Deep Learning for Medical Imaging

Geetha Chauhan
AI Practice Head / CTO SVSG

Stevenson Hall 1300
12:00 PM - 12:50 PM

The talk covers use cases, special challenges and solutions for Deep Learning for Medical Image Analysis. You will learn about:

• Use cases for Deep Learning in Medical Image Analysis
• Different DNN architectures used for Medical Image Analysis
• Special purpose compute / accelerators for Deep Learning (in the Cloud / On-prem)
• How to parallelize your models for faster training of models and serving for inferenceing.
• Optimization techniques to get the best performance from your cluster (like Kubernetes/ Apache Mesos / Spark)
• How to build an efficient Data Pipeline for Medical Image Analysis using Deep Learning
• Resources to jump start your journey - like public data sets, common models used in Medical Image Analysis