Azure Dev Stories - Leukemia Classifier on Azure Cloud #azuredevstories

Building a serverless leukemia classifier using Azure Functions and Logic Apps.

#azuredevstories

YouTube Demo Video 📺📺

https://youtu.be/6cub1Ifr6Wg

Medium Blog 📑📑

Link -> Trigger Based Leukemia Classifier on Azure Cloud — Prediction and Reporting

Flow Diagram 🥏🥏

List of services used ⚙

1. Azure function
2. Logic Apps
3. Cosmos DB
4. Blob Storage
5. Mailjet
6. Azure Devops

1. Azure Function

• leukemia-predict -> triggered from logic app when a change in blob storage is detected
• StaticPage -> present the index page our application
• SendMailTrigger -> Triggered when there is a change in Cosmos DB
• getcosmosdb-data -> will return all the items in the cosmos DB

2. Logic Apps

• Used to trigger the Azure function if a change is made to blob storage

3. Cosmos DB

• Store the patient, prediction and hematologists details

4. Blob Storage

• To store the lab reports (microscopic blood sample images)

5. Mailjet

• Using SMTP relay in logic apps and API in Azure Functions to send out the mails to patients and hematologists

6. Azure Devops

• Create a issue work item if the prediction is wrong or misclassified by our custom ML model.

Files