NLP Summit Key Talks Slides

NLP Summit Key Talks Slides

Patient Similarity through Representation Learning from Medical Records

1 - Problem Statement

2 - Data Sources and Challenges

3 - Multiple levels of Data Collection over extended periods

4 - Data Pipeline

5 - Representation

6 - Patient Similarity

7 - Classification

Operationalizing NLP Models

Model Development

Model Dev Cycle

Implementation Monitoring

MLOps Cycle

Suicide Classification for News Media using NLP

Suicide Stats

Topic Classification

Suicide Classification

Automated Extraction of Medical Risk Factors for Life Insurance Underwriting

Health Trends

Pipeline

Models

Functional Flow

How to Build a Question Answering Application with Haystack in 30 Minutes

5 - 1 Flow

5 -2 Pipelines

Keep Exploring!!!