Table 2.
Proportion of patients with a correct diagnosis included in the top 10 differential diagnosis list generated by artificial intelligence in patients who visited the internal medicine outpatient clinic at Nagano Chuo Hospital without an appointment and then admitted within 30 days for 3 years from May 2019 to April 2022.
|
|
Total (N=381), n/N (%) | First yeara (n=219), n/N (%) | Second yearb (n=72), n/N (%) | Third yearc (n=90), n/N (%) | P value |
| Overall accuracy | 172/381 (45.1) | 97/219 (44.3) | 32/72 (44.4) | 43/90 (47.7) | .85 |
| Age ≥65 years | 110/243 (45.3) | 69/159 (43.4) | 15/35 (42.9) | 26/49 (53.1) | .47 |
| Age <65 years | 62/138 (44.9) | 28/60 (46.7) | 17/37 (45.9) | 17/41 (41.5) | .87 |
| Men | 102/205 (49.8) | 53/114 (46.5) | 20/40 (50) | 29/51 (56.9) | .47 |
| Women | 70/176 (39.8) | 44/105 (41.9) | 12/32 (37.5) | 14/39 (35.9) | .77 |
| Single chief complaint | 103/207 (49.8) | 53/115 (46.1) | 23/40 (57.5) | 27/52 (51.9) | .43 |
| Multiple chief complaints | 69/174 (39.7) | 44/104 (42.3) | 9/32 (28.1) | 16/38 (42.1) | .34 |
| Common disease | 142/257 (55.3) | 79/146 (54.1) | 27/45 (60) | 36/66 (54.5) | .78 |
| Uncommon disease | 30/124 (24.2) | 18/73 (24.7) | 5/27 (18.5) | 7/24 (29.2) | .67 |
| Typical presentation | 160/298 (53.7) | 88/164 (53.7) | 29/60 (48.3) | 43/74 (58.1) | .53 |
| Atypical presentation | 12/83 (14.5) | 9/55 (16.4) | 3/12 (25) | 0/16 (0) | .10 |
aThe first year was from May 1, 2019, to April 30, 2020.
bThe second year was from May 1, 2020, to April 30, 2021.
cThe third year was from May 1, 2021, to April 30, 2022.