Publications and Patents

Guidelines

Selected publications 

Clinician-informed XAI evaluation checklist with metrics (CLIX-M) for AI-powered clinical decision support systems

A Brankovic, et al. npj Digital Medicine.

Benchmarking the most popular XAI used for explaining clinical predictive models: Untrustworthy but could be useful

A Brankovic, et al. Health Informatics Journal.

Machine learning model with output correction: Towards reliable bradycardia detection in neonates

J Rahman, A Brankovic, S Khanna. Computers in Biology and Medicine.

Predicting disengagement to better support outcomes in a web-based weight loss program using machine learning models: cross-sectional study

A Brankovic, et al. Journal of Medical Internet Research 25, e43633

Explainable machine learning for real-time deterioration alert prediction to guide pre-emptive treatment

A Brankovic, et al. Scientific reports.

Data-driven indicators for the detection and prediction of stuck-pipe events in oil&gas drilling operations

A Brankovic, et al. Upstream Oil and Gas Technology. 

Clinical electromagnetic brain scanner

A Abbosh, et al. Scientific reports. 

A distributed feature selection scheme with partial information sharing

A Brankovic, L Piroddi. Machine Learning. 

A feature selection and classification algorithm based on randomized extraction of model populations

A Brankovic, A Falsone, M Prandini, L Piroddi. IEEE transactions on cybernetics.

A feature selection and classification algorithm based on randomized extraction of model populations

A Brankovic, et al.  IEEE transactions on cybernetics.

Patents