Narcolepsy classification from polysomnography
Computational methods and software for identifying narcolepsy-related patterns in overnight polysomnogram recordings, including machine-learning approaches to sleep-stage scoring.
Selected Projects
Selected Projects
Representative examples of research and engineering work since 2014. They include research software, algorithm development, prototypes, feasibility investigations and technical evaluations. Not every project produced a product or a publication, and several were carried out alongside academic or institutional collaborators whose research it supported.
A Biomedical signal processing and computational research
Multi-team sleep research data analysis
Signal processing and analysis supporting large-scale sleep research carried out by multiple research teams, including work associated with Jazz Pharmaceuticals.
EEG spectral analysis, including diabetes-related investigations
Spectral and signal-processing investigations of EEG recordings, including investigations related to diabetes mellitus.
Periodic limb movement analysis
Leg-movement detection and research-data preparation associated with the University of Wisconsin.
SEV: polysomnography analysis and visualization
A software toolbox for viewing and analyzing overnight sleep recordings.
Padaco: physical activity analysis
Software for profiling physical-activity patterns from tri-axial accelerometer data gathered by wearable devices in population studies.
softROC: diagnostic test criteria
Software for determining optimal criteria for diagnostic tests.
Heart rate variability for quantifying pain
Wavelet analysis of heart rate variability, derived from raw ECG or existing beat-to-beat data, investigated as a way of quantifying pain.
Signal analysis for a medical sensing device
Signal analysis for a medical sensing device.
B Medical algorithms and neonatal feeding analysis
Neonatal sucking and feeding analysis
Computational methods for evaluating sucking and feeding behavior in premature infants, associated with nFant.
C Oceanographic instrumentation and environmental measurement
Oceanographic test and control software
Experimental test and control software for instrumentation measuring seawater salinity, carbon dioxide-related conditions and ocean chemistry, supporting research associated with a Stanford laboratory.
D Digital forensics, cybersecurity and data exploitation
Digital forensics and data recovery
Data extraction, recovery and integrity analysis for digital evidence, including technical support for private investigations and development of specialized forensic software.
E Digital evidence integrity and video verification
Video timestamp audit software
Software for auditing timestamps and associated data records to help evaluate the consistency, chronology and integrity of video recordings used in legal proceedings.
F Systems engineering and specialized software development
Test-control software for laboratory instrumentation
Software for controlling and testing laboratory instruments and measurement systems.
Interfaces for simulation and planning software
User interfaces for simulation and planning software.
Genomic sequencing pipeline
A next-generation sequencing data pipeline for T-cell receptor genetics.
G Financial technology and transaction-system evaluation
Transaction-system evaluation
Ongoing independent investigation of electronic transaction processing, payment network behavior, reconciliation and platform interoperability.