AI Medical Compendium Journal:
Proceedings. IEEE International Symposium on Bioinformatics and Bioengineering

Showing 1 to 3 of 3 articles

Semi-Supervised Classification of Noisy, Gigapixel Histology Images.

Proceedings. IEEE International Symposium on Bioinformatics and Bioengineering
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...

Fusion Learning on Multiple-Tag RFID Measurements for Respiratory Rate Monitoring.

Proceedings. IEEE International Symposium on Bioinformatics and Bioengineering
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...

Delirium Prediction using Machine Learning Models on Preoperative Electronic Health Records Data.

Proceedings. IEEE International Symposium on Bioinformatics and Bioengineering
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...