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Updated: Jun 10, 2026

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关于医学图像分析基础模型的挑战和前景

Shaoting Zhang1, Dimitris Metaxas2

  • 1University of Electronic Science and Technology of China, Chengdu, Sichuan, China; Shanghai Artificial Intelligence Laboratory, Shanghai, China.

Medical image analysis
|October 19, 2023
PubMed
概括

基础模型,大规模预训练的人工智能,在医学图像分析方面取得了重大进展. 这些模型加速开发,减少数据需求,提高诊断准确性,同时保护患者的隐私.

关键词:
基金会模型 基金会模型

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Imaging Studies I: CT and MRI01:14

Imaging Studies I: CT and MRI

Introduction: MRI and CT scans are crucial advancements in medical imaging techniques, playing a vital role in diagnosing conditions related to the gastrointestinal (GI) system. Each scan serves distinct purposes, targets specific areas, and requires unique nursing duties.
Description of the Procedures
Computed Tomography (CT) scan:
Computed Tomography (CT) scans use X-ray technology to generate detailed images of bones, organs, and tissues. During the scan, the patient lies on a moving table...