Predictive models

Predicting Clinician Fixations on Glaucoma OCT Reports via CNN-Based Saliency Prediction Methods

Predicting Clinician Fixations on Glaucoma OCT Reports via CNN-Based Saliency Prediction Methods 150 150 IEEE Open Journal of Engineering in Medicine and Biology (OJEMB)
Goal: To predict physician fixations specifically on ophthalmology optical coherence tomography (OCT) reports from eye tracking data using CNN based saliency prediction methods in order to aid in the education… read more

Deep Learning-Based Glucose Prediction Models: A Guide for Practitioners and a Curated Dataset for Improved Diabetes Management

Deep Learning-Based Glucose Prediction Models: A Guide for Practitioners and a Curated Dataset for Improved Diabetes Management 150 150 IEEE Open Journal of Engineering in Medicine and Biology (OJEMB)
Accurate short- and mid-term blood glucose predictions are crucial for patients with diabetes struggling to maintain healthy glucose levels, as well as for individuals at risk of developing the disease.… read more

Optimized Clinical Feature Analysis for Improved Cardiovascular Disease Risk Screening

Optimized Clinical Feature Analysis for Improved Cardiovascular Disease Risk Screening 150 150 IEEE Open Journal of Engineering in Medicine and Biology (OJEMB)
Objective: To develop a clinical decision support tool that can predict cardiovascular disease (CVD) risk with high accuracy while requiring minimal clinical feature input, thus reducing the time and effort… read more

Validation of a Finite Element Simulation for Predicting Individual Knee Joint Kinematics

Validation of a Finite Element Simulation for Predicting Individual Knee Joint Kinematics 150 150 IEEE Open Journal of Engineering in Medicine and Biology (OJEMB)
Goal: We introduce an in-vivo validated finite element (FE) simulation approach for predicting individual knee joint kinematics. Our vision is to improve clinicians’ understanding of the complex individual anatomy and… read more