Lumbar Injection Satisfaction — Data-Driven Analysis
Data-driven study identifying which chronic low-back-pain patients benefit from lumbar steroid injections. Developed nested cross-validated ML models with SHAP interpretability on …
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1 min read
ORMIR-MIDS — Open Standard for Musculoskeletal Imaging Data
Open-source contribution to the ORMIR community: a specification and Python package that standardises how musculoskeletal imaging data is organised, curated and shared — a …
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1 min read
Biomarkers Voice Classifier App
Small Android demo application which classifies singing vs speaking vs silence over the last 2 seconds based on microphone sensor data.
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2 min read
Panoramic-based 3D Viewer
Web app that brings a computer-science department exhibition online — a panorama-based 3D viewer, built in an AMOS agile/Scrum team.
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1 min read
Reach-and-Grasp EEG Decoder
Deep-learning pipeline to decode reach-and-grasp motor intention from EEG brain signals for brain-computer interface research at Bit Brain.
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6 min read
Warehouse Route Optimization with Reinforcement Learning
Illustrative example of a Reinforcement Learning algorithm for optimal storing and pick-up routing of objects in a warehouse.
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6 min read
Financial Transaction Text Classifier
Multinomial Naive Bayes text classifier that categorizes financial transactions into seven types.
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5 min read
ECG Annotation & Arrhythmia Classifier
MATLAB GUI for ECG annotation plus an SVM classifier that retrospectively detects arrhythmia during resuscitation episodes from five discriminative ECG features. BSc thesis.
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1 min read