Machine Learning

Deep Learning based reach-and-grasp EEG decoder
Research internship project where I conducted literature-review and compare state-of-the-art analysis used in EEG signal processing. Implemented DL pipeline to decode grasping action from EEG
Code
Deep Learning based reach-and-grasp EEG decoder
Fully automatic extraction of mitral valve annulus motion parameters on long axis CINE CMR using deep learning
Automatic derived parameter for valve motion assessment and interactive visualization dashboard for cluster analysis and anomaly detec.
Fully automatic extraction of mitral valve annulus motion parameters on long axis CINE CMR using deep learning
Financial Transaction Text Clasifier
Multinomial Bayes Text classifier to categorized financial transactions into seven types
Code
Financial Transaction Text Clasifier
Adaptive Frame Rate for Egocentric Video
New adaptive sampling strategy based on a motion context measure for ego +centric video was developed. The new method enables to save energy keeping a promising performance rate.
PDF View Report
Adaptive Frame Rate for Egocentric Video
ECG-based algorithm for Annotation of Resuscitation Episode
B.Sc. Thesis where I implemented a GUI to help ECG annotations and developed a machine learning algorithm to retrospectively classify arrhythmia based on 5 more discriminative ECG features
ECG-based algorithm for Annotation of Resuscitation Episode