Research

Papers, projects & ongoing questions.

A working list of my published work and the topics I keep returning to. Items marked as placeholders will be linked to PDFs and DOIs as the archive is populated.

Theme

Biomedical Signal Processing

ECG, EEG, time–frequency analysis.

Theme

Machine Learning

Classification & feature engineering for instrumentation data.

Theme

Biomedical Instrumentation

Condition monitoring, fault detection.

Selected publications

2024
Deep-learning approaches for arrhythmia classification from single-lead ECG
Journal placeholder · Biomedical Signal Processing
ECGDeep LearningBiomedical
2023
Condition monitoring of power transformers using ensemble methods
Conference placeholder · Power Systems
PowerML
2022
Time–frequency features for non-stationary biomedical signals
Journal placeholder · Signal Processing
DSPWavelets
2021
A comparative study of feature selection in instrumentation data
Conference placeholder · Measurement
Feature Selection

A complete and citable list will appear here. Send me an email if you need a PDF in the meantime.