and furthermore we applied a process of feature extraction on the area of interest of the images to obtain Haralick's Texture Features and perform classification of the disease using a neural network with good results on the classification of pneumonia X-ray images from healthy X-ray images.doi...
2D X Ray 分类 肺部 胸部 2 5856 .jpeg 图像尺寸统计 size 各维度最小值 [384,127] 各维度中值 [1304,872] 各维度最大值 [2916,2583] 标签信息统计 标签trainvaltest 正常 1341 8 234 病变 3875 8 390 可视化 正常样本1 正常样本2 病变样本1 病变样本2 文件结构 数据集的文件结构如下所示,包含三个不...
The suggested model was trained and evaluated using a dataset ofchest X-ray images. The results show that the overall accuracy, precision, recall, andF1-score are all 99%. The findings show that deep features produced accurate and consistentcharacteristics for pneumonia detection. Using the ...
Chest X-ray for Pneumonia Diagnosis,站酷海洛,一站式正版视觉内容平台,站酷旗下品牌.授权内容包含正版商业图片、艺术插画、矢量、视频、音乐素材、字体等,已先后为阿里巴巴、京东、亚马逊、小米、联想、奥美、盛世长城、百度、360、招商银行、工商银行等数万家企业级客户
COVID-19 图像从多个公开资源如 Github、德国医学院和 SIRM 收集而来,而正常及病毒性肺炎图像则来源于 Kaggle 的“Chest X-Ray Images (pneumonia)”数据库。所有图像均以 PNG 格式提供,其分辨率为1024×1024 像素或 256×256 像素。此数据集为从事 COVID-19 分类研究的学者提供了宝贵的参考资源。 数据集元...
Pneumonia ( film chest x-ray show alveolar infiltrate at right middle lung ) ( image for pulmonary tuberculosis . Mers-CoV . SARS ),站酷海洛,一站式正版视觉内容平台,站酷旗下品牌.授权内容包含正版商业图片、艺术插画、矢量、视频、音乐素材、字体等,已先后为阿里
As of the end of 2019, the world suffered from a disease caused by the SARS-CoV-2 virus, which has become the pandemic COVID-19. This aggressive disease deteriorates the human respiratory system. Patients with COVID-19 can develop symptoms that belong to the common flu, pneumonia, and ot...
X-ray 肺炎影像数据 本次实验使用来自广州市妇女儿童医疗中心的公开数据集,采集于Kaggle。数据集共有5863张x线图像(JPEG)和2个类别(肺炎/正常),分为训练、测试、验证(train、test、val)三个子集。 在分析胸片时,首先对所有胸片进行筛选,去除所有低质量或无法读取的扫描,以进行质量控制。图像的诊断结果由两名专家医...
Pneumonia ( film chest x-ray show alveolar infiltrate at right middle lung ) ( image for pulmonary tuberculosis Mers-CoV SARS ) ID: 391435174 收藏 加入清单 下载版权Puwadol Jaturawutthichai TIFF大小 39.8MB 格式JPG 编辑图片 以图搜图 大图:3456× 4028 像素·29.26 cm × 34.1 cm·300dpi·JPG ...
Pneumonia ( film chest x-ray show alveolar infiltrate at right middle lung ) ( image for pulmonary tuberculosis Mers-CoV SARS ) ID: 391435303 收藏 加入清单 下载版权Puwadol Jaturawutthichai TIFF大小 39.8MB 格式JPG 编辑图片 以图搜图 大图:3456× 4028 像素·29.26 cm × 34.1 cm·300dpi·JPG ...