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" ... Digital health enthusiasts shouldn’t feel bad; it’s taken molecular researchers a remarkably long time to appreciate the challenge of biomarker development (a subtlety still lost on many biopharmas). By recognizing and addressing these challenges prospectively -- which is to say, by leveraging the learnings of their molecularly-focused peers -- digital health researchers can accelerate the incorporation of powerful technologies, speeding their transition from promising but unproven health concepts to validated, integrated clinical tools. ... "
" ... Notably, some biopharmas, like Gilead, don’t have a formal CMO role; instead, the CMO functions are assumed by other executives. ... "
" ... The opportunity, though, may lie within the mid-tier healthcare organizations and mid-size biopharmas who aren’t industry leaders but strive to be, are reasonably resourced, and see thoughtful innovation as the path forward; like Avis, they try harder. And unlike the largest healthcare organizations and biopharmas, who often seem to have the mindset of playing not to lose, the mid-tier or midsize organizations may have precisely the right mindset and budget to represent the ideal partner for innovative, tech-enabled startups seeking to impact how care is delivered and how new medicines are developed. ... "