| 发明名称 |
Human and Machine Assisted Data Curation for Producing High Quality Data Sets from Medical Records |
| 摘要 |
A method for building a Patient's Data Set from a Patient's Data File to provide robust patient care comprising the steps of obtaining a Patient's Data File, building a training set for machine learning through experts' selection of at least one desired feature from the Patient's Data File to create the Patient's Data Set, developing a data mining algorithm to automate extraction of at least one data feature from at least one other Patient's Data File using the training set, the algorithm automatically generating the Patient's Data Set from at least one other Patient's Data File, supplementing the Patient's Data Set with at least one patient input, and analyzing the Patient's Data Set to confirm patient course of treatment. |
| 申请公布号 |
US2016110502(A1) |
申请公布日期 |
2016.04.21 |
| 申请号 |
US201414517044 |
申请日期 |
2014.10.17 |
| 申请人 |
Betterpath, Inc. |
发明人 |
Bronson Jonathan;Banerjee Stacy;Collinson Brett;Goldman Robert;Hassein Nabil;Khivesara Amit;Kuntz G. Ralph;Russell B. Adam;Sinderbrand Alexandra;Sinderbrand Gary Mark;Sinderbrand Matthew |
| 分类号 |
G06F19/00;G06Q50/00;G06N99/00 |
主分类号 |
G06F19/00 |
| 代理机构 |
|
代理人 |
|
| 主权项 |
1. A method for building a Patient's Data Set from a Patient's Data File to provide robust patient care, said method comprising the steps of:
obtaining a Patient's Data File; building a training set for machine learning through experts' selection of at least one desired feature from the Patient's Data File to create the Patient's Data Set; developing a data mining algorithm to automate extraction of at least one data feature from at least one other Patient's Data File using the training set, said algorithm automatically generating said Patient's Data Set from at least one other Patient's Data File; supplementing the Patient's Data Set with at least one patient input; and analyzing the Patient's Data Set to confirm patient course of treatment. |
| 地址 |
New York NY US |
