Table 3 Comparison of the reviewed articles regarding the population size and data acquisition methods
References | Population size | Data Acquisition method |
|---|---|---|
[29] | 7001 records, 350 patients | Telemonitoring data |
[30] | 3470 records, 174 patients | Telemonitoring data |
[35] | Random generated dataset with size 130,000 text | Randomly generated text |
[24] | Asthma Learning Healthcare System (ALHS) dataset includes 500,000 individuals | Historical data |
[33] | 50 ED visits, 3768 tweets | Twitter data, Google search interests, and ED data from hospital |
[26] | 25,401 | ED visits Historical data+ Health records |
[27] | 100,000 | ED visits |
[28] | 18,409 | ED visits |
[34] | 168,825 | EMR |
[31] | 33 participants | Historical data+ MS |
[23] | 1 participant | Physiological and environmental wireless sensors |
[36] | 32 participants | Historical data+ MS |
[25] | 3 participants in 80 different situations | Historical data+ MS |
[37] | – | IoT Sensors |
[32] | – | Personal sensor |