Notes.ai

SUFICARE Notes.ai automates extraction and classification of unstructured data across various clinical notes into a structured form

Overview

Clinical notes refer to a wide variety of documents generated on behalf of a patient in many care activities. They are a key component to communicate the health status. They include notes to support transitions of care, care planning, quality reporting, billing and even handwritten notes by care providers.

Traditionally these unstructured documents require hours of manual data entry by reading, tagging, classifying and structuring into a database.

The Problem

The process of extracting critical information from unstructured data in clinical notes, is manual, time-consuming and inefficient with possible errors and miss identification.

  • There are multiple pages of clinical notes, physician notes, nursing notes, lab notes, etc., per patient visit.
  • These notes have a wealth of information. Unfortunately, one needs to manually extract relevant information, which makes getting to the insight very difficult.
  • It takes several hours of intense work per document to review, extract and enter information in a structured format.
  • The process of ingesting and consolidating with other data is also manual and usually disconnected across multiple datasets.

How We Solve it

Key capabilities of Notes.ai include.

Extract Insights

  • Easily extract relevant information as needed to integrate and enrich existing structured data using Python, NLP, OCR and Computer Vision.

Enrich Data

  • Extract relevant data from unstructured texts and organize in a structured data format consolidating with and enriching existing systems and structured data warehouses.

Text Categorization

  • Using machine learning tag and categorize documents so that they are ready for data ingestion, classification and use in statistical models.

Intelligent Search

  • Set up an algorithm to quickly search classified texts for relevant information as and when needed.

Benefits

Key business benefits of Notes.ai include:

  • Consolidated view for patient insights enabling better patient care
  • Higher customer satisfaction
  • Drive efficiency with data supply chain automation
  • Decreased manual intervention, decreased errors and increased speed to results
  • Insights for new business models

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