David Paydarfar

Publication Activity (10 Years)

Years Active: 2011-2021
Publications (10 Years): 14

Top Topics

Machine Learning

Semistructured Data

Top Venues

IEEE Trans. Biomed. Eng.

Publications

Samuel Liu, Christopher H. Bennett, Joseph S. Friedman, Matthew J. Marinella, David Paydarfar, Jean Anne C. Incorvia
Controllable reset behavior in domain wall-magnetic tunnel junction artificial neurons for task-adaptable computation. CoRR (2021)
Shubham Sharma, Alan H. Gee, David Paydarfar, Joydeep Ghosh
FaiR-N: Fair and Robust Neural Networks for Structured Data. AIES (2021)
Ian Zuzarte, Dagmar Sternad, David Paydarfar
Predicting apneic events in preterm infants using cardio-respiratory and movement features. Comput. Methods Programs Biomed. 209 (2021)
Shubham Sharma, Alan H. Gee, David Paydarfar, Joydeep Ghosh
FaiR-N: Fair and Robust Neural Networks for Structured Data. CoRR (2020)
Ian Zuzarte, Alan H. Gee, Dagmar Sternad, David Paydarfar
Automated movement detection reveals features of maturation in preterm infants. EMBC (2020)
Laura F. Santoso, Faiz Baqai, Mary Gwozdz, Justina Lange, Matthew G. Rosenberger, James S. Sulzer, David Paydarfar
Applying Machine Learning Algorithms for Automatic Detection of Swallowing from Sound. EMBC (2019)
Joshua Chang, David Paydarfar
Optimizing stimulus waveforms for electroceuticals. Biol. Cybern. 113 (1-2) (2019)
Alan H. Gee, Diego García-Olano, Joydeep Ghosh, David Paydarfar
Explaining Deep Classification of Time-Series Data with Learned Prototypes. KHD@IJCAI (2019)
Alan H. Gee, Diego García-Olano, Joydeep Ghosh, David Paydarfar
Explaining Deep Classification of Time-Series Data with Learned Prototypes. CoRR (2019)
David Paydarfar
Optimizing stimulus waveforms for suppressing epileptic activity reveals a counterbalancing mechanism. EMBC (2018)
Alan H. Gee, Joshua Chang, Joydeep Ghosh, David Paydarfar
Bayesian Online Changepoint Detection Of Physiological Transitions. EMBC (2018)
Alan H. Gee, Riccardo Barbieri, David Paydarfar, Premananda Indic
Predicting Bradycardia in Preterm Infants Using Point Process Analysis of Heart Rate. IEEE Trans. Biomed. Eng. 64 (9) (2017)
Venkata Naga Sai Apurupa Amperayani, Premananda Indic, Colm Travers, Riccardo Barbieri, David Paydarfar, Namasivayam Ambalavanan
An Algorithm for Risk Stratification of Preterm Infants. CinC (2017)
Alan H. Gee, Riccardo Barbieri, David Paydarfar, Premananda Indic
Improving heart rate estimation in preterm infants with bivariate point process analysis of heart rate and respiration. EMBC (2016)
Alan H. Gee, Riccardo Barbieri, David Paydarfar, Premananda Indic
Uncovering statistical features of bradycardia severity in premature infants using a point process model. EMBC (2015)
Joshua Chang, David Paydarfar
Optimal stimulus waveforms for eliciting a spike: How close is the spike-triggered average? NER (2015)
Joshua Chang, David Paydarfar
Switching neuronal state: optimal stimuli revealed using a stochastically-seeded gradient algorithm. J. Comput. Neurosci. 37 (3) (2014)
Ian Zuzarte, Courtney Temple, Premananda Indic, David Paydarfar
Transforming artifact to signal: A wavelet-based algorithm for quantifying neonatal movement. EMBC (2014)
James R. Williamson, Daniel W. Bliss, David W. Browne, Premananda Indic, Elisabeth Bloch-Salisbury, David Paydarfar
Individualized apnea prediction in preterm infants using cardio-respiratory and movement signals. BSN (2013)
Premananda Indic, David Paydarfar, Riccardo Barbieri
Point Process Modeling of Interbreath Interval: A New Approach for the Assessment of Instability of Breathing in Neonates. IEEE Trans. Biomed. Eng. 60 (10) (2013)
Daniel B. Forger, David Paydarfar, John R. Clay
Optimal Stimulus Shapes for Neuronal Excitation. PLoS Comput. Biol. 7 (7) (2011)
James R. Williamson, Daniel W. Bliss, David W. Browne, Premananda Indic, Elisabeth Bloch-Salisbury, David Paydarfar
Using physiological signals to predict apnea in preterm infants. ACSCC (2011)
Premananda Indic, David Paydarfar, Riccardo Barbieri
A point process model of respiratory dynamics in early physiological development. EMBC (2011)