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Table 1 Search strategy

From: Systematic literature review of machine learning methods used in the analysis of real-world data for patient-provider decision making

1 (randomized controlled trial or controlled clinical trial).pt. or randomized.ab
2 Prospective Studies/ or observational trials.mp. or observational research.mp
3 Retrospective Studies/ or retrospective observational.mp. or retrospective database.mp
4 Cross-Sectional Studies/ or cross-sectional.mp
5 (systematic adj2 review).mp
6 1 or 2 or 3 or 4 or 5
7 *Neoplasms/
8 *Cardiovascular Diseases/
9 *Diabetes Mellitus, Type 1/ or *Diabetes Mellitus, Type 2/ or *Diabetes Mellitus/
10 *Autoimmune Diseases/
11 *Alzheimer Disease/
12 7 or 8 or 9 or 10 or 11
13 (decision making or decision analysis).mp. or *Decision Making/ or Decision Support Techniques/
14 Physician–Patient Relations/ or Patient-Centered Care/ or patient cent*.mp
15 nomograms.mp. or Nomograms/
16 prediction model*.mp
17 Patient Preference/ or discrete choice.mp. or conjoint analysis.mp
18 Decision Support Techniques/ or (decision adj2 tool).mp. or decision aid.mp
19 13 or 14 or 15 or 16 or 17 or 18
20 6 and 12 and 19
21 limit 20 to (english language and humans and yr = "2000 -Current")
22 limit 20 to (english language and humans and yr = "2014 -Current")
23 "machine learning".mp. or Machine Learning/ or "Neural Networks (Computer)"/ or Computer Simulation/ or Algorithms/
24 22 and 23
25 data mining.mp. or Data Mining/ or Medical Informatics/
26 22 and 25
27 24 or 26
28 neural network*.mp. or LTSM.ab. or LTSM.ti. or memory network*.mp
29 28 and 6 and 19 and 19
30 limit 29 to (english language and humans and yr = "2014 -Current")
31 27 or 30
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