PicnicHealth is powered by PicnicAI

PicnicAI unlocks the Universal Patient Record to empower patients and enable them to contribute to research

100%

U.S. EMR Coverage

40+

diseases in 10+ therapeutic areas

50+

publications

How it works

We unlock meaningful insights from medical records

Enroll

Patients join PicnicHealth and enroll in research

Patients sign an informed consent form to enroll in a study, enabling them to anonymously contribute their data to research of their choice.

Streamlined Research Participation

  • 100K+ patient journeys mapped
  • 79 Patient Net Promoter Score (NPS)
Map

Patients’ complete medical journeys, unlocked

PicnicAI identifies everywhere the patient has received care.

Data Collected

  • Records from 100K+ ambulatory and inpatient sites in all 50 states
  • 80+ Specialties and subspecialties
Retrieve

Full medical records across all sites of care

PicnicAI retrieves all medical records, irrespective of care setting, data type, and file format.

Rapid Data Collection Across Sites

  • 32M+ notes retrieved to date
  • Records spanning 50+ years of care
Structure

AI-driven structuring of data

Our personalized and fine-tuned medical LLM is the most accurate model for structuring records and identifying key data elements based on your research needs.

Heterogeneously Trained Model

  • 350M+ clinical endpoint labels
  • Diverse patient populations
  • 3X better performance than GPT-4 for clinical named entity recognition
  • 47% better performance than leading medical LLMs when abstracting over records
Explore Analysis
Abstract

Meaningful insights based on your research needs

By combining information across your patient population's records, we can transform data into meaningful insights.

Stronger Insights

  • 50+ publications
  • FDA submission
  • Research in 40+ diseases and 10+ therapeutic areas
Explore Publications

Faster, more efficient, and stronger insights

Fast Access and Retrieval

We’ve built pipelines with every major care site to retrieve a medical record from anywhere.

High Quality Insights

Our experienced team of epidemiologists, clinicians, and biostatisticians combined with programmatic quality controls and PicnicAI’s industry-leading LLM ensures high quality and meaningful insights based on your research questions.

Flexible

PicnicAI’s efficient mapping, structuring, and abstraction capabilities enable flexible, painless updates as new research questions arise.

Increased Patient Engagement

By providing curated records back to patients, PicnicAI enables 98% patient retention year-over-year.

Resources

Publication
5
 min read
LLMD: A Large Language Model for Interpreting Longitudinal Medical Records
This preprint introduces LLMD, a large language model (LLM) that uses medical records to characterize patient health over time, and isdeployed today in applications that improve health outcomes andpower clinical research. Along with general medical knowledge,LLMD is trained on labeled longitudinal medical records, givingit unique advantages over LLMs trained on knowledge alone, onunlabeled records, or on records from a single health system. Weshow that LLMD learns to make nuanced connections in information covering years of patient care documented across facilities,and that these are critical to real-world accuracy
PicnicAI
3
 min read
Building a Personal Medical AI
An overview of structuring, abstraction and all the nuance that comes with building a personalized medical AI.
Blog
4
 min read
The Role of AI in Observational Research | Q&A with PicnicHealth Chief Technology Officer and Co-founder, Troy Astorino
This week PicnicHealth unveiled PicnicAI, an AI-driven platform designed to rapidly unlock universal medical records and deliver accurate insights for patients and life science companies.