Automatic prediction of chronic obstructive pulmonary disease exacerbations through home telemonitoring of symptoms

Bio-Medical Materials and Engineering

Volumn 24, Issue 6, 2014, Pages 3825-3832

  Fernandez Granero M A ^a   Sanchez Morillo D ^a   Leon Jimenez A ^b   Crespo, L F ^a  

^a UNIVERSITY OF CÁDIZ   (Spain)

^b HOSPITAL UNIVERSITARIO PUERTA DEL MAR   (Spain)

Author keywords

Chronic Obstructive Pulmonary Disease; Early detection; Exacerbation; Probabilistic Neural Network; Questionnaire; Symptoms; Telehealth; Telemonitoring

Indexed keywords

FORECASTING; MEDICAL COMPUTING; NEURAL NETWORKS; SURVEYS;

CHRONIC OBSTRUCTIVE PULMONARY DISEASE; EXACERBATION; PROBABILISTIC NEURAL NETWORKS; QUESTIONNAIRE; SYMPTOMS; TELE-MONITORING; TELEHEALTH;

PULMONARY DISEASES;

AGED; CHRONIC OBSTRUCTIVE LUNG DISEASE; CLINICAL ARTICLE; CONFERENCE PAPER; DISEASE EXACERBATION; FEASIBILITY STUDY; FEMALE; HOME CARE; HUMAN; MALE; PHYSICIAN; PREDICTION; QUESTIONNAIRE; TELEHEALTH; TELEMONITORING; AUTOMATED PATTERN RECOGNITION; COMPUTER ASSISTED DIAGNOSIS; COMPUTER INTERFACE; MEDICAL RECORD; MIDDLE AGED; PROCEDURES; PULMONARY DISEASE, CHRONIC OBSTRUCTIVE; RECURRENT DISEASE; REPRODUCIBILITY; SELF CARE; SELF EVALUATION; SENSITIVITY AND SPECIFICITY; TELECONSULTATION; VERY ELDERLY;

AGED; AGED, 80 AND OVER; DIAGNOSIS, COMPUTER-ASSISTED; DIAGNOSTIC SELF EVALUATION; FEMALE; HUMANS; MALE; MEDICAL RECORDS; MIDDLE AGED; PATTERN RECOGNITION, AUTOMATED; PULMONARY DISEASE, CHRONIC OBSTRUCTIVE; QUESTIONNAIRES; RECURRENCE; REMOTE CONSULTATION; REPRODUCIBILITY OF RESULTS; SELF CARE; SENSITIVITY AND SPECIFICITY; USER-COMPUTER INTERFACE;

EID: 84907280012     PISSN: 09592989     EISSN: 18783619     Source Type: Journal    
DOI: 10.3233/BME-141212     Document Type: Conference Paper

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