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PROPERTY AND EQUIPMENT (Tables)
12 Months Ended
Dec. 31, 2019
Property, Plant and Equipment [Abstract]  
Schedule of Property and Equipment
The following table presents the amount of depreciation expense recorded in cost of revenue and operating expenses for the years ended December 31, 2019, 2018 and 2017 (in thousands):
 
Year ended December 31,
 
2019
 
2018
 
2017
Depreciation expense in cost of revenue
$
4,179

 
$
2,993

 
$
3,400

Depreciation expense in operating expenses
27,629

 
18,490

 
14,868

Total depreciation expense
$
31,808

 
$
21,483

 
$
18,268

Property and equipment was as follows as of December 31, 2019 and 2018 (in thousands):
 
December 31, 2019
 
December 31, 2018
Infusion pumps
$
30,416

 
$
20,339

Equipment, furniture, and other
51,454

 
34,433

Leasehold improvements
80,916

 
61,302

Computer software, purchased and internally developed
34,884

 
29,668

Assets under development
14,150

 
5,447

 
211,820

 
151,189

Less accumulated depreciation
78,622

 
58,047

Property and equipment, net
$
133,198

 
$
93,142