Products

CogStack Information Retrieval & Extraction Platform

Versatile tools for varied hospital needs

A number of different tools are available within Cogstack which to serve a range of healthcare use-cases.

The flexibility of the technologies mean that different hospitals and organisations have chosen to use them for different purposes to deliver on enterprise-specific objectives.

Our partner hospitals have used these tools for:

CogStack Products

CogStack Products include – enterprise grade searching, cohorting, population and caseload management dashboarding, alerting, and clinically tuned NLP / AI models

Search

Enterprise-grade Search

A simple, user friendly search bar supports searching across millions of free-text clinical records (e.g. admission, progress, discharge, scan and procedure reports)  and structured fields (observations, results) in seconds. CogStack Cohorting tools allow fast exploration of structured terms identified and contextualised by CogStack NLP

Clinical Language AI

Natural Language Processing (NLP) models trained and fine-tuned on millions of real-world clinical records “read” electronic health (EHR) records converting them into interoperable codes for cohorting, registries and audits.

EHR De-Identification

Clinical language AI for redacting sensitive healthcare personally identifiable information (PII) from text records, whilst maintaining the meaning of the text allowing supporting wider secondary use (e.g. clinical research / service improvement).

Clinical Coding

Fine-tuned Clinical Language AI to automate simple OP procedure and augment Clinical Coders improving throughput and efficiency with increased depth and breadth of coding.

Automated Alerting

Continually scan newly generated notes for important clinical events identifying and alerting clinicians of patients on specific drugs, that have specific comorbidity combinations or demographic features.

Population Health / Caseload Management Dashboards

Dashboards and analytics providing actionable intelligence for care teams. Visualise whole hospital populations through to caseloads and down to individual patients. Interactive analytics support a data mature organisation to make data informed decisions.

Features

Free / Open Source

API Subscription

Enterprise Subscription

Example EHR Data Pipelines

EHR integration (e.g. Epic, Cerner, custom EPR)

Flexible Deployment options (On-prem, private cloud, public cloud)

core library

Annotation tool

Workflow Tooling

AI Annotation guideline training / customisation

Tuned Clinical language AI on large NHS corpora

Flexible Deployment options (On-prem, private cloud, public cloud)

Clinical Coding tuned language AI models

Clinical Coding integration and model fine-tuning

Core library

Annotation tool

Tuned Clinical language AI on large NHS corpora

Flexible Deployment options (On-prem, private cloud, public cloud)

EHR integration (e.g. Epic, Cerner, custom EPR)

Flexible Deployment options (On-prem, private cloud, public cloud)

Example Alerts

EHR integration (e.g. Epic, Cerner, custom EPR)

Flexible Deployment options (On-prem, private cloud, public cloud)

Community support
(discourse, github issues)

Bespoke training and data integration

CogStack Information Retrieval & Extraction Platform

Arrange a free demo

Arrange a free no obligation demo and allow us to demonstrate how CogStack can transform your approach. Simply fill in the contact form, and we’ll schedule your demo.