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.
Papers
My published research papers.
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.
Automated Hepatocellular Carcinoma Analysis in Multi-phase CT with Deep Learning
A deep learning approach for automated hepatocellular carcinoma analysis in multi-phase CT scans.
Deep learning ensembles for detecting brain metastases in longitudinal multi-modal MRI studies
A deep learning approach for detecting brain metastases in longitudinal multi-modal MRI studies.
Detecting liver cirrhosis in computed tomography scans using clinically-inspired and radiomic features
A novel approach for detecting cirrhosis from CT scans using clinically-inspired and radiomic features.