Pangaea’s Novel AI Predicts Length-of-Stay & Risk of Mortality for Patients in the ICU

  • Microsoft has invited Pangaea to showcase at HIMSS23 in Chicago, 17th – 21st April 2023.

SAN FRANCISCO--()--Pangaea Data, provider of a novel Artificial Intelligence (AI)-driven product for characterizing patients by mapping their journey and disease trajectories in a privacy-preserving and scalable manner, today announces the publication of their product capabilities for characterizing patients to accurately predict length-of-stay and risk of mortality in the intensive care unit (ICU) with 85% precision.

These results have been published in the British Medical Journal (BMJ) Health & Care Informatics (Volume 29, Issue 1).

Pangaea’s outputs and new insights were validated by clinicians. These findings and novel AI capabilities are critical for clinicians to visualize patient journeys and trajectories, which can be applied in real-time to prospective patient records for patient monitoring, early diagnosis, and treatment. This is essential for hospitals to efficiently manage resources, such as ICU beds, staff and supplies, and for improving patient outcomes.

Dr. Rick Sax, Former Senior Vice President at IQVIA, AstraZeneca and Merck, said: “The results of this publication highlight the efficacy of Pangaea's novel product in utilizing existing patient records to capture clinically validated insights, including comorbidities, and accurately mapping patient journeys and predicting prognosis. This capability is an important step forward for improving patient outcomes, reducing healthcare costs, and enhancing the overall quality of patient care, especially in a critical care setting.”

Dr. Vibhor Gupta, Founder at Pangaea, said: These findings demonstrate how novel AI can actively improve patient outcomes and help hospitals recognize quick wins through improved resource management, based on existing data.”

About Pangaea:

Pangaea is a South San Francisco and London based provider of a novel AI-driven product for characterizing patients across hard-to-diagnose conditions in a privacy-preserving and scalable manner. This has clinically proven to discover 22x more undiagnosed, misdiagnosed and miscoded patients; discover new insights; halve treatment costs; and drive sustainable collaborations between healthcare and the pharmaceutical industry. The founders (Dr. Vibhor Gupta and Prof. Yike Guo) have attracted over $200 million through their research. The company is advised by Lord David Prior (former Chairman of NHS England), Mr. Andy Palmer (former Head of Systems Integration at Novartis), Dr. Thomas Dyrberg (former Managing Partner, Novo Holdings) and has published its work in high-impact, peer-reviewed journals and conferences, available at


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Release Summary

This publication demonstrates Pangaea’s novel product capabilities for characterizing patients and predicting outcomes in the ICU with 85% accuracy.


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