JAMIA Publication:The Potential and Pitfalls of using a LLM as a Clinical Assistant

Predicting Length-of-Stay & Risk of Mortality for ICU Patients

Pangaea Data Awarded Top Tier Co-Sell Partnership Status by Microsoft

Pangaea Named ‘Digital Solution of the Year’ by UK Government’s Department for International Trade

WHITEPAPER: How can Pharmaceutical & Healthcare Providers Collaborate in a Financially Sustainable & Scalable Manner to Improve Patient Outcomes?

A breakthrough AI for intelligence
extraction from

OUR APPROACH

Our unsupervised AI extracts all intelligence from both structured and unstructured textual data to provide doctors and researchers with a full picture of an individual’s health.

step ONE
Find symptoms and clinical features from medical data and written information
step two
Model relationships between clinical features to stratify patients with high precision
step three
Find more and previously undiagnosed patients suitable for therapeutic intervention and research
Step 1
Step 2
Step 3
step ONE
Find symptoms and clinical features from medical data and written information
step two
Model relationships between clinical features to stratify patients with high precision
step three
Find more and previously undiagnosed patients suitable for therapeutic intervention and research

What makes Pangaea unique?

THE BENEFITS

Why do clinicians & scientists use Pangaea’s AI?

Find & connect with more patients at scale
Find more patients (including undiagnosed ones) with specific clinical features, either for existing therapies, or to improve screening success rates during clinical trials or to discover new drug targets. Connect with these suitable patients at scale & in a privacy compliant manner.
Improve patient outcomes through early detection & more accurate diagnosis
Improve patient outcomes through the precise and fast extraction of clinical features from patient data, laboriously captured by clinicians. This helps clinicians accurately diagnose and detect patients who are at risk earlier.
Make your data more useful for end users in the context of their scientific and clinical needs at scale
Make your existing patient data more useful for improving outcomes and unlock new opportunities for collaboration with leading scientists by extracting intelligence from such data.
Assure privacy compliance through a federated framework
Maintain the highest levels of patient privacy with our novel federated approach which does not require access to a patient’s private information.
Access our learning network
Apply our AI algorithms to build models for specific diseases which continually improve with feedback from clinicians.
COMPETITIVE ADVANTAGES

How do we compare to existing solutions?

Product

Scalability

Contextual Semantics

Hierarchichal Relationship

Robustness (Polysemy, OOV)

Speed

Accuracy

Primary Language

Federated Network & Privacy

EHR Access

Requires Less Data To Start

Keyword based Information Retrieval

Limited

Slow

Limited

English

Supervised or Rule based NLP

Limited

N/A

N/A

English, Spanish

Unsupervised NLP

50x

Higher by 87.5%

Multi-Lingual

Over 500M Records

READ MORE

Explore research papers
by the Pangaea team

Our product is based on 20 years of peer reviewed and published scientific research supported by over £130m of research funding. Unlike other solutions that operate as black boxes, our work is publicly validated by leading third party clinicians and scientists.

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