Postoperative Delirium Diagnosis with NLP
End-to-end diagnostic pipeline, from raw patient audio to final clinical prediction. Two analytical pathways: transformers for semantic analysis and tabular models for clinical …
•
1 min read
Real-time ML Diagnostic Engine (EEG)
Machine learning engine that analyzes live EEG signals together with tabular data to generate immediate diagnostic predictions, within an interdisciplinary team.
•
1 min read
Pose Estimation ML Backend
ML backend in a mobile app for pose estimation, tracking patient activity during specific exercises to help reduce waiting lists in public healthcare.
•
1 min read
Clinical Decision Support for Critical Care (Code Blue)
Presenter & Lead Developer — presented a full-stack clinical decision support system to predict mortality in Code Blue procedures, with low-latency real-time data ingestion via the …
Clinical Decision Support (Code Blue)
Full-stack clinical decision support system to predict mortality in patients undergoing Code Blue procedures, presented at the GMDS conference (Germany). Low-latency real-time data …
•
1 min read