Publications

2020

Topic: Fair and Robust Machine Learning [Exact Title Redacted for Review]
Shubham Sharma*, Alan H. Gee*, David Paydarfar, and Joydeep Ghosh.
(submitted)

Automated Movement Detection Reveals Features of Maturation in Preterm Infants
Ian Zuzarte, Alan H. Gee, Dagmar Sternad, and David Paydarfar. 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Montreal, QC, Canada, 2020, pp. 600-603.

Methods for Optimizing Stimulus Waveforms for Electroceutical Control
J Chang, D Paydarfar. In: Jaeger D., Jung R. (eds) Encyclopedia of Computational Neuroscience. Springer, New York, NY (2020).

The Internal Superior Laryngeal Nerve in Humans: Evidence for Pure Sensory Function
Laura F. Santoso, Samah Jafari, Daniel Y. Kim, David Paydarfar
The Laryngoscope (2020) (link)

2019

Explaining Deep Classification of Time-Series Data with Learned Prototypes
Alan H. Gee*, Diego Garcia-Olano*, Joydeep Ghosh, David Paydarfar.
International Conference on Machine Learning (ICML) Time Series Workshop (2019) (link)
International Joint Conference on Artificial Intelligence (IJCAI) Knowledge and Discovery in Healthcare Workshop (2019) (link)

Applying Machine Learning Algorithms for Automatic Detection of Swallowing from Sound
Laura F. Santoso,  Faiz Baqai, Mary Gwozdz, Justina Lange, Matthew Rosenberger, James Sulzer, David Paydarfar.
41th IEEE Engineering in Medicine and Biology Society (EMBC), Berlin, Germany, 2019

Sensory dysphagia: A case series and proposed classification of an under recognized swallowing disorder
Laura F. Santoso, Daniel Y. Kim, David Paydarfar.
Head & Neck. (2019) (link)

Optimizing Stimulus Waveforms for Electroceuticals.
Joshua Chang and David Paydarfar.
Biological Cybernetics (2019) (link)

2018

Quantifying Movement in Preterm Infants Using Photoplethysmography
Ian Zuzarte, Premananda Indic, Dagmar Sternad, David Paydarfar.
Annals of Biomedical Engineering. (2018) (link)

Optimizing Stimulus Waveforms for Suppressing Epileptic Activity Reveals a Counterbalancing Mechanism
Joshua Chang and David Paydarfar.
40th IEEE Engineering in Medicine and Biology Society (EMBC), Honolulu, HI, 2018, pp. 2226-2229. (link)

Online Bayesian Changepoint Detection for Physiological Transitions
Alan H. Gee, Joshua Chang, Joydeep Ghosh, and David Paydarfar.
2018 40th IEEE Engineering in Medicine and Biology Society (EMBC), Honolulu, HI, 2018, pp. 45-48. (link)

Evolution of extrema features reveals optimal stimuli for biological state transitions
Joshua Chang and David Paydarfar.
Scientific Reports 8 (2018): 3403.  (link)

2017

Vibrotactile Stimulation: A non-pharmacological intervention for opioid-exposed newborns
Ian Zuzarte, Premananda Indic, Bruce Barton, David Paydarfar, Francis Bednarek, Elisabeth Bloch-Salisbury
PLOS ONE (link)

Predicting Bradycardia in Preterm Infants Using Point Process Analysis of Heart Rate 
Alan H. Gee, Riccardo Barbieri, David Paydarfar, Premananda Indic
IEEE Transactions on Biomedical Engineering (link)