Proceedings. IEEE International Symposium on Bioinformatics and Bioengineering
Dec 16, 2020
One of the greatest obstacles in the adoption of deep neural networks for new medical applications is that training these models typically require a large amount of manually labeled training samples. In this body of work, we investigate the semi-supe...
Proceedings. IEEE International Symposium on Bioinformatics and Bioengineering
Dec 16, 2020
Future advances in the medical Internet of Things (IoT) will require sensors that are unobtrusive and passively powered. With the use of wireless, wearable, and passive knitted smart garment sensors, we monitor infant respiratory activity. We improve...
Proceedings. IEEE International Symposium on Bioinformatics and Bioengineering
Jan 11, 2018
Electronic Health Records (EHR) are mainly designed to record relevant patient information during their stay in the hospital for administrative purposes. They additionally provide an efficient and inexpensive source of data for medical research, such...