基本信息:
- 专利标题： CLASSIFICATION MODELS FOR ANALYZING A SAMPLE
- 申请号：PCT/IB2020/061732 申请日：2020-12-10
- 公开(公告)号：WO2021116960A1 公开(公告)日：2021-06-17
- 发明人： ZAIT, Amir , GLUCK, Dan , HOURI YAFIN, Arnon , BRAILOVSKY, David , ESHEL, Yochay Shlomo , LEVY, Sarah , POLLAK, Joseph Joel
- 申请人： S.D. SIGHT DIAGNOSTICS LTD
- 申请人地址： 23 Menachem Begin Rd, Floor 15
- 专利权人： S.D. SIGHT DIAGNOSTICS LTD
- 当前专利权人： S.D. SIGHT DIAGNOSTICS LTD
- 当前专利权人地址： 23 Menachem Begin Rd, Floor 15
- 代理机构： BEIDER, Joel
- 优先权： US62/947,004 2019-12-12
- 主分类号： G06K9/00
- IPC分类号： G06K9/00
摘要：
Apparatus and methods are described including analyzing one or more microscopic images of the blood sample using a machine-learning classifier. An entity within the one or more microscopic images is identified using a first classification model, and a first estimated concentration of the entity within the sample is determined, based upon the entity as identified using the first classification model. The entity is identified within the one or more microscopic images using a second classification model, and a second estimated concentration of the entity within the sample is determined, based upon the entity as identified using the second classification model. The first and second estimated concentrations are compared to each other, and, in response to the comparison, a hybrid classification model that is a hybrid of the first and second classification models is used. Other applications are also described.
IPC结构图谱:
| G | 物理 |
| --G06 | 计算；推算；计数 |
| ----G06K | 数据识别；数据表示；记录载体；记录载体的处理 |
| ------G06K9/00 | 用于阅读或识别印刷或书写字符或者用于识别图形，例如，指纹的方法或装置 |