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PROPERTY AND EQUIPMENT
9 Months Ended
Sep. 30, 2019
Property, Plant and Equipment [Abstract]  
Property and Equipment
PROPERTY AND EQUIPMENT

Property and equipment was as follows as of September 30, 2019 and December 31, 2018 (in thousands):
 
September 30, 2019
 
December 31, 2018
Infusion pumps
$
24,786

 
$
20,339

Equipment, furniture, and other
60,569

 
34,433

Leasehold improvements
84,675

 
61,302

Computer software, purchased and internally developed
34,500

 
29,668

Assets under development
4,585

 
5,447

 
209,115

 
151,189

Less accumulated depreciation
77,133

 
58,047

Property and equipment, net
$
131,982

 
$
93,142



Depreciation expense is recorded within cost of revenue and operating expenses within the condensed consolidated statements of comprehensive income (loss), depending on the nature of the underlying fixed assets. The depreciation expense included in cost of revenue relates to revenue-generating assets, such as infusion pumps. The depreciation expense included in operating expenses is related to infrastructure items, such as furniture, computer and office equipment, and leasehold improvements. The following table presents the amount of depreciation expense recorded in cost of revenue and operating expenses for the three and nine months ended September 30, 2019 and 2018 (in thousands):
 
Three months ended September 30,
 
Nine months ended September 30,
 
2019
 
2018
 
2019
 
2018
Depreciation expense in cost of revenue
$
1,384

 
$
747

 
$
2,855

 
$
2,265

Depreciation expense in operating expenses
8,522

 
4,680

 
18,849

 
13,522

Total depreciation expense
$
9,906

 
$
5,427

 
$
21,704

 
$
15,787