The richest source of multimodal clinical data for healthcare innovators
Dandelion Health is your gateway to millions of comprehensive longitudinal health records
Building the future of healthcare
Dandelion’s mission is to catalyze clinical innovation that works for everyone.
Clinical AI and precision medicine offer the potential for earlier diagnosis, personalized screening and prevention strategies, and more effective therapies. But clinical research is only as good as the data it’s built on. Dandelion Health partners with leading health systems to provide safe, ethical access to de-identified clinical data of unparalleled depth, quality, and diversity.
Dandelion helps innovators access the clinical data they need
AI Developers
Training
Train algorithms on a diverse, multi-site dataset that includes ground-truth outcomes and expert labels. Dandelion’s dataset includes every clinical modality captured in the course of normal clinical practice, enabling a vast array of predictive and prognostic use cases.
Validation
Validate the performance of existing or work-in-progress algorithms, including checks for bias across geographies, demographics, and machine types. Quarterly data refreshes allow for prospective studies and post-deployment monitoring for model drift.
Commercialization
Quantify the clinical and economic impact of your algorithm to demonstrate value to buyers and payers. Dandelion has data on entire populations, enabling realistic modeling of the real-world impact of deploying an algorithm in clinical practice.
Medical Devices
Research & Development
Link your device outputs to longitudinal patient outcomes in order to train predictive or prognostic algorithms that enhance the clinical utility of the device. This can support indication expansion or provide a strong business case for device upgrade.
Data Collection
In certain cases, Dandelion’s partner health systems can deploy medical devices in parallel with existing clinical workflows in order to collect unique datasets. These can be linked to the de-identified patient record to enable device manufacturers to train models to predict relevant patient outcomes.
Life Sciences
NEW: Click here to learn more about our GLP-1 Data Library
Market Expansion
Use Dandelion’s access to unstructured clinical data (e.g., clinical notes, ECG waveform, radiology image) to go beyond the provider’s diagnosis. You can use Dandelion data to identify undiagnosed patients or sub-populations within approved indications that benefit from your therapy.
Market Research
Use raw, de-identified provider notes to conduct prescriber profiling to understand prescribing behavior and build personas for personalized marketing approaches. This provides a cost-effective and unfiltered alternative to traditional market research approaches such as focus groups and surveys.
Predictive Biomarkers
Identify predictive/prognostic biomarkers to identify patients at risk of developing a condition or progressing rapidly in order to structure more efficient clinical trails. Dandelion’s dataset is uniquely suited for this research since it covers all modalities that are used in the normal course of clinical care.
Synthetic Control Arms
Reduce clinical trial costs and required patient numbers by implementing a synthetic control arm. Apply trial inclusion/exclusion criteria to existing EHR data for RWE patients, then run analysis of patient performance on comparator drugs to demonstrate investigational drug efficacy/superiority.
Dandelion makes it easy to source clinical datasets
Fast Access
Because Dandelion has already sourced, cleaned, and centralized the data, our curation process takes days, not months (or longer).
Single Source
You can source representative data from multiple sites and expert annotation services through a single contract with Dandelion.
