case study

Predicting the Risk of Breast Cancer up to 5 Years in Advance

Deep learning gets under the skin of breast cancer.

KUNGFU.AI’s groundbreaking AI harnesses deep learning to predict breast cancer risk up to five years in advance, setting a new standard for accuracy, eliminating bias, and transforming early detection into life-saving action.

AI Solution(s)
Strategy
AI Modeling
Recruitment
Industry
Healthcare
Senior care, healthcare and caregiver with tablet, hospital and talking for diagnosis and helping

Revolutionizing breast cancer risk prediction with AI

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Vision

Radically improve breast cancer risk prediction using AI

Computer vision will fundamentally change how radiologists predict the risk of breast cancer, leading to improved accuracy and lives saved.

Challenge

Predict breast cancer risk using only image data

Unlike traditional methods that rely on patient metadata such as age, race, and medical history, our challenge was to develop an AI model that analyzes only radiological image data, eliminating biases that have plagued previous approaches.

Breakthrough

A generational shift in the ability to score breast cancer risk

Using radiological images from from diverse populations worldwide, we trained a highly accurate AI model capable of identifying early indicators of breast cancer risk with unmatched precision and reliability.

Outcome

Life-saving predictions, powered by FDA-approved AI

Our computer vision AI predicts a woman’s breast cancer risk up to five years in advance with unprecedented accuracy and significantly reduced bias compared to traditional methods. The model is currently under FDA review.

Screecap from the Today Show feature on Clairity
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We partnered with Clairity, Inc. to help bring their groundbreaking breast cancer risk model from research to real-world clinical use, enabling physicians to make earlier, more confident decisions for their patients. Watch the video to see how applied AI is transforming medical imaging into life-changing impact.

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Video Deep Dive

A look at the practical work behind bringing this AI system into clinical use, from shaping the problem to building technology that performs reliably in real healthcare environments. See how thoughtful strategy, rigorous engineering, and close collaboration turn cutting-edge research into meaningful patient impact.

See how KUNGFU.AI’s strategy-led engineering bridges strategy and execution for AI success.

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