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license: cc-by-nc-3.0
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This repo contains the checkpoints for OminiAbnorm-CT, a multi-modal generative model for grounded abnormality analysis on CT images from multiple planes and all human body regions.
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It
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- Visual prompted report generation:
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- Grounded report generation: Ground and
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- Text-guided grounded report generation: Detect, ground and
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It is built on **[OminiAbnorm-CT-14K](https://huggingface.co/datasets/zzh99/OminiAbnorm-CT-14K)**, the first large-scale dataset designed for abnormality grounding and description on multi-plane whole-body CT imaging.
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It contains 14.5K CT images with grounding annotation for 19K abnormal findings.
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Each abnormal
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 and [github repo](https://github.com/zhaoziheng/OminiAbnorm-CT) for more details.
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license: cc-by-nc-3.0
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---
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This repo contains the checkpoints for OminiAbnorm-CT, a multi-modal generative model for grounded abnormality analysis on CT images from multiple planes and all human body regions.
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It supports three representative tasks:
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- Visual prompted report generation: Interpret an abnormality marked by a red bounding box, ellipse, contour, or cropped region.
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- Grounded report generation: Ground and interpret all abnormalities on the CT image.
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- Text-guided grounded report generation: Detect, ground and interpret a specific abnormality on the CT image.
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It is built on **[OminiAbnorm-CT-14K](https://huggingface.co/datasets/zzh99/OminiAbnorm-CT-14K)**, the first large-scale dataset designed for abnormality grounding and description on multi-plane whole-body CT imaging.
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It contains 14.5K CT images with grounding annotation for 19K abnormal findings.
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Each abnormal finding is further linked to the detailed description in the report, and categorized according to a comprehensive hierarchical taxonomy.
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Check our [paper](https://www.arxiv.org/abs/2506.03238) and [github repo](https://github.com/zhaoziheng/OminiAbnorm-CT) for more details.
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