Resources

AI is transforming radiology with advanced imaging analysis and faster diagnostics. Learn how smart data management enhances accuracy and supports research goals.

The Team at Brim Analytics

November 13, 2025

Discover how ChatGPT is transforming healthcare with AI-driven support, improving patient care, diagnostics, and operational efficiency across the industry.

The Team at Brim Analytics

November 7, 2025

Brim’s new Variable Scorecard helps teams design clearer, more consistent variables by automatically evaluating each one across Simplicity, Semantics, References, and Completeness. It gives instant, actionable feedback and concrete next steps for improvement. The result: faster iteration, higher-quality variables, and more reliable abstraction at scale.

The Team at Brim Analytics

October 31, 2025

Manual chart abstraction consumes more time and money than most research teams realize. We analyzed over 100 projects totaling 30,000+ hours of effort to show how quickly those costs grow. Use Brim’s interactive calculator to estimate your own abstraction workload and see how it compares.

The Team at Brim Analytics

October 29, 2025

Chart abstraction powers many aspects of healthcare, but is expensive, time-consuming, and error prone. Learn more about the process, challenges, outsourcing, and applications of AI.

The Team at Brim Analytics

October 15, 2025

Medical data extraction turns messy, unstructured clinical records into structured data that researchers and health systems can actually use. This post explores how manual abstraction, NLP, APIs, OCR, and generative AI each contribute to the process, and how Brim contributes to make chart abstraction faster, more accurate, and easier to scale.

The Team at Brim Analytics

October 9, 2025

This month’s Brim release gives you more control over complex variables with a redesigned variable screen, explicit referencing in prompts, the ability to ignore text and focus on inputs, and filters to include only the documents you want.

The Team at Brim Analytics

October 6, 2025

Explore how the integration of synthetic healthcare data and AI improves privacy, enhances research, and accelerates innovation in medical data analysis.

The Team at Brim Analytics

September 24, 2025

AI abstraction pipelines don’t stay accurate on their own. This post explores how to monitor for drift, review representative samples, and set smart thresholds so your workflows remain reliable as they scale.

The Team at Brim Analytics

September 18, 2025

Validating AI chart abstraction is critical, but doing it manually is slow, error-prone, and hard to measure. This post explores why validation matters, how Brim’s Validation Tool makes it faster and easier, and how you can know if your AI is truly ready for production.

The Team at Brim Analytics

September 16, 2025

Brim achieved 100% specificity in this medical research case study, identifying every stroke case after surgery.

The Team at Brim Analytics

September 15, 2025

One team reviewed 1,000 charts in a weekend using Brim’s AI-driven chart abstraction. Learn how speed and accuracy transformed their clinical workflow.

The Team at Brim Analytics

September 15, 2025

See how Brim accelerated drug repurposing with AI-powered chart abstraction, helping teams identify new indications faster and streamline clinical insights.

The Team at Brim Analytics

September 15, 2025

Most AI pilots fail before they ever deliver ROI. This post unpacks why DIY LLM wrappers break down at scale, from validation and drift to integration headaches, and explains how Brim powers reliable, clinician-ready abstraction across patients, documents, and sites.

The Team at Brim Analytics

September 5, 2025

July Release: Brim’s new Validation Tool helps you compare abstraction results to a golden dataset, giving you instant insight into accuracy and consistency. With seamless REDCap integration and variable referencing, Brim now supports a fully connected, end-to-end research workflow.

The Team at Brim Analytics

August 28, 2025

Curious how Brim actually turns messy clinical notes into structured, research-ready data? This post walks through each step of the process so you can see exactly how AI-guided abstraction works in practice. Whether you’re running clinical trials, registries, or retrospective studies, you’ll come away with a clear picture of how Brim can fit into your workflow.

The Team at Brim Analytics

August 20, 2025

Brim is celebrating 100 projects at Vanderbilt and the team effort it took to build a flexible chart abstraction platform across the institution.

The Team at Brim Analytics

August 12, 2025

Brim Analytics now offers full integration with REDCap, enabling researchers to streamline chart abstraction workflows from start to finish. Designed by researchers and backed by ARPA-H, Brim delivers faster, more accurate abstraction, empowering teams to focus on discovery instead of data wrangling.

The Team at Brim Analytics

August 7, 2025

July Release: Brim’s new Validation Tool helps you compare abstraction results to a golden dataset, giving you instant insight into accuracy and consistency. With seamless REDCap integration and variable referencing, Brim now supports a fully connected, end-to-end research workflow.

The Team at Brim Analytics

August 4, 2025

Brim uses Foundation Models to achieve high quality abstraction output in a portable, secure, and flexible way.

The Team at Brim Analytics

July 9, 2025

Learn how Bring Your Own LLM empowers healthcare organizations to adopt AI solutions securely, boosting chart abstraction accuracy and unlocking new clinical insights.

The Team at Brim Analytics

June 20, 2025

Explore the Four Cs of Chart Abstraction—completeness, consistency, clarity, and compliance—and how Brim’s AI-driven approach enhances each for better outcomes.

The Team at Brim Analytics

June 20, 2025

Medical research demands speed and flexibility. Learn how Brim delivers fast, adaptable chart abstraction to power smarter, more efficient clinical studies.

The Team at Brim Analytics

June 20, 2025

Learn why Brim Analytics was built—to accelerate the path to the next cure with AI-powered clinical data abstraction that’s faster, scalable, and more precise.

The Team at Brim Analytics

June 20, 2025

Brim Analytics prioritizes data security with a rigorous path to SOC 2 compliance, ensuring trust, transparency, and protection for healthcare data.

The Team at Brim Analytics

June 20, 2025

Manual and NLP-based chart abstraction methods are falling behind. Learn why AI-driven solutions like Brim offer greater speed, accuracy, and scalability.

The Team at Brim Analytics

June 20, 2025

Brim speeds up enrollment for fine-grained clinical trials with AI-driven chart abstraction, enabling faster, more targeted patient identification and recruitment.

The Team at Brim Analytics

June 20, 2025

Medical research deserves better than copy-paste. See how Brim turns monotonous chart review into an curation experience that engages your curiosity.

The Team at Brim Analytics

June 20, 2025

Brim’s Modular AI Abstraction streamlines medical chart data extraction with flexible, scalable solutions that enhance accuracy and improve clinical workflows.

The Team at Brim Analytics

June 20, 2025

How Brim's API enables digital transformation by seamlessly integrating with your tech stack and clinical notes to deliver data-driven insights.

The Team at Brim Analytics

June 20, 2025

Explore Brim’s May 2025 Feature Release—new tools that simplify complex retail data, enhance insights, and empower smarter, faster decision-making.

The Team at Brim Analytics

June 20, 2025