Automated Medical Device Display Reading Using Deep Learning Object Detection. (arXiv:2210.01325v1 [cs.CV])

Telemedicine and mobile health applications, especially during the quarantine
imposed by the covid-19 pandemic, led to an increase on the need of
transferring health monitor readings from patients to specialists. Considering
that most home medical devices use seven-segment displays, an automatic display
reading algorithm should provide a more reliable tool for remote health care.
This work proposes an end-to-end method for detection and reading seven-segment
displays from medical devices based on deep learning object detection models.
Two state of the …

arxiv deep learning detection medical medical device reading