
02/10/2025
A research team led by Professor Sang-Wook Lee of the Department of Anesthesiology and Pain Medicine at AMC and Professor Jungyo Suh of the Department of Urology at AMC, has developed an AI model that diagnoses kidney diseases from CT scans while keeping patient data fully encrypted. 👨⚕️ 🌟
The AI model, built with the CKKS homomorphic encryption scheme, accurately classified kidney CT scans while keeping data fully encrypted. Despite larger file sizes and slower processing, GPU support allowed analysis within minutes, demonstrating secure and efficient medical image diagnosis. 💻🔒
Published in ‘Radiology: Artificial Intelligence’, the study highlights the potential of encrypted AI models to become the standard for privacy-preserving medical image analysis, ensuring both diagnostic accuracy and data security. 📊 🤖
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▲ (From left) Professor Sang-Wook Lee of the Department of Anesthesiology and Pain Medicine at Asan Medical Center and Professor Jungyo Suh of the Department of Urology at Asan Medical Center