1. TransEnterix
R&D spending: $21,823,000
Percentage of revenues: 90.5%
2019 overall revenue ranking: 98
TransEnterix research and development expenses went toward the design, development, testing and enhancement of its existing product line, including its Senhance System, according to its SEC annual report filing.