Hemodialysis blood pressure mode recognition and intervention system for end-stage nephropathy and related device
The invention relates to an end-stage nephropathy hemodialysis blood pressure mode recognition and intervention system, and the system comprises a dialysis device which is used for carrying out the hemodialysis of a user; a data collection device; the processor is used for loading a dialysis control...
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| creator | XIANG XIAOYUE WANG GUIRONG MAO RUIQING YAO YUEDONG |
| description | The invention relates to an end-stage nephropathy hemodialysis blood pressure mode recognition and intervention system, and the system comprises a dialysis device which is used for carrying out the hemodialysis of a user; a data collection device; the processor is used for loading a dialysis control program to execute the following steps: screening and combining data collected by the data collection device and a historical database to obtain blood pressure related characteristics; generating classification factors and grouping the patients into different groups; establishing a training set and a test set, training the machine learning model to obtain a blood pressure prediction model, and verifying and adjusting the model based on the test set; inputting the data collected by the data collection device into a blood pressure prediction model, and obtaining dialysis device control parameters based on the blood pressure prediction model; based on the dialysis device control parameters, the dialysate temperature, |
| format | Patent |
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a data collection device; the processor is used for loading a dialysis control program to execute the following steps: screening and combining data collected by the data collection device and a historical database to obtain blood pressure related characteristics; generating classification factors and grouping the patients into different groups; establishing a training set and a test set, training the machine learning model to obtain a blood pressure prediction model, and verifying and adjusting the model based on the test set; inputting the data collected by the data collection device into a blood pressure prediction model, and obtaining dialysis device control parameters based on the blood pressure prediction model; based on the dialysis device control parameters, the dialysate temperature,</description><language>chi ; eng</language><subject>CALCULATING ; COMPUTING ; COUNTING ; DEVICES FOR INTRODUCING MEDIA INTO, OR ONTO, THE BODY ; DEVICES FOR PRODUCING OR ENDING SLEEP OR STUPOR ; DEVICES FOR TRANSDUCING BODY MEDIA OR FOR TAKING MEDIA FROMTHE BODY ; 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a data collection device; the processor is used for loading a dialysis control program to execute the following steps: screening and combining data collected by the data collection device and a historical database to obtain blood pressure related characteristics; generating classification factors and grouping the patients into different groups; establishing a training set and a test set, training the machine learning model to obtain a blood pressure prediction model, and verifying and adjusting the model based on the test set; inputting the data collected by the data collection device into a blood pressure prediction model, and obtaining dialysis device control parameters based on the blood pressure prediction model; based on the dialysis device control parameters, the dialysate temperature,</description><subject>CALCULATING</subject><subject>COMPUTING</subject><subject>COUNTING</subject><subject>DEVICES FOR INTRODUCING MEDIA INTO, OR ONTO, THE BODY</subject><subject>DEVICES FOR PRODUCING OR ENDING SLEEP OR STUPOR</subject><subject>DEVICES FOR TRANSDUCING BODY MEDIA OR FOR TAKING MEDIA FROMTHE BODY</subject><subject>DIAGNOSIS</subject><subject>ELECTRIC DIGITAL DATA PROCESSING</subject><subject>HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATIONTECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING ORPROCESSING OF MEDICAL OR HEALTHCARE DATA</subject><subject>HUMAN NECESSITIES</subject><subject>HYGIENE</subject><subject>IDENTIFICATION</subject><subject>INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTEDFOR SPECIFIC APPLICATION FIELDS</subject><subject>MEDICAL OR VETERINARY SCIENCE</subject><subject>PHYSICS</subject><subject>SURGERY</subject><fulltext>true</fulltext><rsrctype>patent</rsrctype><creationdate>2023</creationdate><recordtype>patent</recordtype><sourceid>EVB</sourceid><recordid>eNqNi8EKgkAURd20iOofXh8gJBXZMqRw1aq9TM5VB_S9ad4k-PeF9AGtLpxz7jJ5lRjEOtNP6pSevYglH6D6DqCvAQXU0rKLTpgMW3IcEUbwDHTSiIEaCQS2qUbTghi-C-JN7Kb5EdCbCEsWo6uxThaN6RWb366S7e36KMoUXiqoNzUYsSruWXbaHY55fr7s_2k-PVpEug</recordid><startdate>20231114</startdate><enddate>20231114</enddate><creator>XIANG XIAOYUE</creator><creator>WANG GUIRONG</creator><creator>MAO RUIQING</creator><creator>YAO YUEDONG</creator><scope>EVB</scope></search><sort><creationdate>20231114</creationdate><title>Hemodialysis blood pressure mode recognition and intervention system for end-stage nephropathy and related device</title><author>XIANG XIAOYUE ; 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a data collection device; the processor is used for loading a dialysis control program to execute the following steps: screening and combining data collected by the data collection device and a historical database to obtain blood pressure related characteristics; generating classification factors and grouping the patients into different groups; establishing a training set and a test set, training the machine learning model to obtain a blood pressure prediction model, and verifying and adjusting the model based on the test set; inputting the data collected by the data collection device into a blood pressure prediction model, and obtaining dialysis device control parameters based on the blood pressure prediction model; based on the dialysis device control parameters, the dialysate temperature,</abstract><oa>free_for_read</oa></addata></record> |
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| language | chi ; eng |
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| subjects | CALCULATING COMPUTING COUNTING DEVICES FOR INTRODUCING MEDIA INTO, OR ONTO, THE BODY DEVICES FOR PRODUCING OR ENDING SLEEP OR STUPOR DEVICES FOR TRANSDUCING BODY MEDIA OR FOR TAKING MEDIA FROMTHE BODY DIAGNOSIS ELECTRIC DIGITAL DATA PROCESSING HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATIONTECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING ORPROCESSING OF MEDICAL OR HEALTHCARE DATA HUMAN NECESSITIES HYGIENE IDENTIFICATION INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTEDFOR SPECIFIC APPLICATION FIELDS MEDICAL OR VETERINARY SCIENCE PHYSICS SURGERY |
| title | Hemodialysis blood pressure mode recognition and intervention system for end-stage nephropathy and related device |
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