Prediction, Not Association, Paves the Road to Precision Medicine-Reference-Cited by-同舟云学术

Prediction, Not Association, Paves the Road to Precision Medicine

Published:2021-02-01 Issue:2 Volume:78 Page:127
ISSN:2168-622X
Container-title:JAMA Psychiatry
language:en
Short-container-title:JAMA Psychiatry

Author:

Bzdok Danilo¹²,Varoquaux Gael³,Steyerberg Ewout W.⁴

Affiliation:

1. Mila–Quebec Artificial Intelligence Institute, Montreal, Quebec, Canada

2. Department of Biomedical Engineering, McConnell Brain Imaging Centre, Montreal Neurological Institute, Faculty of Medicine, McGill University, Montreal, Canada

3. INRIA Saclay, Paris, France

4. Leiden University Medical Center, Leiden, the Netherlands

Publisher

American Medical Association (AMA)

Subject

Psychiatry and Mental health

Link

https://jamanetwork.com/journals/jamapsychiatry/articlepdf/2769487/jamapsychiatry_bzdok_2020_vp_200035_1611765304.78668.pdf

Reference10 articles.

1. The Predictive Approaches to Treatment Effect Heterogeneity (PATH) statement: explanation and elaboration.;Kent;Ann Intern Med,2020

2. Statistics versus machine learning.;Bzdok;Nat Methods,2018

3. Computational neuroimaging strategies for single patient predictions.;Stephan;Neuroimage,2017

4. Prediction as a humanitarian and pragmatic contribution from human cognitive neuroscience.;Gabrieli;Neuron,2015

5. Cross-trial prediction of treatment outcome in depression: a machine learning approach.;Chekroud;Lancet Psychiatry,2016

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