Dynamic adaptation of clinical procedures and device assessment generation based on determined emotional state

Systems and methods are provided for determining an emotional state of a medical professional and dynamically generating clinical procedures that are adapted to the medical professional's emotional state, as well as an assessment of a medical device based on the determined emotional state. Observation data corresponding to a medical professional associated with a clinical procedure can be received and processed to determine an emotional state of the medical professional. The emotional state can be predicted using a first predictive model trained in a machine learning process. The determined emotional state can be provided to a second predictive model to provide one or more adapted clinical procedures. Device assessment data can also be used with the determined emotional state to determine an assessment of a medical device. The one or more adapted clinical procedures and the assessment of the medical device can be provided as an output.