My current research utilizes mathematical concepts of machine learning for:
(a) the design and implementation of novel ways to track epidemic outbreaks around the Globe in real-time, using data from: Google searches, Twitter microblogs, Electronic Health Records, and news reports, and
(b) to improve patient outcomes and reduce hospital costs in Critical Care Medicine.
Perlis RH, Lunz Trujillo K, Safarpour A, Quintana A, Simonson MD, Perlis J, Santillana M, Ognyanova K, Baum MA, Druckman JN, Lazer D.
JAMA Netw Open. 2023 Sep 05. 6(9):e2334945. PMID: 37755830
Perlis RH, Lunz Trujillo K, Green J, Safarpour A, Druckman JN, Santillana M, Ognyanova K, Lazer D.
JAMA Health Forum. 2023 09 01. 4(9):e233257. PMID: 37773507
Sperotto F, Emani S, Zhu L, Delgado M, Santillana M, Kheir JN.
Pharmacotherapy. 2023 07. 43(7):579-587. PMID: 37300529
Solomonov N, Green J, Quintana A, Lin J, Ognyanova K, Santillana M, Druckman JN, Baum MA, Lazer D, Gunning FM, Perlis RH.
J Affect Disord. 2023 08 01. 334:43-49. PMID: 37086804
Roster KO, Martinelli T, Connaughton C, Santillana M, Rodrigues FA.
Res Sq. 2023 Feb 09. PMID: 36798282
Kogan NE, Gantt S, Swerdlow D, Viboud C, Semakula M, Lipsitch M, Santillana M.
Clin Infect Dis. 2023 02 08. 76(3):424-432. PMID: 36196586
Perlis RH, Santillana M, Ognyanova K, Lazer D.
medRxiv. 2023 Feb 01. PMID: 36778263
Perlis RH, Lunz Trujillo K, Safarpour A, Santillana M, Ognyanova K, Druckman J, Lazer D.
JAMA Netw Open. 2023 02 01. 6(2):e2256152. PMID: 36790806
Poirier C, Bouzillé G, Bertaud V, Cuggia M, Santillana M, Lavenu A.
JMIR Public Health Surveill. 2023 01 31. 9:e34982. PMID: 36719726
Stolerman LM, Clemente L, Poirier C, Parag KV, Majumder A, Masyn S, Resch B, Santillana M.
Sci Adv. 2023 Jan 18. 9(3):eabq0199. PMID: 36652520