Detecting cardiovascular diseases using ECG scans and explainable artificial intelligence
An explainable AI framework for quantifying the stability of deep learning models analyzing ECG scans under controlled image perturbations.
Damian Kucharski
ML Researcher at KP Labs · ML Systems · Medical & Space Data
I’m an ML Researcher at KP Labs, working on machine learning systems and research across medical and space data. I have co-authored peer-reviewed publications in machine learning and medical imaging and am a co-inventor on patents for automated medical image analysis.
Recent Publications
Interpretable arrhythmia detection in ECG scans using deep learning ensembles: a genetic programming approach
A deep learning ensemble framework for detecting cardiac arrhythmias and predicting atrial fibrillation recurrence from ECG scans.
Giraffe: A Genetic Programming Algorithm To Build Deep Learning Ensembles For Ecg Arrhythmia Classification
A genetic programming algorithm for building deep learning ensembles for ECG arrhythmia classification.