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Enhanced Target Detection in Medical Imaging

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Created November 11, 2025

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Check out this video I made with revid.ai

https://www.revid.ai/view/enhanced-target-detection-in-medical-imaging-Z6pUbvUgvPvPlTj9vuiu

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Video Transcript

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We built an AI that’s way better at finding targets in medical images, just by teaching

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it how to pay attention. Manually segmenting medical images takes experts a ton of time and isn't always

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perfect. Existing AI models are good, but they often waste resources on irrelevant

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background information. So we created CBAM-Unet++. We took a solid architecture, Unet++,

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and added a lightweight "CBAM" attention module. This module helps the network learn

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what to focus on and what to ignore, using both channel and spatial attention to pinpoint the

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target. The result is a more targeted and accurate model that can find what it’s

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looking for with less distraction.

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