Monitoring Parkinson’s Disease Patients Employing Biometric Sensors and Rule-Based Data Processing
Identifieur interne : 000422 ( Main/Exploration ); précédent : 000421; suivant : 000423Monitoring Parkinson’s Disease Patients Employing Biometric Sensors and Rule-Based Data Processing
Auteurs : Paweł Wan [Pologne] ; Katarzyna Kaszuba [Pologne] ; Bo Ena Kostek [Pologne]Source :
- Lecture Notes in Computer Science [ 0302-9743 ] ; 2010.
Abstract
Abstract: The paper presents how rule-based processing can be applied to automatically evaluate the motor state of Parkinson’s Disease patients. Automatic monitoring of patients by using biometric sensors can provide assessment of the Parkinson’s Disease symptoms. All data on PD patients’ state are compared to historical data stored in the database and then a rule-based decision is applied to assess the overall illness state. The training procedure based on doctors’ questionnaires is presented. These data constitute the input of several rule-based classifiers. It has been proved that the rough-set-based algorithm can be very suitable for automatic assessment of the PD patient’s stability/worsening state.
Url:
DOI: 10.1007/978-3-642-13529-3_13
Affiliations:
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Automatic monitoring of patients by using biometric sensors can provide assessment of the Parkinson’s Disease symptoms. All data on PD patients’ state are compared to historical data stored in the database and then a rule-based decision is applied to assess the overall illness state. The training procedure based on doctors’ questionnaires is presented. These data constitute the input of several rule-based classifiers. It has been proved that the rough-set-based algorithm can be very suitable for automatic assessment of the PD patient’s stability/worsening state.</div></front></TEI><affiliations><list><country><li>Pologne</li></country></list><tree><country name="Pologne"><noRegion><name sortKey=" Wan, Pawel" sort=" Wan, Pawel" uniqKey=" Wan P" first="Paweł" last=" Wan">Paweł Wan</name></noRegion><name sortKey=" Wan, Pawel" sort=" Wan, Pawel" uniqKey=" Wan P" first="Paweł" last=" Wan">Paweł Wan</name><name sortKey="Kaszuba, Katarzyna" sort="Kaszuba, Katarzyna" uniqKey="Kaszuba K" first="Katarzyna" last="Kaszuba">Katarzyna Kaszuba</name><name sortKey="Kaszuba, Katarzyna" sort="Kaszuba, Katarzyna" uniqKey="Kaszuba K" first="Katarzyna" last="Kaszuba">Katarzyna Kaszuba</name><name sortKey="Kostek, Bo Ena" sort="Kostek, Bo Ena" uniqKey="Kostek B" first="Bo Ena" last="Kostek">Bo Ena Kostek</name><name sortKey="Kostek, Bo Ena" sort="Kostek, Bo Ena" uniqKey="Kostek B" first="Bo Ena" last="Kostek">Bo Ena Kostek</name></country></tree></affiliations></record>Pour manipuler ce document sous Unix (Dilib)
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