Decision support task
|
|
|
|
Prevention |
1 |
[85] |
|
Diagnosis |
6 |
[73,78,84,85,87,89] |
|
Pathway |
8 |
[72,73,81,82,84,85,90,91] |
|
Medication |
10 |
[74-77,79,80,83,85,86,88] |
|
Patient education |
1 |
[73] |
|
Continuity of care |
1 |
[82] |
|
Self-management |
0 |
— |
Decision support technology
|
|
|
|
Data visualization techniques |
4 |
[77,83,84,89] |
|
Social network techniques |
1 |
[82] |
|
International standards |
5 |
[73,75,82,83,85] |
|
Machine learning |
1 |
[87] |
|
Natural language processing |
2 |
[77,78] |
|
Knowledge-based system |
17 |
[72-77,79-81,83-86,88-91] |
|
Mobile technologies |
0 |
— |
Contextual information
|
|
|
|
Patient clinical notes |
19 |
[72-76,78-91] |
|
Laboratory results |
4 |
[74-76,83] |
|
Comorbidities |
2 |
[75,83] |
|
Medications |
4 |
[74,75,77,83] |
|
Clinician knowledge |
11 |
[76,77,81-83,85-90] |
|
Clinical practice guidelines |
13 |
[72,73,75,76,79-85,90,91] |
Decision maker(s)
|
|
|
|
Nurse |
2 |
[76,82] |
|
Specialist doctor |
6 |
[75,77,82,87,89,91] |
|
Generalist doctor |
13 |
[73,77,79-86,88,90,91] |
|
Pharmacist |
1 |
[74] |
|
Patient |
0 |
— |
|
Not specified |
2 |
[72,78] |
Diseases
|
|
|
|
Obesity |
3 |
[78,84,85] |
|
Diabetes |
5 |
[80,84-86,88] |
|
Cardiovascular diseases |
9 |
[73,75,79-81,84-86,88] |
|
Chronic respiratory diseases |
2 |
[80,85] |
|
Chronic kidney diseases |
2 |
[84,85] |
|
Chronic neurological conditions |
3 |
[85,87,91] |
|
Mental health disorders |
1 |
[85] |
|
Chronic musculoskeletal diseases |
2 |
[80,85] |
|
Other |
8 |
[76,80,83-85,89,90] |
|
Not specified |
4 |
[72,74,77,82] |
|
User interface considerations
|
|
|
|
Interactivity |
4 |
[73,75,77,89] |
|
User-centered design |
1 |
[84] |
|
Summarization |
3 |
[73,77,83] |
|
Workflow graphs |
2 |
[75,90] |
|
Not specified |
13 |
[73,74,76,78-82,85-88,91] |
Evaluation
|
|
|
|
Impact evaluation (service performance metrics) |
1 |
[84] |
|
Impact evaluation (survey) |
1 |
[84] |
|
Controlled comparison (expert panel) |
4 |
[72,86,88,89] |
|
Controlled comparison (survey) |
2 |
[82,85] |
|
Controlled comparison (simulation) |
2 |
[78,87] |
|
Controlled comparison (human vs system) |
1 |
[74] |
|
Controlled comparison (new vs old system) |
1 |
[77] |
|
No evaluation |
2 |
[76,81] |
|
Not specified |
7 |
[72,75,79,80,83,90,91] |