医学超声AI之临床应用研究

Clinical application study of medical ultrasound AI

基于AI的科学研究基本过程

The basic process of AI-based scientific research

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超声人工智能肺炎辅助诊断技术


肺部超声典型征象

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一、急救重症 - 肺部超声

1. 肺超声图像自动评分--类主动迁移学习模型、IMT-LUSS模型
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一、急救重症 - 肺部超声

2. 肺超声图像各征象独立分析—胸膜线定性定量分析

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一、急救重症 - 肺部超声

3. 肺超声图像各征象独立分析—A线自动化检测
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一、急救重症 - 肺部超声

4. 肺超声图像各征象独立分析—B线半定量分析
(基于B线的肺水肿等级评估 )
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一、急救重症 - 肺部超声

4. 肺超声图像各征象独立分析—B线自动计数
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一、急救重症 - 肺部超声

4. 肺超声图像各征象独立分析—影像组学新冠肺炎超声B线与白肺分类
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一、急救重症 - 肺部超声

5. 基于深度学习的肺部超声四种征象智能分类
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一、急救重症 - 肺部超声

6. 肺超声视频分析
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一、急救重症 - 肺部超声

7. 肺部CT影像智能分析
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一、急救重症 - 肺部超声

8. 基于胸片的端到端肺炎智能诊断模型
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一、急救重症 - 肺部超声

9. 超声气胸自动识别
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一、急救重症  - 下腔静脉自动测量技术

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一、急救重症 - 视神经鞘直径自动测量预测颅内压

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一、急救重症 - 基于流体动力学模型的无创颅内压监测

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二、心脏 - 儿童房间隔缺损的自动识别

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三、产科 - 无创超声胎儿肺部成熟度评估技术

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四、骨科 - 基于机器学习的椎弓根螺钉钉道超声图像评估方法研究、超声骨折检测

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五、中医 - 超声脉诊 

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六、肿瘤 - 基于影像组学的三阴性乳腺癌辅助诊断部成熟度评估技术、甲状腺滤泡癌智能辅助诊断

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七、消化 - 胃肠道间质瘤

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