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Table 2 Activity domains of the hospital profiles

From: Making sense of the French public hospital system: a network-based approach to hospital clustering using unsupervised learning methods

Activity domain

Group 1 – N (% of stays)

Group 2 – N (% of stays)

Group 3 – N (% of stays)

Digestive system

371,553 (11.0)

728,168 (15.1)

105,647 (17.6)

Orthopaedics, trauma care

218,590 (6.5)

354,687 (7.4)

43,024 (7.2)

Complex trauma

5663 (0.2)

2835 (0.1)

249 (0)

Diseases of the bone and joint

103,486 (3.1)

109,229 (2.3)

17,433 (2.9)

Diseases of the nervous system

331,825 (9.8)

317,859 (6.6)

38,435 (6.4)

Diagnostic and therapeutic vascular catheterisms

127,284 (3.8)

104,315 (2.2)

544 (0.1)

Cardiolovascular medicine

244,072 (7.2)

392,896 (8.2)

65,098 (10.9)

Pulmonology

218,533 (6.5)

363,264 (7.5)

52,243 (8.7)

Ear, nose and throat. Oral medicine

124,211 (3.7)

171,502 (3.6)

14,636 (2.4)

Ophtalmology

107,057 (3.2)

114,451 (2.4)

11,575 (1.9)

Gynecology – breast diseases

80,690 (2.4)

101,535 (2.1)

7172 (1.2)

Obstetrics

217,830 (6.5)

467,071 (9.7)

39,593 (6.6)

Newborns, perinatal period

132,451 (3.9)

302,957 (6.3)

23,298 (3.9)

Urology, nephrology, male genital system

200,518 (5.9)

270,610 (5.6)

30,623 (5.1)

Hematology

95,755 (2.8)

97,065 (2)

13,219 (2.2)

Chemotherapy, radiotherapy, excluding iterative treatments

70,488 (2.1)

40,885 (0.8)

1797 (0.3)

Infectious disease (including HIV)

35,028 (1)

47,911 (1)

4548 (0.8)

Endocrinology

125,642 (3.7)

139,507 (2.9)

14,769 (2.5)

Skin and subcutaneous tissue

87,844 (2.6)

105,833 (2.2)

14,389 (2.4)

Burns

6161 (0.2)

2197 (0)

214 (0)

Psychiatry

88,586 (2.6)

110,198 (2.3)

21,941 (3.7)

Toxicology, alcohol-related disease

82,024 (2.4)

153,170 (3.2)

33,064 (5.5)

Chronic pain, palliative care

37,994 (1.1)

48,723 (1)

8779 (1.5)

Organ transplantation

3844 (0.1)

1 (0)

0 (0)

Transversal disease management and follow-up

257,172 (7.6)

266,162 (5.5)

37,567 (6.3)