How does Flatiron get its patient data?

Through direct integration with electronic health records (EHR) systems at a network of cancer clinics and hospitals, with patient consent and rigorous data abstraction processes.

Can I use Flatiron's data for my own AI models?

Yes, their datasets are designed to power machine learning and AI research. They provide structured, real-world data suitable for training predictive models.

What makes their data 'high-fidelity'?

A hybrid model: AI and machine learning pre-process raw EHR data, which is then validated and curated by trained human abstractors (often nurses or oncology specialists).

What is the 'NSCLC Panoramic Dataset'?

A specific, expanded dataset for Non-Small Cell Lung Cancer that includes comprehensive biomarker and molecular testing data, designed for large-scale precision medicine research.

How is Flatiron different from public databases like SEER?

Flatiron data is longitudinal (follows patients over time), sourced directly from EHRs for richer clinical detail, and updated continuously, unlike static, claims-based public registries.

Does Flatiron offer an API for developers?

Access is not via a public API. It requires establishing a partnership or licensing agreement. Integration is typically at the institutional level.

Directory/Search/Healthcare Analytics/Flatiron Health

Flatiron Health

Flatiron Health is a healthcare technology and data company focused exclusively on oncology. It aggregates high-fidelity, real-world clinical data from cancer patients globally, transforming it into actionable insights for life sciences research and point-of-care decision-making. The platform uses AI powered by human expertise to accelerate research, inform over 2,000 publications, and guide high-stakes clinical decisions in the oncology ecosystem.

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Added on

Sep 21, 2026

Oncology RWDReal-World EvidenceAI AnalyticsClinical Data CapturePrecision Medicine ResearchOncology Practice Tools

Product information

Everything worth knowing about Flatiron Health

The complete picture — from everyday features to the technical detail builders and IT folks dig for.

Core features

What it actually does

Oncology-Focused Real-World Data Engine

Captures and transforms clinical data from millions of cancer patients globally into actionable insights for the oncology ecosystem.

Real-World Evidence Generation

Produces high-fidelity real-world data (RWD) that has informed over 2,000 peer-reviewed publications, supporting clinical research and decision-making.

AI-Powered Analytics

Combines data with AI models (like LLMs for thematic analysis) to accelerate insights, predict outcomes (e.g., rapid progression), and support precision medicine.

Point-of-Care Solutions

Provides oncology practices with tools for clinical data capture, revenue cycle management, and operational support.

Technical capabilities

Dataset Products

Offers structured, de-identified datasets (e.g., NSCLC Panoramic with comprehensive biomarker data models) for advanced research.

Human-AI Collaborative Curation

Data processing involves human expertise to ensure fidelity, creating a feedback loop that improves AI model accuracy over time.

Must watch videos

AI vs Cancer: Inside Flatiron Health’s Data Revolution

29:48

Comparison29:48

AI vs Cancer: Inside Flatiron Health’s Data Revolution

Today on the ThinkData Podcast, I’m joined by Dr. Aaron Cohen from Flatiron Health, where he utilizes real-world data and AI to transform cancer research. We explore how AI is uncovering insights hidden in patient records, tackling bias and fairness in oncology research, and how Flatiron balances innovation with patient privacy across a global network of hospitals. Please visit our website to get more information: http://www.mydataworks.io/ 🔔𝐃𝐨𝐧'𝐭 𝐟𝐨𝐫𝐠𝐞𝐭 𝐭𝐨 𝐬𝐮𝐛𝐬𝐜𝐫𝐢𝐛𝐞 𝐭𝐨 𝐨𝐮𝐫 𝐜𝐡𝐚𝐧𝐧𝐞𝐥 𝐟𝐨𝐫 𝐦𝐨𝐫𝐞 𝐮𝐩𝐝𝐚𝐭𝐞𝐬. https://www.youtube.com/@thinkdatapodcast/?sub_confirmation=1 ✅ Important Link to Follow 🔗 Listen to the ThinkData Podcast for insights on building the future of work with Data & AI! https://thinkdata.captivate.fm/ 🔗 Stay Connected With Us. LinkedIn: https://www.linkedin.com/in/alexhutchings/ Website: http://www.mydataworks.io/ 📩 For business inquiries: alex@mydataworks.io ============================= 🎬Suggested videos for you: ▶️ https://www.youtube.com/watch?v=0jcoJtyQxdM ▶️ https://www.youtube.com/watch?v=wDHJTd2LOlE ▶️ https://www.youtube.com/watch?v=ZYr1LMpIjOQ ▶️ https://www.youtube.com/watch?v=_PBnYw5C4jA ▶️ https://www.youtube.com/watch?v=HmpOwU6JlB0 ▶️ https://www.youtube.com/watch?v=TCDZchFXDAc ▶️ https://www.youtube.com/watch?v=IaDKWReZYC4 ▶️ https://www.youtube.com/watch?v=52ZcPUzplzM ▶️ https://www.youtube.com/watch?v=rPY5xvS6IOo ▶️ https://www.youtube.com/watch?v=mfqz5sNSa7w ================================= ✅ About ThinkData Podcast by Dataworks. Welcome to the ThinkData Podcast, brought to you in partnership with Dataworks. If you're keen to stay ahead of the curve on the latest breakthroughs in Artificial Intelligence and Data, and want a behind-the-scenes look at how top companies and founders are building and scaling world-class AI products, you’re in the right place. Each episode, we’ll sit down with visionary founders, product leaders, and industry experts from some of the most exciting AI and Data startups around the globe. Together, we’ll unpack real strategies, hard lessons, and bold ideas driving the next generation of innovation. So join the conversation, and let’s explore the future of Data & AI together. For Business inquiries, please use the contact information below: 📩 Email: alex@mydataworks.io 🔔 Hit subscribe and don’t miss out on latest breakthroughs in AI & Data, behind-the-scenes looks at AI products, and expert interviews! https://www.youtube.com/@thinkdatapodcast/?sub_confirmation=1 🔍 20 Related Phrases AI in oncology, real-world data in healthcare, ethical AI, precision medicine, oncology data platforms, healthcare innovation, data-driven research, AI for good, clinical insights, patient privacy, data interoperability, Roche ecosystem, digital health, machine learning in medicine, medical AI, responsible innovation, healthcare data science, predictive analytics in cancer, AI fairness, health equity. 🚀 50 Hashtags #AI #HealthcareAI #Oncology #CancerResearch #DataScience #HealthTech #DigitalHealth #MachineLearning #RealWorldData #FlatironHealth #PrecisionMedicine #LifeSciences #EthicalAI #HealthInnovation #ClinicalData #AIinHealthcare #BigData #PatientPrivacy #HealthEquity #AIForGood #DataDriven #MedTech #DataEthics #ResponsibleAI #CancerCare #MedicalAI #HealthData #Innovation #PharmaTech #OncologyResearch #HealthcareInnovation #AIInMedicine #DataPlatform #Biotech #DataForHealth #AIResearch #HealthcareTransformation #DataScienceInHealthcare #PredictiveAnalytics #ResearchEthics #GlobalHealth #AIinOncology #HealthAnalytics #CancerTechnology #HealthcareFuture #Roche #AITransparency #HealthTechInnovation #ClinicalResearch #ThinkDataPodcast

Flatiron Health's AI-Driven Approach to Personalized Medicine

27:13

Tutorial27:13

Flatiron Health's AI-Driven Approach to Personalized Medicine

What if the power to transform healthcare lay in the very data we've been collecting all along? Join us for an illuminating conversation with Will Shapiro, the Chief of AI and Data Science at Flatiron Health, as he shares his remarkable journey from music recommendation systems to the vanguard of personalized medicine. Will unpacks how Flatiron Health is reshaping cancer research and patient care through machine learning and an unwavering focus on personalization. By tapping into vast amounts of patient data, the company aims to enhance cancer care by learning from each patient's experience, offering insights into his inspiring career path that underscores a commitment to change through technology. Explore the transformative role of AI in healthcare, particularly when leveraging real-world data to surpass traditional clinical trial limitations. This wealth of information provides a more nuanced understanding of patient populations, allowing for personalized medicine that considers diverse elements like comorbidities and lifestyle. Throughout our discussion, we stress the importance of validating AI models to navigate challenges like model hallucination and highlight the critical value of data privacy and consent. Will shares how AI is making strides in cancer care by identifying suitable candidates for clinical trials, effectively broadening access to pioneering treatments. As our conversation unfolds, we delve into the significance of collaboration in healthcare AI, spotlighting strategic partnerships with leading tech companies and academic institutions. Will expresses his enthusiasm for the potential of large language models in revolutionizing data extraction from unstructured documents. We also debate the merits of specialized healthcare-trained models versus using general models, as well as the exciting prospects of emerging technologies like agentic design and digital twins. #AI #Healthcare #Cancer #Healthtech #digitalhealth

6:24

Tutorial6:24

Can You Refuse AI in Your Medical Care?

Should patients be able to opt out of AI in their care? Dr. Stephen Speicher, Head of Clinical Oncology and Safety at Flatiron Health, dives into the evolving ethics of informed consent as AI becomes increasingly embedded in medical workflows. From regulatory trends to future standards of care, he examines how clinicians and patients can navigate transparency, autonomy, and shared responsibility. Connect with Dr. Speicher: https://www.flatiron.com/about/leadership/stephen-speicher-md Host: https://sjunejamd.com/ Watch now to explore the future of informed consent and AI in healthcare. - - - -TimeStamps - - - - 00:00 Introduction 00:49 The Evolving Role of Patients in Healthcare 02:01 Regulatory Perspectives on AI in Healthcare 03:55 Challenges in Integrating AI into Healthcare - - - - - - - - #aiandhealthcare #ethics #medicine #healthcaredata — ABOUT DR. STEPHEN SPEICHER — Dr. Stephen Speicher is a pediatric hematologist and oncologist, healthcare IT and innovation expert and healthcare systems engineer. He is focused on improving quality and safety in healthcare delivery through technology. Dr. Speicher currently serves as a Senior Medical Director and head of Healthcare Quality and Safety at Flatiron Health working to create innovative products to drive value for oncologists and oncology patients. Additional listening channels, at xcures.com/ai-and-healthcare "Views expressed by Dr. Juneja, Mr Newton, and guests are solely their own and are not attributable to xCures, or any of our guests' affiliations."

Who uses it

Real use cases, no hype

Real-World Evidence Research

Power oncology clinical trials and post-market studies with massive, curated patient datasets.

Clinical Trial Optimization

Identify eligible patient populations faster and predict trial outcomes using historical real-world data.

Healthcare Analytics

Generate insights on treatment patterns, biomarker testing rates, and clinical outcomes at scale.

Point-of-Care Decision Support

Deliver actionable insights directly within clinical workflows to support treatment decisions.

Pharmaceutical Commercial Strategy

Leverage oncology market data to inform product positioning and competitive intelligence.

Academic Publication

Access validated real-world data to produce high-impact peer-reviewed research.

Precision Medicine Research

Analyze comprehensive biomarker and genomic data to advance targeted therapy development.

What's great

Dominant real-world oncology dataset
Direct EHR integration for point-of-care
AI-powered insights from human-curated data
Extensive publication record validates data quality

Technical strengths

Hybrid AI-human curation pipeline ensures high fidelity
Panoramic datasets enable large-scale biomarker analysis

Where it falls short

Opaque pricing; not self-service
Primarily focused on US oncology market
Requires institutional partnership, not for solo devs

Technical limitations

Clinical workflow integration can be complex
Data access governed by strict compliance protocols

For technical folks

The deep-dive specs

FAQ

Includes technical Q&A

Primarily for life sciences companies (pharma, biotech), academic researchers, and healthcare systems. It's an enterprise platform, not a tool for individual developers or small practices.

Traffic Insights

Monthly Visits

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October 2026

Growth Rate

vs last month

Dominance

in Search

Top Country

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Top Countries Breakdown

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Growth Trend

Stable

Traffic has remained stable.

Pricing overview

Paid Pricing

Flatiron Health Pricing

Flatiron Health uses a paid pricing structure. Real-time rates, custom enterprise quotas, and plan details are managed directly on their official platform.

Check Pricing on Flatiron Health

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