VIRUS RISK PREDICTION
A virus risk prediction system can receive a query associated with a virus risk assessment for a geographic location for a viral disease and obtain associated viral disease data. The system detects a plurality of objects at the geographical location and a plurality of material categories for the plu...
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| creator | SOUCHE, Christian FAZIO, Robi NARESSI, Alexandre |
| description | A virus risk prediction system can receive a query associated with a virus risk assessment for a geographic location for a viral disease and obtain associated viral disease data. The system detects a plurality of objects at the geographical location and a plurality of material categories for the plurality of objects associated. The system determines a usage frequency indicator and spatial-temporal features for each object and creates a risk prediction model based on the lifespan of the virus on the plurality of material categories for each of the plurality of objects based on the viral disease data and the spatial-temporal features for each object. The system determines a risk assessment score for each object and presents an associated heat map to the user to reflect the risk assessment score. The heat map can then be displayed to the user to alert the user to potential virus exposures or provided to a routing application to generate a route that minimizes potential virus exposure. |
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The system detects a plurality of objects at the geographical location and a plurality of material categories for the plurality of objects associated. The system determines a usage frequency indicator and spatial-temporal features for each object and creates a risk prediction model based on the lifespan of the virus on the plurality of material categories for each of the plurality of objects based on the viral disease data and the spatial-temporal features for each object. The system determines a risk assessment score for each object and presents an associated heat map to the user to reflect the risk assessment score. 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The system detects a plurality of objects at the geographical location and a plurality of material categories for the plurality of objects associated. The system determines a usage frequency indicator and spatial-temporal features for each object and creates a risk prediction model based on the lifespan of the virus on the plurality of material categories for each of the plurality of objects based on the viral disease data and the spatial-temporal features for each object. The system determines a risk assessment score for each object and presents an associated heat map to the user to reflect the risk assessment score. 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The system detects a plurality of objects at the geographical location and a plurality of material categories for the plurality of objects associated. The system determines a usage frequency indicator and spatial-temporal features for each object and creates a risk prediction model based on the lifespan of the virus on the plurality of material categories for each of the plurality of objects based on the viral disease data and the spatial-temporal features for each object. The system determines a risk assessment score for each object and presents an associated heat map to the user to reflect the risk assessment score. The heat map can then be displayed to the user to alert the user to potential virus exposures or provided to a routing application to generate a route that minimizes potential virus exposure.</abstract><oa>free_for_read</oa></addata></record> |
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| subjects | HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATIONTECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING ORPROCESSING OF MEDICAL OR HEALTHCARE DATA INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTEDFOR SPECIFIC APPLICATION FIELDS PHYSICS |
| title | VIRUS RISK PREDICTION |
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