Hilary Armstrong, PhD

Pharma is moving from a fee-for-service to a value-based model. As part of this movement, companies are under pressure to show the direct and indirect values of their products. Big data and digital health are supporting this movement with real-world, real-time insights and are bringing patient perspectives to the forefront. Medical affairs has the prominent role of helping healthcare practitioners (HCPs) navigate vast quantities of information and understand how to use new products for the best… Show more

Pharma is moving from a fee-for-service to a value-based model. As part of this movement, companies are under pressure to show the direct and indirect values of their products. Big data and digital health are supporting this movement with real-world, real-time insights and are bringing patient perspectives to the forefront. Medical affairs has the prominent role of helping healthcare practitioners (HCPs) navigate vast quantities of information and understand how to use new products for the best patient outcomes. Show less

Anand S Iyer, Kristen E Holm, Surya P Bhatt, Victor Kim, Gregory L Kinney, Frederick S Wamboldt, Michael R Jacobs, Elizabeth A Regan, Hilary F Armstrong, Katherine E Lowe, Carlos H Martinez, Mark T Dransfield, Marilyn G Foreman, Gen Shinozaki, Nicola A Hanania, Robert A Wise, Barry J Make, Karin F Hoth, COPDGene Investigators

A Shoval, HF Armstrong, J Vakhrusheva, JS Ballon, MN Bartels, D Kimhy

Digital health – patients’ use of mobile devices, wearables and connected virtual
assistants to deliver health – is becoming integrated into virtually every aspect of
healthcare. Innovative applications relevant to the pharmaceutical industry include
identifying patients for therapy, enhancing the value and outcomes of treatment,
engaging patients and tracking disease severity in clinical care and trial settings.
Adoption of, and investment in, these technologies has now scaled… Show more

Digital health – patients’ use of mobile devices, wearables and connected virtual
assistants to deliver health – is becoming integrated into virtually every aspect of
healthcare. Innovative applications relevant to the pharmaceutical industry include
identifying patients for therapy, enhancing the value and outcomes of treatment,
engaging patients and tracking disease severity in clinical care and trial settings.
Adoption of, and investment in, these technologies has now scaled to the point
that pharmaceutical companies are developing and pursuing comprehensive
digital health strategies. A foundational factor in drawing insights from the data
derived through digital health channels is data connectivity. Linking data alone is
not enough. By using real-world data methodologies, we can ensure that digitalhealth
data produce reliable and unbiased evidence, and we can trigger changes
in care management that ultimately enhance patient outcomes. Show less

Order of authors: Armstrong HF, Podolanczuk AJ, Barr RG, Oelsner EC, Kawut SM, Hoffman EA, Tracy R, Kaminski N, McClelland RL, Lederer DJ

Order of authors: Layton AM, Armstrong HF, Kim HP, Meza KS, D’Ovidio F, Arcasoy, SM

Order of Authors: Armstrong HF, Lovasi GS, Soliman EZ, Heckbert SR, Psaty BM, Austin JHM, Krishnan JA,
Hoffman EA, Johnson C, Budoff MJ, Watson KE, Barr GB.

Order of authors: Layton AM, Armstrong HF, Baldwin MR, Podolanczuk AJ, Piezchata NM, Singer JP, Srcasory SM, Meza KS, D’Ovidio F, Lederer DJ.

Order of Authors: Podolanczuk AJ, Oelsner EC, Barr RG, Hoffman EA, Armstrong HF, Austin JHM,
Basner RC, Bartels MN, Christie JD, Enright PL, Gochuico BR, Stukovsky KH, Kaufman JD, Nath PH, Newell JD, Palmer SM, Rabinowitz D, Raghu G, Sell JL, Sieren J, Sonavane SK, Tracy RP, Watts JR, Williams K, Kawut SM, Lederer DJ.

Order of Authors: Armstrong, HF, Lederer, DJ, Bacchetta M, Bartels MN.

Order of Authors: Armstrong HF, Bartels MN, Paslavski O, Cain D, Shoval HA, Ballon JS, Khan S, Sloan RP,
Kimhy D.

Order of Authors: Kimhy D, Lauriola V, Bartels MN, Armstrong HF, Vakhrusheva J, Ballon JS, Sloan RP.

Order of authors: Kimhy D, Lauriola V, Bartels MN, Armstrong HF, Vakhrusheva J, Ballon JS, Sloan RP.

Order of authors: Brunjes DL, Dunlop M, Wu C, Jones M, Kato TA, Kennel PJ, Armstrong HF, Choo T, Bartels MN, Forman DE, Mancini DM, Schulze P

Order of authors: Podolanczuk AJ, Oelsner EC, Barr RG, Hoffman EA, Armstrong HF, Austin JHM,
Basner RC, Bartels MN, Christie JD, Enright PL, Gochuico BR, Stukovsky KH, Kaufman JD, Nath PH, Newell JD, Palmer SM, Rabinowitz D, Raghu G, Sell JL, Sieren J, Sonavane SK, Tracy RP, Watts JR, Williams K, Kawut SM, Lederer DJ.

Order of authors: Wu C, Kato T, Ji r, Zizola C, Templeton D, Deng Y, Akashi H, Kennel PJ, Armstrong
HF, Forman DE, Hall J, Chokshi A, Mancini D, Bartels MN, Seres D, Schulze P

Order of authors: Kimhy D, Khan S, Ayanruoh L, Chang RW, Hansen MC, Lister A, Ballon JS, Rotundo
L, Vakhrusheva J, Armstrong HF, Bartels MN, Sloan RP

Order of authors: Ploypetch T, Kwon J, Armstrong HF, Kim H.

Order of authors: Kato TS, Armstrong HF, Schulze CP, Lippel M, Farr M, Bacchetta M, Bartels MN,
Homma S, Di Tullio MR, Mancini

Order of authors: Armstrong HF, Gonzalez-Costello J, Thirapatarapon W, Jorde UP, Bartels MN

Order of authors: Ploypetch T, Kwon J, Armstrong HF, Ayala AC, Kim H.

Order of authors: Kimhy D, Vakhrusheva J, Bartels MN, Armstrong HF, Ballon JS, Khan S, Chang RW, Hansen MC, Ayanruoh L, Lister A, Rotundo L, Castren E, Smith EE, Sloan RP.

Order of authors: Armstrong HF, Dussault NE, Thirapatarapon W, Lemieux RS, Thomashow BM,
Bartels, MN

Order of authors: Kimhy D, Vakhrusheva J, Bartels MN, Armstrong HF, Ballon JS, Khan S, Chang RW, Hansen MC, Rotundo L, Smith EE, Sloan R

Order of authors: Thirapatarapon W, Armstrong HF, Bartels MN

Order of authors: Thirapatarapon W, Armstrong HF, Bartels MN.

Order of authors: Armstrong HF, Schulze PC, Bacchetta M, Thirapatarapong W, Bartels M

Order of authors: Thirapatarapon W, Armstrong HF, Bartels MN

Order of authors: Gonzalez-Costello J, Armstrong HF, Bevelaqua AC, Letarte LA, Thomashow BM, Jorde UP, Bartels M

Order of authors: Armstrong HF, Schulze PC, Kato TS, Bacchetta M, Thirapatarapong W, Bartels MN

Order of authors: Wilawan Thirapotarapong, Matthew N. Bartels, Hilary F. Armstrong, Byron M. Thomashow

Order of authors: Armstrong HF, Thirapatarapon W, Dussalt NE, Bartels MN

Order of authors: Aimee M. Layton, Carol Ewing Garber, Hilary F. Armstrong, Robert C. Basner, Byron M. Thomashow, Matthew N. Bartels

Order of authors: Armstrong HF, Gonzalez-Costello J, Jorde UP, Ginsburg ME, Layton AM, Thomashow BM, Bartels MN.

Order of authors: Armstrong HF, Garber CE, Arcasoy S, Bartels MN

Order of authors: Bartels MN, Armstrong HF, Gerardo RE, Layton AM, Emmert-Aronson BO, Sonett J, Arcasoy S.

Order of authors: Layton AM, Garber CE, Thomashow BM, Gerardo RE, Emmert-Aronson BO, Armstrong HF, Basner RC, Jellen PJ, Bartels MN.

Order of authors: Bartels MN, Gates GJ, Downey JA, Armstrong, HF, De Meersman RE.

Order of authors: Layton AM, Armstrong HF, Moran SL, Sheel AW, Guenette J, THomashow BM, Jellen PA, Bartels MN, Basner R