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Develop with Oracle AI and Database Services: Healthcare (Open Source Version)

About This Workshop

Youtube Video

About This Workshop
Authors: Paul Parkinson, Nicholas Cusato, and Divit Gupta

ML and AI tools are unprecedentedly changing Modern Healthcare. Given the speed of innovation and global outreach, it can be challenging for patients and healthcare providers to stay abreast of the latest technological advances and how they will impact the future.

In this LiveLabs AI for Healthcare, Learn about the latest innovations in Healthcare, Detect Breast Cancer using OCI Vision at an early stage. Detect Cardiovascular disease with Electrocardiogram (ECG) Reports and OCI Anomaly Detection. Use the power of OCI Document Understanding to submit medical expenses, or using OCI Speech, ask a doctor about specific medical symptoms and get a response from a virtual Doctor (not a replacement for actual medical advise of course) leveraging the power of Oracle Gen AI. Chat with a virtual doctor through Oracle Digital Assistant, asking questions related to Breast cancer or Lung cancer or Covid and how to diagnose them. Analyze complex clinical data or genome sequences with Oracle Analytics Cloud or locate the nearest Hospital with Oracle Spatial and Maps and contact them. And much more.

All this, when running on top of the world's most powerful database, Oracle Autonomous Database and popular full-stack languages and frameworks including Flutter, Java (SpringBoot), JavaScript (React, Express, Node), Python, Rust, etc.

Workshop Info

1 hour
  1. Clone, Build, and Test Run the Workshop Source
  2. Detect Breast Cancer using Oracle OCI Vision AI Service.
  3. Create medical expenses using Oracle OCI Document Understanding AI Service.
  4. Process Medical transcription and consulting virtual AI doctor using Oracle OCI Speech AI Service and Oracle Gen AI.
  5. Enable users to interact with Oracle Digital Assistant Chatbot with frequently asked questions related to Cancer or COVID-related issues. Get medical advice on time.
  6. Locating Hospitals based on location and patient trauma OpenStreetMap Maps and Oracle Spatial queries.
  7.  Analysing Clinical Data, Protein Expression v/s Peptide Targets and Genome Data.
  8. Deploy and Run as Microservices in Kubernetes Cluster
  9. Detect Anomalies with Oracle Database Machine Learning
  • Intermediate level Knowledge of OCI and Database
  • Some understanding of cloud and database terms is helpful

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