TABLE 2.
Summary of the 871 Reports Based on Image Type, Average Text Length, and Patients’ Age and Gender Across the Four Healthcare Systems
System | Image Type | N in Dataset | Average Text Length | Average Age | Female % |
---|---|---|---|---|---|
| |||||
Kaiser Permanente of Washington | X-Ray | 102 | 132 ± 34 | 70.35 ± 13.84 | 0.60 |
MR | 115 | 267 ± 106 | 58.90 ± 14.35 | 0.49 | |
Total | 217 | 203 ± 105 | 64.28 ± 15.20 | 0.54 | |
Kaiser Permanente of Northern California | X-Ray | 104 | 143 ± 38 | 67.51 ± 16.82 | 0.61 |
MR | 114 | 270 ± 95 | 57.1 ± 14.96 | 0.53 | |
Total | 218 | 210 ± 97 | 62.06 ± 16.68 | 0.56 | |
Henry Ford Health System | X-Ray | 103 | 121 ± 57 | 67.15 ± 16.04 | 0.72 |
MR | 115 | 268 ± 152 | 58.95 ± 15.77 | 0.5 | |
Total | 218 | 199 ± 137 | 62.96 ± 16.44 | 0.61 | |
Mayo Clinic Health System | X-Ray | 103 | 141 ± 39 | 69.35 ± 16.15 | 0.61 |
MR | 115 | 222 ± 104 | 55.13 ± 15.44 | 0.58 | |
Total | 218 | 184 ± 90 | 61.85 ± 17.28 | 0.60 | |
All | X-Ray | 413 | 134 ± 44 | 68.58 ± 15.76 | 0.63 |
MR | 458 | 257 ± 118 | 57.52 ± 15.17 | 0.52 | |
Total | 871 | 199 ± 109 | 62.79 ± 16.42 | 0.58 |
We calculated the average text length for the finding and impression sections in each report, the average age of patients, and the proportion of female patients for each healthcare system and each type of report. For average text length, we calculated the average text length for both the finding and impression sections, since these sections were required for our pipeline. For both average text length and age, we included standard deviation.