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. 2024 May 17;8:e53985. doi: 10.2196/53985

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.