All Outputs (3)

Clinical Scene Segmentation with Tiny Datasets (2019)
Conference Proceeding
Smith, T. J., Sharkey, D., Crowe, J., & Valstar, M. (2019). Clinical Scene Segmentation with Tiny Datasets. In 2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW) (1637-1645). https://doi.org/10.1109/ICCVW.2019.00203

Many clinical procedures could benefit from automatic scene segmentation and subsequent action recognition. Using Convolutional Neural Networks to semantically segment meaningful parts of an image or video is still an unsolved problem. This becomes e... Read More about Clinical Scene Segmentation with Tiny Datasets.

Development of a Clinical Interface for a Novel Newborn Resuscitation Device: Human Factors Approach to Understanding Cognitive User Requirements (2019)
Journal Article
Pickup, L., Lang, A., Shipley, L., Henry, C., Carpenter, J., McCartney, D., …Sharkey, D. (2019). Development of a Clinical Interface for a Novel Newborn Resuscitation Device: Human Factors Approach to Understanding Cognitive User Requirements. JMIR Human Factors, 6(2), Article e12055. https://doi.org/10.2196/12055

Background: A novel medical device has been developed to address an unmet need of standardizing and facilitating heart rate recording during neonatal resuscitation. In a time-critical emergency resuscitation, where failure can mean death of an infant... Read More about Development of a Clinical Interface for a Novel Newborn Resuscitation Device: Human Factors Approach to Understanding Cognitive User Requirements.

Risk of severe intraventricular haemorrhage in the first week of life in preterm infants transported before 72 hours of age (2019)
Journal Article
Shipley, L. J., Gyorkos, T., Jon, D., Tata, L. J., Lisa, S., & Sharkey, D. (2019). Risk of severe intraventricular haemorrhage in the first week of life in preterm infants transported before 72 hours of age. Pediatric Critical Care Medicine, 20(7), 638-644. https://doi.org/10.1097/PCC.0000000000001937

Objectives: Evaluate the risk of severe intraventricular hemorrhage, in the first week of life, in preterm infants undergoing early interhospital transport. Design: Retrospective cohort study. Setting: Tertiary neonatal centers of the Trent Per... Read More about Risk of severe intraventricular haemorrhage in the first week of life in preterm infants transported before 72 hours of age.