Data mining system, method and device
The invention relates to a data mining method and system and a related device. The data mining method at least comprises the steps of obtaining historical medical data and training a memory network model to realize establishment and updating of a department classification model. The establishment an...
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Format | Patent |
Language | Chinese English |
Published |
05.08.2022
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Abstract | The invention relates to a data mining method and system and a related device. The data mining method at least comprises the steps of obtaining historical medical data and training a memory network model to realize establishment and updating of a department classification model. The establishment and updating of the department classification model at least comprise the following steps; inputting the historical illness description into a memory network model for training to obtain the probability of the historical illness description corresponding to each department; evaluating a training effect of the memory network model, and judging whether training is stopped or not according to an evaluation result; under the condition that the evaluation result is invalid training, updating parameters of the memory network model so as to carry out next training; and under the condition that the evaluation result is that training is stopped, generating the department classification model by using the current memory networ |
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AbstractList | The invention relates to a data mining method and system and a related device. The data mining method at least comprises the steps of obtaining historical medical data and training a memory network model to realize establishment and updating of a department classification model. The establishment and updating of the department classification model at least comprise the following steps; inputting the historical illness description into a memory network model for training to obtain the probability of the historical illness description corresponding to each department; evaluating a training effect of the memory network model, and judging whether training is stopped or not according to an evaluation result; under the condition that the evaluation result is invalid training, updating parameters of the memory network model so as to carry out next training; and under the condition that the evaluation result is that training is stopped, generating the department classification model by using the current memory networ |
Author | YAN YU ZHANG YARAN HE XIAOJUN |
Author_xml | – fullname: HE XIAOJUN – fullname: ZHANG YARAN – fullname: YAN YU |
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Discipline | Medicine Chemistry Sciences Physics |
DocumentTitleAlternate | 一种数据挖掘系统、方法及装置 |
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Snippet | The invention relates to a data mining method and system and a related device. The data mining method at least comprises the steps of obtaining historical... |
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SubjectTerms | CALCULATING COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS COMPUTING COUNTING ELECTRIC DIGITAL DATA PROCESSING HANDLING RECORD CARRIERS 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 PRESENTATION OF DATA RECOGNITION OF DATA RECORD CARRIERS |
Title | Data mining system, method and device |
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