Competitive Advantages
- Differentiates between pain and non-pain stimuli
- Assesses pain in a real-world setting
- Might help doctors know the criticality of the injury based on the accurate pain measurement
- Will help detect the pain level of babies and unconscious patients
Summary
Automated pain assessment is an essential component in clinical settings to ensure prompt intervention and appropriate treatment. Depending on the context, relying on verbal methods, such as pain scales and questionnaires, for pain assessment may not be objective, reliable, actionable, and scalable. The present invention provides a computer-implemented method for identifying a pain level of a patient of interest. The system includes a video image capture device to capture image data of a patient of interest, one or more sensors to capture bio-potential data of the patient of interest, and processing circuitry configured as a neural network that implements a neural network based model to receive and process the image data and the bio-potential data from the patient of interest to determine a pain level of the patient of interest. This invention provides an improved system and method for the assessment of pain experienced by a patient in a real-world setting.
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)
The image illustrates an exemplary setup for image and bio-potential data collection of a patient of interest.
Desired Partnerships
- License
- Sponsored Research
- Co-Development