Why we need a small data paradigm
Abstract Background There is great interest in and excitement about the concept of personalized or precision medicine and, in particular, advancing this vision via various ‘big data’ efforts. While these methods are necessary, they are insufficient to achieve the full personalized medicine promise....
Main Authors: | Eric B. Hekler, Predrag Klasnja, Guillaume Chevance, Natalie M. Golaszewski, Dana Lewis, Ida Sim |
---|---|
Format: | Article |
Language: | English |
Published: |
BMC
2019-07-01
|
Series: | BMC Medicine |
Subjects: | |
Online Access: | http://link.springer.com/article/10.1186/s12916-019-1366-x |
Similar Items
-
Convergence of Precision Medicine and Public Health Into Precision Public Health: Toward a Big Data Perspective
by: Pedro Elkind Velmovitsky, et al.
Published: (2021-04-01) -
Precision Health Economics and Outcomes Research to Support Precision Medicine: Big Data Meets Patient Heterogeneity on the Road to Value
by: Yixi Chen, et al.
Published: (2016-11-01) -
The development of precision medicine in clinical practice
by: Mingyan He, et al.
Published: (2015-12-01) -
Great future or greedy venture: Precision medicine needs philosophy
by: Fei Jiao, et al.
Published: (2021-09-01) -
Machine learning as the new approach in understanding biomarkers of suicidal behavior
by: Alja Videtič Paska, et al.
Published: (2020-12-01)