hannibalhuang
commented
5 years ago Move to part of the unconference discussion
Closed gaojinghua closed 5 years ago
hannibalhuang
commented
5 years ago Move to part of the unconference discussion
Topic Title
An accelerated AI platform for heart disease diagnosis
Abstract
Recently, deep learning technologies offer ways to diagnose heart diseases automatically which may benefit millions of people in rural areas. In this talk, we will first introduce the medical background of heart disease diagnosis and what's the challenges using the AI platform for remote healthcare. Then, we will elaborate on our heart diseases diagnosis platform in details. This section includes the infrastructure design, the introduction of the diagnosis process and the dynamic training process. Next, we will present the preliminary screening models at the edge side and classification models in the cloud. The whole talk will elaborate on how to accelerate the infrastructure as well as the models both at the edge and in the cloud. (GPU + Movidius)
Related Upstream Open Source Projects
OpenStack Nova, OpenStack Cyborg, Kubernetes
Category
Speaker Bio (no more than 2 people)
Jinghua Gao, Staff Researcher, Lenovo Research Got involved in OpenStack for 5+ years and Kubernetes for 2+ years. Mainly focus on network management. Interests include DPDK technology, user-space TCP/IP stack, load-balance and so on. Recent work is related to intelligent traffic analysis and hardware acceleration.
Speaker email
Jinghua Gao(gaojh4@gmail.com, 419546439@qq.com)