TY - JOUR
T1 - Integration of automated predictive analytics into electronic health records: Can spine surgery applications lead the way using SMART on FHIR and CDS Hooks?
AU - Oosterhoff, Jacobien H. F.
AU - Thio, Quirina C. B. S.
AU - Groot, Olivier Q.
AU - Bongers, Michiel E. R.
AU - Ghaednia, Hamid
AU - Karhade, Aditya V.
AU - del Fiol, Guilherme
AU - Kawamoto, Kensaku
N1 - Publisher Copyright: © 2021 Elsevier Inc.
PY - 2021/6/1
Y1 - 2021/6/1
N2 - We are increasingly moving towards precision and personalized medicine for spine surgery. Predictive models have been developed to assist clinicians in predicting a patient's survival, discharge disposition and infection following surgery. However, the developed algorithms generally require the use of stand-alone tools that can be time-consuming and cumbersome to use. Incorporating these algorithms into the electronic health record and clinical workflows will therefore be critical for unlocking these algorithms’ potential. This review summarizes the current state of predictive algorithms in spine surgery and proposes a way forward for optimally integrating them into clinical care. The proposed improvements could also be translated to other subspecialties in orthopedics and neurosurgery.
AB - We are increasingly moving towards precision and personalized medicine for spine surgery. Predictive models have been developed to assist clinicians in predicting a patient's survival, discharge disposition and infection following surgery. However, the developed algorithms generally require the use of stand-alone tools that can be time-consuming and cumbersome to use. Incorporating these algorithms into the electronic health record and clinical workflows will therefore be critical for unlocking these algorithms’ potential. This review summarizes the current state of predictive algorithms in spine surgery and proposes a way forward for optimally integrating them into clinical care. The proposed improvements could also be translated to other subspecialties in orthopedics and neurosurgery.
UR - http://www.scopus.com/inward/record.url?scp=85107858014&partnerID=8YFLogxK
U2 - https://doi.org/10.1016/j.semss.2021.100870
DO - https://doi.org/10.1016/j.semss.2021.100870
M3 - Article
SN - 1040-7383
VL - 33
JO - Seminars in Spine Surgery
JF - Seminars in Spine Surgery
IS - 2
M1 - 100870
ER -