TY - JOUR
T1 - Short Keynote Paper: Mainstreaming Personalized Healthcare-Transforming Healthcare Through New Era of Artificial Intelligence
T2 - Mainstreaming Personalized Healthcare-Transforming Healthcare through New Era of Artificial Intelligence
AU - Paranjape, Ketan
AU - Schinkel, Michiel
AU - Nanayakkara, Prabath
PY - 2020/7/1
Y1 - 2020/7/1
N2 - Medicine has entered the digital era, driven by data from new modalities, especially genomics and imaging, as well as new sources such as wearables and Internet of Things. As we gain a deeper understanding of the disease biology and how diseases affect an individual, we are developing targeted therapies to personalize treatments. There is a need for technologies like Artificial Intelligence (AI) to be able to support predictions for personalized treatments. In order to mainstream AI in healthcare we will need to address issues such as explainability, liability and privacy. Developing explainable algorithms and including AI training in medical education are many of the solutions that can help alleviate these concerns.
AB - Medicine has entered the digital era, driven by data from new modalities, especially genomics and imaging, as well as new sources such as wearables and Internet of Things. As we gain a deeper understanding of the disease biology and how diseases affect an individual, we are developing targeted therapies to personalize treatments. There is a need for technologies like Artificial Intelligence (AI) to be able to support predictions for personalized treatments. In order to mainstream AI in healthcare we will need to address issues such as explainability, liability and privacy. Developing explainable algorithms and including AI training in medical education are many of the solutions that can help alleviate these concerns.
KW - Artificial Intelligence (AI)
KW - deep learning
KW - machine learning
KW - personalized healthcare
UR - http://www.scopus.com/inward/record.url?scp=85087469956&partnerID=8YFLogxK
U2 - https://doi.org/10.1109/JBHI.2020.2970807
DO - https://doi.org/10.1109/JBHI.2020.2970807
M3 - Article
C2 - 32054591
SN - 2168-2194
VL - 24
SP - 1860
EP - 1863
JO - IEEE journal of biomedical and health informatics
JF - IEEE journal of biomedical and health informatics
IS - 7
M1 - 8988253
ER -