Sensor-based indicators of performance changes between sessions during robotic surgery training.

TL;DR: In this paper , the role of emotional expressions and contextual cues in influencing anthropomorphic trustworthiness of social robots has been discussed from a design perspective, where the authors designed a specific robot prototype and conducted two lab experiments to explore the effect of emotions on trustworthiness via subjective ratings and physiological measures.

TL;DR: Eye-tracking technology can be used to assess the temporal variation of stress and associated changes with mental workload in the ICU environment and a real-time system could be developed for monitoring stress and workload for intervention development.

TL;DR: In this article , the authors explore the current and future roles of AI in surgical education and present a scoping review of AI applications in the field of surgical education, which can help optimize the education of trainees.

TL;DR: In this paper, the authors use simulation to train surgeons in basic tasks, complex operative steps, and coordination of whole operations with members of the entire operating room (OR) staff.

TL;DR: This final installment of the paper considers the case where the signals or the messages or both are continuously variable, in contrast with the discrete nature assumed until now.

TL;DR: EELAB as mentioned in this paper is a toolbox and graphic user interface for processing collections of single-trial and/or averaged EEG data of any number of channels, including EEG data, channel and event information importing, data visualization (scrolling, scalp map and dipole model plotting, plus multi-trial ERP-image plots), preprocessing (including artifact rejection, filtering, epoch selection, and averaging), Independent Component Analysis (ICA) and time/frequency decomposition including channel and component cross-coherence supported by bootstrap statistical methods based on data resampling.

TL;DR: The purpose of this article is to serve as an introduction to ROC graphs and as a guide for using them in research.