Results 71 to 80 of about 47,050 (138)

Estimating individual treatment effects on COPD exacerbations by causal machine learning on randomised controlled trials. [PDF]

Thorax, 2023
Verstraete K, Gyselinck I, Huts H, Das N, Topalovic M, De Vos M, Janssens W.   +6 more
europepmc   +1 more source

Identifying treatment heterogeneity in atrial fibrillation using a novel causal machine learning method. [PDF]

Am Heart J, 2023
Ngufor C, Yao X, Inselman JW, Ross JS, Dhruva SS, Graham DJ, Lee JY, Siontis KC, Desai NR, Polley E, Shah ND, Noseworthy PA.   +11 more
europepmc   +1 more source

Causal machine learning methods for understanding land use and land cover change. [PDF]

Landsc Ecol
Eigenbrod F, Alexander P, Apfel N, Athanasiadis IN, Berger T, Bullock JM, Duveiller G, Equihua J, Menezes I, Moreira R, Paudel D, Sitokonstantinou V, Reichstein M, Willcock S, Woodman T.   +14 more
europepmc   +1 more source

The effect of COVID-19 on self-reported safety incidents in aviation: An examination of the heterogeneous effects using causal machine learning. [PDF]

J Safety Res, 2023
Choi Y, Gibson JR.
europepmc   +1 more source

Identifying daily-living features related to loneliness: A causal machine learning approach. [PDF]

PLoS One
Wang Y, Auxier J, Amayag M, Azimi I, Rahmani AM, Liljeberg P, Axelin A.   +6 more
europepmc   +1 more source

Correction to "Predicting preventable hospital readmissions with causal machine learning". [PDF]

Health Serv Res, 2021
Marafino BJ, Schuler A, Liu VX, Escobar GJ, Baiocchi M.   +4 more
europepmc   +1 more source

Causal machine learning uncovers conditions for convective intensification driven by organic and sulfate aerosols. [PDF]

Sci Rep
Wang D, Li JX, Lu J.
europepmc   +1 more source

Heterogeneous Effects of Health Insurance on Rural Children's Health in China: A Causal Machine Learning Approach. [PDF]

Int J Environ Res Public Health, 2021
Chen H, Xing J, Yang X, Zhan K.
europepmc   +1 more source

Causality, Explanations, Machine Learning, and Engineering

Foundations of Science
Abstract Causality and explanation are fundamental, yet often underacknowledged, in engineering. While engineering education emphasizes design principles, codes of practice, and technical considerations, the explicit notion of causality is typically buried under layers of empirical formulas, rule-based guidelines, and prescriptive ...
openaire   +1 more source

Effect of sea surface temperature in El Niño regions on dengue dynamics in Colombia: Evidence from causal machine learning. [PDF]

PLOS Glob Public Health
Gutiérrez JD, Tapias-Rivera J, Hijuelos-Cárdenas ML, Montaño-Villalba LE.   +3 more
europepmc   +1 more source