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AbdomenAtlas 3.0

AbdomenAtlas 3.0 is the first publicly available high‑quality abdominal CT scan dataset with paired radiology reports. The database contains over 9,000 CT scans and their radiology reports, together with voxel‑level annotations of liver, kidney and pancreas tumors.

Updated 12/2/2024
github

Description

RadGPT Dataset Overview

Dataset Introduction

  • Name: AbdomenAtlas 3.0
  • Type: Abdominal CT Scan Dataset
  • Features: First publicly released high‑quality abdominal CT scan dataset with paired radiology reports.

Data Content

  • Number of CT Scans: Over 9,000
  • Number of Reports: Paired radiology reports
  • Annotations: Voxel‑level annotations of liver, kidney and pancreas tumors

Model

  • Model Name: RadGPT
  • Function: Segmentation‑based report generation model
  • Performance: Significantly outperforms current state‑of‑the‑art abdominal CT report generation models

Release Plan

  • Status: Upcoming release

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Topics

Medical Imaging
Tumor Detection

Source

Organization: github

Created: 11/25/2024

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