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A framed cone-beam CT cross-section of the skull with bright cupping and streaks at its edges, presented as gallery art

08 Oct Painting Back the Edge of the Scan: How Diffusion AI Erases CBCT Truncation Artifacts

Posted at 12:22h in Dental Imaging by Raymond 0 Comments
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When a patient's anatomy spills past the edge of a cone-beam CT detector, the reconstruction cups and streaks where the data ran out. A new conditional diffusion model restores those missing measurements in the raw projections, delivering markedly cleaner scans with no new hardware and...

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A rendered dental CBCT jaw volume displayed as framed art on a gallery wall

30 Sep The Dose You Don’t Take: Deep-Learning Reconstruction and the Craft of the Low-Dose Dental Scan

Posted at 16:58h in Dental Imaging by Raymond 0 Comments
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Low dose means a noisy scan. A new class of deep-learning reconstruction rebuilds a clean, diagnostic cone-beam image from a fraction of the radiation — and asks us to read a picture the algorithm partly inferred....

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A gallery wall of small framed dental images arranged in a grid, progressing from faint and grainy to crisp and luminous

30 Aug Two Hundred Patents Deep: What a Two-Decade Portfolio Reveals About How the Dental Image Learned to See

Posted at 10:37h in Dental Imaging by Raymond 0 Comments
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A single vendor recently tallied two decades of dental-imaging patents - hundreds of filings, a couple hundred granted. Read as more than a press release, it is a map of how the dental image was engineered, invention by patient invention....

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