Invention Grant
- Patent Title: Context-aware prediction in medical systems
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Application No.: US14276660Application Date: 2014-05-13
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Publication No.: US09754081B2Publication Date: 2017-09-05
- Inventor: Hassan Ghasemzadeh , Myung-Kyung Suh , Mars Lan , Majid Sarrafzadeh , Nabil Alshurafa
- Applicant: THE REGENTS OF THE UNIVERSITY OF CALIFORNIA
- Applicant Address: US CA Oakland
- Assignee: THE REGENTS OF THE UNIVERSITY OF CALIFORNIA
- Current Assignee: THE REGENTS OF THE UNIVERSITY OF CALIFORNIA
- Current Assignee Address: US CA Oakland
- Agency: Foley & Lardner LLP
- Agent Cliff Z. Liu
- Main IPC: G06N7/00
- IPC: G06N7/00 ; G06F19/00

Abstract:
A method includes receiving contextual data related to at least one of environmental, physiological, behavioral, and historical context, and receiving outcome data related to at least one outcome. The method further includes creating a feature set from the contextual data, selecting a subset of features from the feature set, assigning a score to each feature in the subset of features according to the probability that the feature is a predictor of the at least one outcome, and generating a characteristic curve for the at least one outcome from the subset of features, the characteristic curve being based on the scoring. The method further includes calculating the area under the characteristic curve, and using, the area under the characteristic curve, identifying whether the subset of features is a suitable predictor for the at least one outcome.
Public/Granted literature
- US20140344208A1 CONTEXT-AWARE PREDICTION IN MEDICAL SYSTEMS Public/Granted day:2014-11-20
Information query
IPC分类:
G | 物理 |
G06 | 计算;推算或计数 |
G06N | 基于特定计算模型的计算机系统 |
G06N7/00 | 基于特定数学模式的计算机系统 |