Causal inference and counterfactual prediction in machine learning for actionable healthcare

M Prosperi, Y Guo, M Sperrin, JS Koopman… - Nature Machine …, 2020 - nature.com
Big data, high-performance computing, and (deep) machine learning are increasingly
becoming key to precision medicine—from identifying disease risks and taking preventive …

Causal inference and counterfactual prediction in machine learning for actionable healthcare

M Prosperi, Y Guo, M Sperrin… - Nature Machine …, 2020 - research.manchester.ac.uk
Big data, high-performance computing, and (deep) machine learning are increasingly
becoming key to precision medicine—from identifying disease risks and taking preventive …

Causal inference and counterfactual prediction in machine learning for actionable healthcare

P Mattia, Y Guo, S Matt, JS Koopman… - Nature Machine …, 2020 - search.proquest.com
Big data, high-performance computing, and (deep) machine learning are increasingly
becoming key to precision medicine—from identifying disease risks and taking preventive …

[引用][C] Causal inference and counterfactual prediction in machine learning for actionable healthcare

M Prosperi, Y Guo, M Sperrin, JS Koopman… - Nature Machine …, 2020 - cir.nii.ac.jp
Causal inference and counterfactual prediction in machine learning for actionable healthcare |
CiNii Research CiNii 国立情報学研究所 学術情報ナビゲータ[サイニィ] 詳細へ移動 検索フォームへ …

[PDF][PDF] Causal inference and counterfactual prediction in machine learning for actionable healthcare

M Prosperi, Y Guo, M Sperrin… - Nature Machine …, 2020 - drive.google.com
Advances in computing and machine learning have opened unprecedented paths to
processing and inferring knowledge from big data. Deep learning has been game-changing …

[PDF][PDF] Causal inference and counterfactual prediction in machine learning for actionable healthcare

M Prosperi, Y Guo, M Sperrin… - Nature Machine …, 2020 - drive.google.com
Advances in computing and machine learning have opened unprecedented paths to
processing and inferring knowledge from big data. Deep learning has been game-changing …