Name
Title | ||
|---|---|---|
Continual Screening of Patients Using mHealth: The Rolling Score Concept Applied to Sleep Medicine. |
Abstract | ||
|---|---|---|
Continual monitoring of patients utilizing mHealth-based telemonitoring applications are more and more used for individual management of patients. A new approach in risk assessment called Rolling Score Concept uses standardized questionnaires for continual scoring of individuals' health state through electronic patient reported outcome (ePRO). Using self-rated questionnaires and adding a specific Time Schedule to each question result in a movement of the questionnaires' scores over time, the Rolling Score. A text-processing pipeline was implemented with KNIME analytics platform to extract a Score Mapping Rule Set for three standardized screening questionnaires in the field of sleep medicine. A feasibility study was performed in 10 healthy volunteers equipped with a mHealth application on a smartphone and a sleep tracker. Results show that the proposed Rolling Score Concept is feasible and deviations of scores are in a reasonable range (<7%), sustaining the new approach. However, further studies are required for verification. In addition, parameter quantification could avoid incorrect subjective evaluation by substitution of questions with sensor data. |
Year | DOI | Venue |
|---|---|---|
2016 | 10.3233/978-1-61499-645-3-237 | Studies in Health Technology and Informatics |
Keywords | Field | DocType |
Risk assessment,screening,questionnaires,ePRO,telehealth | Alternative medicine,Sleep medicine,Physical therapy,mHealth,Medicine | Conference |
Volume | ISSN | Citations |
223 | 0926-9630 | 0 |
PageRank | References | Authors |
0.34 | 0 | 4 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Claudio Zluga | 1 | 0 | 0.34 |
| Robert Modre-Osprian | 2 | 25 | 7.22 |
| peter kastner | 3 | 1 | 4.15 |
| Günter Schreier | 4 | 56 | 23.73 |