David Paydarfar

24 papers C 2Journal 10Unranked 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
Survey and perspective on verification, validation, and uncertainty quantification of digital twins for precision medicine.
npj Digit. Medicine
Kaan Sel, Andrea Hawkins-Daarud, Anirban Chaudhuri, Deen Osman, Ahmad Bahai, David Paydarfar, Karen Willcox, Caroline Chung, Roozbeh Jafari
2021 J jnl
Controllable reset behavior in domain wall-magnetic tunnel junction artificial neurons for task-adaptable computation.
CoRR
Samuel Liu, Christopher H. Bennett, Joseph S. Friedman, Matthew J. Marinella, David Paydarfar, Jean Anne C. Incorvia
2021 C conf
FaiR-N: Fair and Robust Neural Networks for Structured Data.
AIES
Shubham Sharma, Alan H. Gee, David Paydarfar, Joydeep Ghosh
2021 J jnl
Predicting apneic events in preterm infants using cardio-respiratory and movement features.
Comput. Methods Programs Biomed.
Ian Zuzarte, Dagmar Sternad, David Paydarfar
2020 — conf
Automated movement detection reveals features of maturation in preterm infants.
EMBC
Ian Zuzarte, Alan H. Gee, Dagmar Sternad, David Paydarfar
2020 J jnl
FaiR-N: Fair and Robust Neural Networks for Structured Data.
CoRR
Shubham Sharma, Alan H. Gee, David Paydarfar, Joydeep Ghosh
2019 — conf
Applying Machine Learning Algorithms for Automatic Detection of Swallowing from Sound.
EMBC
Laura F. Santoso, Faiz Baqai, Mary Gwozdz, Justina Lange, Matthew G. Rosenberger, James S. Sulzer, David Paydarfar
2019 — conf
Explaining Deep Classification of Time-Series Data with Learned Prototypes.
KDH@IJCAI
Alan H. Gee, Diego Garcia-Olano, Joydeep Ghosh, David Paydarfar
2019 J jnl
Explaining Deep Classification of Time-Series Data with Learned Prototypes.
CoRR
Alan H. Gee, Diego Garcia-Olano, Joydeep Ghosh, David Paydarfar
2019 J jnl
Optimizing stimulus waveforms for electroceuticals.
Biol. Cybern.
Joshua Chang, David Paydarfar
2018 — conf
Bayesian Online Changepoint Detection Of Physiological Transitions.
EMBC
Alan H. Gee, Joshua Chang, Joydeep Ghosh, David Paydarfar
2018 — conf
Optimizing stimulus waveforms for suppressing epileptic activity reveals a counterbalancing mechanism.
EMBC
David Paydarfar
2017 — conf
An Algorithm for Risk Stratification of Preterm Infants.
CinC
Venkata Naga Sai Apurupa Amperayani, Premananda Indic, Colm P. Travers, Riccardo Barbieri, David Paydarfar, Namasivayam Ambalavanan
2017 J jnl
Predicting Bradycardia in Preterm Infants Using Point Process Analysis of Heart Rate.
IEEE Trans. Biomed. Eng.
Alan H. Gee, Riccardo Barbieri, David Paydarfar, Premananda Indic
2016 — conf
Improving heart rate estimation in preterm infants with bivariate point process analysis of heart rate and respiration.
EMBC
Alan H. Gee, Riccardo Barbieri, David Paydarfar, Premananda Indic
2015 — conf
Optimal stimulus waveforms for eliciting a spike: How close is the spike-triggered average?
NER
Joshua Chang, David Paydarfar
2015 — conf
Uncovering statistical features of bradycardia severity in premature infants using a point process model.
EMBC
Alan H. Gee, Riccardo Barbieri, David Paydarfar, Premananda Indic
2014 J jnl
Switching neuronal state: optimal stimuli revealed using a stochastically-seeded gradient algorithm.
J. Comput. Neurosci.
Joshua Chang, David Paydarfar
2014 — conf
Transforming artifact to signal: A wavelet-based algorithm for quantifying neonatal movement.
EMBC
Ian Zuzarte, Courtney Temple, Premananda Indic, David Paydarfar
2013 C conf
Individualized apnea prediction in preterm infants using cardio-respiratory and movement signals.
BSN
James R. Williamson, Daniel W. Bliss, David W. Browne, Premananda Indic, Elisabeth Bloch-Salisbury, David Paydarfar
2013 J jnl
Point Process Modeling of Interbreath Interval: A New Approach for the Assessment of Instability of Breathing in Neonates.
IEEE Trans. Biomed. Eng.
Premananda Indic, David Paydarfar, Riccardo Barbieri
2011 — conf
A point process model of respiratory dynamics in early physiological development.
EMBC
Premananda Indic, David Paydarfar, Riccardo Barbieri
2011 J jnl
Optimal Stimulus Shapes for Neuronal Excitation.
PLoS Comput. Biol.
Daniel B. Forger, David Paydarfar, John R. Clay
2011 — conf
Using physiological signals to predict apnea in preterm infants.
ACSCC
James R. Williamson, Daniel W. Bliss, David W. Browne, Premananda Indic, Elisabeth Bloch-Salisbury, David Paydarfar