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Shubham Chamadia
Shubham Chamadia
Post doctoral researcher, Massachusetts general hospital
Verified email at mgh.harvard.edu
Title
Cited by
Cited by
Year
Efficient L1-norm principal-component analysis via bit flipping
PP Markopoulos, S Kundu, S Chamadia, DA Pados
IEEE Transactions on Signal Processing 65 (16), 4252-4264, 2017
1272017
Advances in principal component analysis: research and development
GR Naik
Springer, 2017
852017
Electroencephalogram burst-suppression during cardiopulmonary bypass in elderly patients mediates postoperative delirium
JC Pedemonte, GS Plummer, S Chamadia, JJ Locascio, E Hahm, ...
Anesthesiology 133 (2), 280-292, 2020
352020
Delta oscillations phase limit neural activity during sevoflurane anesthesia
S Chamadia, JC Pedemonte, EY Hahm, J Mekonnen, R Ibala, J Gitlin, ...
Communications biology 2 (1), 415, 2019
302019
Dissociative and analgesic properties of ketamine are independent
J Gitlin, S Chamadia, JJ Locascio, BR Ethridge, JC Pedemonte, EY Hahm, ...
Anesthesiology 133 (5), 1021-1028, 2020
182020
L1-norm principal-component analysis via bit flipping
PP Markopoulos, S Kundu, S Chamadia, DA Pados
2016 15th IEEE International Conference on Machine Learning and Applications …, 2016
172016
A pharmacokinetic and pharmacodynamic study of oral dexmedetomidine
S Chamadia, JC Pedemonte, LE Hobbs, H Deng, S Nguyen, LI Cortinez, ...
Anesthesiology 133 (6), 1223-1233, 2020
152020
Outlier-resistant data processing with L1-norm principal component analysis
PP Markopoulos, S Kundu, S Chamadia, N Tsagkarakis, DA Pados
Advances in Principal Component Analysis: Research and Development, 121-135, 2018
142018
Optimal sparse L1-norm principal-component analysis
S Chamadia, DA Pados
2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017
142017
Oral dexmedetomidine promotes non-rapid eye movement stage 2 sleep in humans
S Chamadia, L Hobbs, S Marota, R Ibala, E Hahm, J Gitlin, J Mekonnen, ...
Anesthesiology 133 (6), 1234-1243, 2020
132020
A polysomnography study examining the association between sleep and postoperative delirium in older hospitalized cardiac surgical patients
R Ibala, J Mekonnen, J Gitlin, EY Hahm, BR Ethridge, KM Colon, S Marota, ...
Journal of Sleep Research 30 (5), e13322, 2021
72021
A hidden Markov model reliably characterizes ketamine-induced spectral dynamics in macaque local field potentials and human electroencephalograms
IC Garwood, S Chakravarty, J Donoghue, M Mahnke, P Kahali, ...
PLoS Computational Biology 17 (8), e1009280, 2021
72021
Arousal detection in obstructive sleep apnea using physiology-driven features
S Subramanian, S Chakravarty, S Chamadia
2018 Computing in Cardiology Conference (CinC) 45, 1-4, 2018
62018
Automatic detection of general anesthetic-states using ECG-derived autonomic nervous system features
SL Polk, K Kashkooli, SB Nagaraj, S Chamadia, JM Murphy, H Sun, ...
2019 41st Annual International Conference of the IEEE Engineering in …, 2019
42019
An alternative signature design using l1 principal components for spread-spectrum steganography
CP Bailey, S Chamadia, DA Pados
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
32020
Outlier processing via L1-principal subspaces
S Chamadia, DA Pados
The Thirtieth International Flairs Conference, 2017
32017
Dissociative and analgesic properties of ketamine are independent and unaltered by sevoflurane general anesthesia
EY Hahm, S Chamadia, JJ Locascio, JC Pedemonte, J Gitlin, J Mekonnen, ...
Pain Reports 6 (2), 2021
22021
Improved tracking of sevoflurane anesthetic states with drug-specific machine learning models
K Kashkooli, SL Polk, EY Hahm, J Murphy, BR Ethridge, J Gitlin, R Ibala, ...
Journal of neural engineering 17 (4), 046020, 2020
22020
Computational advances in sparse l1-norm principal-component analysis of multi-dimensional data
S Chamadia, DA Pados
2017 IEEE 7th International Workshop on Computational Advances in Multi …, 2017
22017
Fastest-known near-ML decoding of golden codes
S Kundu, S Chamadia, DA Pados, SN Batalama
2014 IEEE 15th International Workshop on Signal Processing Advances in …, 2014
22014
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Articles 1–20