目前规模最大的肺部X光数据库ChestX-ray14 是由NIH研究院提供的,该数据库包含 14 种肺部疾病(肺不张、变实、浸润、气胸、水肿、肺气肿、纤维变性、积液、肺炎、胸膜增厚、心脏肥大、结节、肿块和疝气)的 10 多万张 X光前视图(约42G),研究人员对数据采用NLP方法对图像进行标注,1-14类分别对应14种肺部疾病,第...
Jupyter Notebook Segmentations for NIH Chest-XRay14 dataset medical-imagessegmentation-maskschest-x-ray14 UpdatedAug 18, 2020 Add a description, image, and links to thechest-x-ray14topic page so that developers can more easily learn about it....
2D X Ray 分类 肺部 胸部 7 5933 .jpeg 图像尺寸统计 size 各维度最小值 [384,127] 各维度中值 [1214,937] 各维度最大值 [4248,3480] 标签信息统计 标签traintest Normal(正常) 1342 234 Pnemonia-Stress_Smoking-ARDS(肺炎-压力_吸烟-ARDS) 2 0 Pnemonia-Virus(肺炎-病毒) 1345 148 Pnemonia-Virus-...
ChestX-ray14 is a medical imaging dataset which comprises 112,120 frontal-view X-ray images of 30,805 (collected from the year of 1992 to 2015) unique patients with the text-mined fourteen common disease labels, mined from the text radiological reports v
This is my project for Thoracic Classification using explicit attention mechanism by lung segmentation on ChestX-ray-14 dataset for 14 different lung diseases (i.e. Atelectasis, Cardiomegaly, Effusion, Infiltration, Mass, Nodule, Pneumonia, Pneumothorax, Consolidation, Edema, Emphysema, Fibrosis, Pleur...
在此背景之下，上海交通大学与上海人工智能实验室联合团队探索了基于医学知识增强的基础模型预训练方法，发布了首个胸部 X-ray 的基础模型，即 KAD（Knowledge-enhanced Auto Diagnosis Model）。该模型通过在大规模医学影像与放射报告数据进行预训练，通过文本编码器对高质量医疗知识图谱进行隐空间嵌入，利用视觉 - 语言...
内容提示: X光胸透 Chest X-ray A chest x-ray is a picture of your chest that shows your lungs, heart and bones of your chest and spine. This test is quick and painless, and is often done to check for breathing or heart problems. If you are pregnant, or think you might be, tell ...
说起chestx-ray.com这个网站,我们不得不提这位著名影像学家 Dr. Jud W. Gurney Dr. Jud W. Gurney是chestx-ray.com的发起者和创始人。他是世界著名的胸部放射学家,工作于内布拉斯加大学医学中心放射科。 Gurney博士构想并发展了chestxray.com这一个开源...
B is also for thebody wall- soft tissues outside of the chest. This is an easily overlooked part of the chest x-ray and it should be checked for swelling, masses and other things. B也指体壁(Body wall), 即胸部外侧的软组织; 这是X光片检查中常被忽视的地方, 检查时要注意是否有肿胀、肿块...
lesson 1主要介绍一下胸部X光片的成像原理(如何理解X光片上的bright&dark)以及三种常见的成像视角。 一.胸部X光片成像原理 通常情况下,拍片时是以下状态:X射线从源中射出,其中一部分会穿过患者,另一部分会被患者的器官和组织吸收,(还有一些没穿过患者的直接散射到X图像上)通过这种方式来产生内脏器官的阴影。