基于深度学习的新型冠状病毒肺炎(COVID-19)智能影像分类分级系统的开发和应用

注册号:

Registration number:

ChiCTR2000030830 

最近更新日期:

Date of Last Refreshed on:

2020-03-15 18:33:02 

注册时间:

Date of Registration:

2020-03-15 00:00:00 

注册号状态:

补注册

Registration Status:

Retrospective registration

注册题目:

基于深度学习的新型冠状病毒肺炎(COVID-19)智能影像分类分级系统的开发和应用

Public title:

Development and application of novel coronavirus pneumonia (COVID-19) intelligent image classification system based on deep learning

注册题目简写:

English Acronym:

研究课题的正式科学名称:

基于深度学习的COVID-19智能影像分类分级系统的开发和应用

Scientific title:

Development and application of COVID-19 intelligent image classification system based on deep learning

研究课题代号(代码):

Study subject ID:

在二级注册机构或其它机构的注册号:

The registration number of the Partner Registry or other register:

申请注册联系人:

许佳颖 

研究负责人:

张景峰 

Applicant:

Jiaying Xu 

Study leader:

Jingfeng Zhang 

申请注册联系人电话:

Applicant telephone:

+86 18367481597

研究负责人电话:

Study leader's
telephone:

+86 15706855886

申请注册联系人传真 :

Applicant Fax:

研究负责人传真:

Study leader's fax:

申请注册联系人电子邮件:

Applicant E-mail:

554977925@qq.com

研究负责人电子邮件:

Study leader's E-mail:

jingfengzhang73@163.com

申请单位网址(自愿提供):

Applicant website(voluntary supply):

研究负责人网址(自愿提供):

Study leader's website(voluntary supply):

申请注册联系人通讯地址:

浙江省宁波市海曙区西北街41号三号楼320室

研究负责人通讯地址:

浙江省宁波市海曙区西北街41号四号楼711室

Applicant address:

Room 320, Building 3, 41 Xibei Street, Haishu Distruct, Ningbo, Zhejiang, China

Study leader's address:

Room 711, Building 4, 41 Xibei Street, Haishu Distruct, Ningbo, Zhejiang, China

申请注册联系人邮政编码:

Applicant postcode:

研究负责人邮政编码:

Study leader's postcode:

申请人所在单位:

中国科学院大学宁波华美医院

Applicant's institution:

Hwa Mei Hospital, University of Chinese Academy of Sciences

研究负责人所在单位:

中国科学院大学宁波华美医院

Affiliation of the Leader:

Hwa Mei Hospital, University of Chinese Academy of Sciences

是否获伦理委员会批准:

Approved by ethic committee:

Yes

伦理委员会批件文号:

Approved No. of ethic committee:

PJ-NBEY-KY-2020-032-01

伦理委员会批件附件:

Approved file of Ethical Committee:

查看附件View

批准本研究的伦理委员会名称:

中国科学院大学宁波华美医院人体研究伦理委员会

Name of the ethic committee:

Ethics Committee of Human Research, Hwa Mei Hospital, University of Chinese Academy of Sciences

伦理委员会批准日期:

Date of approved by ethic committee:

2020-03-10 00:00:00

伦理委员会联系人:

任燕萍

Contact Name of the ethic committee:

Yanping Ren

伦理委员会联系地址:

浙江省宁波市海曙区西北街41号三号楼402室

Contact Address of the ethic committee:

Room 402, Building 3, 41 Xibei Street, Haishu Distruct, Ningbo, Zhejiang, China

伦理委员会联系人电话:

Contact phone of the ethic committee:

+86 0574 83870361

伦理委员会联系人邮箱:

Contact email of the ethic committee:

研究实施负责(组长)单位:

中国科学院大学宁波华美医院

Primary sponsor:

Hwa Mei Hospital, University of Chinese Academy of Sciences

研究实施负责(组长)单位地址:

浙江省宁波市海曙区西北街41号

Primary sponsor's address:

41 Xibei Street, Haishu Distruct, Ningbo, Zhejiang, China

试验主办单位(项目批准或申办者):

Secondary sponsor:

经费或物资来源:

医院配套的新型冠状病毒COVID-19华美重点基金

Source(s) of funding:

Hwa Mei Research Funding of COVID-19 from Hwa Mei Hospital

研究疾病:

新型冠状病毒肺炎(COVID-19)  

Target disease:

Novel Coronavirus Pneumonia (COVID-19)

研究疾病代码:

Target disease code:

研究类型:

观察性研究

Study type:

Observational study

研究所处阶段:

其它 

Study phase:

N/A

研究设计:

连续入组 

Study design:

Sequential 

研究目的:

(1) 明确分类、分级标准,形成病毒性肺炎肺部影像报告系统。 (2) 运用深度学习模型提高影像诊断的效率、精度和综合能力。  

Objectives of Study:

(1) Define classification standards and develop a lung image reporting system for viral pneumonia; (2) Use deep-learning model to improve the efficiency, accuracy and comprehensive ability of image diagnosis.

药物成份或治疗方案详述:

 

Description for medicine or protocol of treatment in detail:

 

纳入标准:

Inclusion criteria

排除标准:

根据国家卫生健康委员会发布的“新型冠状病毒感染的肺炎诊疗方案(即时最新版),排除进行过器官移植的新冠确诊患者。

Exclusion criteria:

Confirmed cases who had the organ transplantation were excluded following the latest guideline of diagnostic and treatment Covid-19 issued by China Health Committee.

研究实施时间:

Study execute time:

From 2020-03-01 00:00:00 To 2020-12-31 00:00:00  

征募观察对象时间:

Recruiting time:

From 2020-01-01 00:00:00 To 2020-05-01 00:00:00

干预措施:

Interventions:

组别:

Case series

样本量:

150

Group:

Case series

Sample size:

干预措施:

Nil

干预措施代码:

Intervention:

Nil

Intervention code:

研究实施地点:

Countries of recruitment and research settings:

国家:

中国

省(直辖市):

浙江 

市(区县):

 

Country:

China

Province:

Zhejiang

City:

单位(医院):

中国科学院大学宁波华美医院 

单位级别:

三甲医院 

Institution
hospital:

Hwa Mei Hospital, University of Chinese Academy of Sciences

Level of the institution:

Tertiary A Hospital

测量指标:

Outcomes:

指标中文名:

CT指标

指标类型:

主要指标

Outcome:

Abnormalities on chest CT

Type:

Primary indicator

测量时间点:

测量方法:

Measure time point of outcome:

Measure method:

指标中文名:

性别

指标类型:

次要指标

Outcome:

Sex

Type:

Secondary indicator

测量时间点:

测量方法:

Measure time point of outcome:

Measure method:

指标中文名:

年龄

指标类型:

次要指标

Outcome:

Age

Type:

Secondary indicator

测量时间点:

测量方法:

Measure time point of outcome:

Measure method:

指标中文名:

发热

指标类型:

次要指标

Outcome:

fever

Type:

Secondary indicator

测量时间点:

测量方法:

Measure time point of outcome:

Measure method:

指标中文名:

体温

指标类型:

次要指标

Outcome:

temperature

Type:

Secondary indicator

测量时间点:

测量方法:

Measure time point of outcome:

Measure method:

指标中文名:

咳嗽

指标类型:

次要指标

Outcome:

cough

Type:

Secondary indicator

测量时间点:

测量方法:

Measure time point of outcome:

Measure method:

指标中文名:

白细胞

指标类型:

次要指标

Outcome:

WBC

Type:

Secondary indicator

测量时间点:

测量方法:

Measure time point of outcome:

Measure method:

指标中文名:

c反应蛋白

指标类型:

次要指标

Outcome:

CRP

Type:

Secondary indicator

测量时间点:

测量方法:

Measure time point of outcome:

Measure method:

指标中文名:

吸烟史

指标类型:

次要指标

Outcome:

Smoking history

Type:

Secondary indicator

测量时间点:

测量方法:

Measure time point of outcome:

Measure method:

指标中文名:

头痛

指标类型:

次要指标

Outcome:

headache

Type:

Secondary indicator

测量时间点:

测量方法:

Measure time point of outcome:

Measure method:

指标中文名:

咽痛

指标类型:

次要指标

Outcome:

sore throat

Type:

Secondary indicator

测量时间点:

测量方法:

Measure time point of outcome:

Measure method:

指标中文名:

乏力

指标类型:

次要指标

Outcome:

fatigue

Type:

Secondary indicator

测量时间点:

测量方法:

Measure time point of outcome:

Measure method:

指标中文名:

咯血

指标类型:

次要指标

Outcome:

hemoptysis

Type:

Secondary indicator

测量时间点:

测量方法:

Measure time point of outcome:

Measure method:

指标中文名:

气促

指标类型:

次要指标

Outcome:

shortness of breath

Type:

Secondary indicator

测量时间点:

测量方法:

Measure time point of outcome:

Measure method:

指标中文名:

恶心

指标类型:

次要指标

Outcome:

nausea

Type:

Secondary indicator

测量时间点:

测量方法:

Measure time point of outcome:

Measure method:

指标中文名:

咳痰

指标类型:

次要指标

Outcome:

sputum production

Type:

Secondary indicator

测量时间点:

测量方法:

Measure time point of outcome:

Measure method:

指标中文名:

酸痛

指标类型:

次要指标

Outcome:

myalgia or arthralgia

Type:

Secondary indicator

测量时间点:

测量方法:

Measure time point of outcome:

Measure method:

指标中文名:

腹泻

指标类型:

次要指标

Outcome:

diarrhea

Type:

Secondary indicator

测量时间点:

测量方法:

Measure time point of outcome:

Measure method:

指标中文名:

淋巴细胞

指标类型:

次要指标

Outcome:

Lymphocyte count

Type:

Secondary indicator

测量时间点:

测量方法:

Measure time point of outcome:

Measure method:

指标中文名:

血小板

指标类型:

次要指标

Outcome:

Platelet count

Type:

Secondary indicator

测量时间点:

测量方法:

Measure time point of outcome:

Measure method:

指标中文名:

降钙素

指标类型:

次要指标

Outcome:

Procalcitonin

Type:

Secondary indicator

测量时间点:

测量方法:

Measure time point of outcome:

Measure method:

指标中文名:

甲流

指标类型:

次要指标

Outcome:

influenza A

Type:

Secondary indicator

测量时间点:

测量方法:

Measure time point of outcome:

Measure method:

指标中文名:

乙流

指标类型:

次要指标

Outcome:

influenza B

Type:

Secondary indicator

测量时间点:

测量方法:

Measure time point of outcome:

Measure method:

指标中文名:

14天年内流行病学暴露历史

指标类型:

主要指标

Outcome:

Exposure to source of transmission within past 14 days

Type:

Primary indicator

测量时间点:

测量方法:

Measure time point of outcome:

Measure method:

采集人体标本:

Collecting sample(s)
from participants:

标本中文名:

唾液

组织:

Sample Name:

Saliva

Tissue:

人体标本去向

使用后销毁  

说明

Fate of sample:

Destruction after use  

Note:

标本中文名:

血液

组织:

Sample Name:

Blood

Tissue:

人体标本去向

使用后销毁  

说明

Fate of sample:

Destruction after use  

Note:

征募研究对象情况:

Recruiting status:

正在进行

Recruiting

年龄范围:

Participant age:

最小 Min age years
最大 Max age years

性别:

男女均可

Gender:

Both

随机方法(请说明由何人用什么方法产生随机序列):

本研究不需要随机

Randomization Procedure (please state who generates the random number sequence and by what method):

In the study, there is no need for randomization.

是否公开试验完成后的统计结果:

Calculated Results after the Study Completed public access:

不公开/Private

盲法:

N/A

Blinding:

N/A

是否共享原始数据:

IPD sharing

是Yes

共享原始数据的方式(说明:请填入公开原始数据日期和方式,如采用网络平台,需填该网络平台名称和网址):

上传至华美医院科研管理系统

The way of sharing IPD”(include metadata and protocol, If use web-based public database, please provide the url):

Upload to Research Management System of Hwa Mei Hospital

数据采集和管理(说明:数据采集和管理由两部分组成,一为病例记录表(Case Record Form, CRF),二为电子采集和管理系统(Electronic Data Capture, EDC),如ResMan即为一种基于互联网的EDC:

数据采集:用病例记录表采集数据。 电子采集和管理:专人通过医院信息系统(HIS)、放射学信息系统 (RIS) 进行数据采集,并进行双人双重核对,对极大值和极小值疑问值进行再核对处理。

Data collection and Management (A standard data collection and management system include a CRF and an electronic data capture:

Data collection:via Case Record Form Management System: The specialists collected data through hospital information system (HIS) and radiology information system (RIS) and carried out double checking, and rechecked the query values of maximum and minimum values.

数据与安全监察委员会:

Data and Safety Monitoring Committee:

暂未确定/Not yet

注册人:

Name of Registration:

 2020-03-15 18:04:08