Health Archives | Innovate

A Federated Learning Model to Personalize and Secure Healthcare Diagnosis in Wearables

Innovation Spotlight

The IEEE Xplore Innovation Spotlight features articles on cutting-edge topics handpicked from the IEEE Xplore digital library of approximately 5 million technical documents.

A Federated Learning Model to Personalize and Secure Healthcare Diagnosis in Wearables

July 15, 2021

Health, Big Data, Wearables, Machine Learning, Privacy

A new federated learning framework could help create a more personalized healthcare experience for wearable devices that doesn’t risk compromising users’ privacy and security.

Secure Transport of COVID-19 Vaccines with IoT Cold Chain Monitoring

January 20, 2021

Health, IoT, 4IR, Transportation

Many vaccines, like those for COVID-19, must be kept cold. To prevent waste and breaches in the cold chain system, researchers have developed an IoT monitoring system that tracks the temperature and location of vaccines from the manufacturing plant to the patient's arm.