panos P. Markopoulos, Sandipan Kundu, Shubham Chamadia, and Dimitris A. Pados . L1-Norm Principal-Component Analysis via Bit Flipping. IEEE International Conference on Machine Learning and Applications. 2016. View Publication.
  17. Sandipan Kundu, Shubham Chamadia, Dimitris A. Pados, and Stella N. Batalama . Fastest-known near ML decoding of golden codes. IEEE International Workshop on Signal Processing Advances in Wireless Communications. 2014. View Publication.
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Funded by the NIH National Center for Advancing Translational Sciences through its Clinical and Translational Science Awards Program, grant number UL1TR002541.