Results 91 to 100 of about 47,050 (138)

Mapping neighbourhood-level drivers of type 2 diabetes for precision public health using predictive and causal machine learning. [PDF]

Sci Rep
Noaeen M, Rostami A, Ghanem I, Saarela O, Keshavjee K, Brook JR, Shakeri Z.   +6 more
europepmc   +1 more source

Early metoprolol use in ICU patients with congestive heart failure is associated with increased 30-day mortality: a causal machine learning study. [PDF]

Front Pharmacol
Chen Y, Li T.
europepmc   +1 more source

Real-World Data and Causal Machine Learning to Enhance Drug Development. [PDF]

Ther Innov Regul Sci
Anagnostopoulos C, Van Der Schaar M, Collet JP, Vecino RH.   +3 more
europepmc   +1 more source

Evaluation of conditional treatment effect of salt stress on tomato sugar content using causal machine learning: A pilot study. [PDF]

PLoS One
Goto I, Abiko S, Sugiura S, Furudate A, Suzuki A, Hayashi A, Suzuki D, Kikuchi K.   +7 more
europepmc   +1 more source

Improving the accuracy of medical diagnosis with causal machine learning. [PDF]

Nat Commun, 2020
Richens JG, Lee CM, Johri S.
europepmc   +1 more source

Beyond just correlation: causal machine learning for the microbiome, from prediction to health policy with econometric tools. [PDF]

Front Microbiol
Khelfaoui I, Wang W, Meskher H, Shehata AI, El Basuini MF, Abouelenein MF, Degha HE, Alhoshy M, Teiba II, Mahmoud SS.   +9 more
europepmc   +1 more source

Entropy-Augmented Forecasting and Portfolio Construction at the Industry-Group Level: A Causal Machine-Learning Approach Using Gradient-Boosted Decision Trees. [PDF]

Entropy (Basel)
Cohen G, Aiche A, Eichel R.
europepmc   +1 more source

Publisher Correction: Improving the accuracy of medical diagnosis with causal machine learning. [PDF]

Nat Commun, 2020
Richens JG, Lee CM, Johri S.
europepmc   +1 more source

A Causal Machine Learning Framework for Estimating the Impact of Cancer Diagnosis on Receipt of Advance Care Planning. [PDF]

Health Serv Res
Baird A, Cheng Y, Lesandrini J, Xia Y.
europepmc   +1 more source

Unifying graph neural networks causal machine learning and conformal prediction for robust causal inference in rail transport systems. [PDF]

Sci Rep
Akçay MT.
europepmc   +1 more source