Research graph
References from Causal Machine Learning for Surgical Interventions. Local targets link to admitted publications; unresolved targets remain external evidence.
10.1146/annurev.soc.012809.102702
10.1146/annurev.soc.012809.102702 · External reference
10.1186/s12911-024-02606-z
10.1186/s12911-024-02606-z · External reference
10.1073/pnas.1510489113
10.1073/pnas.1510489113 · External reference
10.1016/j.spinee.2004.08.001
10.1016/j.spinee.2004.08.001 · External reference
10.1038/s43856-024-00726-1
10.1038/s43856-024-00726-1 · External reference
10.1016/j.jocn.2015.01.003
10.1016/j.jocn.2015.01.003 · External reference
10.1007/s00586-018-5733-7
10.1007/s00586-018-5733-7 · External reference
10.1007/s11999-010-1549-4
10.1007/s11999-010-1549-4 · External reference
10.1097/brs.0000000000002248
10.1097/brs.0000000000002248 · External reference
10.1126/sciadv.abk1942
10.1126/sciadv.abk1942 · External reference
10.1038/s42256-020-0197-y
10.1038/s42256-020-0197-y · External reference
10.1145/3584371.3612957
10.1145/3584371.3612957 · External reference
10.1145/3698587.3701493
10.1145/3698587.3701493 · External reference
10.1097/brs.0b013e3181c7decc
10.1097/brs.0b013e3181c7decc · External reference
10.1016/j.spinee.2008.07.005
10.1016/j.spinee.2008.07.005 · External reference
10.1097/00007632-200103010-00023
10.1097/00007632-200103010-00023 · External reference
10.1097/brs.0000000000002984
10.1097/brs.0000000000002984 · External reference
10.1016/j.spinee.2005.07.003
10.1016/j.spinee.2005.07.003 · External reference
10.1111/j.1467-6419.2007.00527.x
10.1111/j.1467-6419.2007.00527.x · External reference
10.1177/0962280210395740
10.1177/0962280210395740 · External reference
10.1080/01621459.1996.10476902
10.1080/01621459.1996.10476902 · External reference
10.1198/016214504000001880
10.1198/016214504000001880 · External reference
10.1080/03610929408831393
10.1080/03610929408831393 · External reference
10.1038/s41598-021-99990-7
10.1038/s41598-021-99990-7 · External reference
MedAgentGym: Training LLM agents for code-based medical reasoning at scale
2025 · External reference
10.1353/obs.2019.0001
10.1353/obs.2019.0001 · External reference
10.1198/jcgs.2010.08162
10.1198/jcgs.2010.08162 · External reference
Deep counterfactual networks with propensity-dropout
2017 · External reference
10.1002/cam4.6666
10.1002/cam4.6666 · External reference
10.1016/j.bja.2020.03.032
10.1016/j.bja.2020.03.032 · External reference
10.1016/j.lers.2022.10.002
10.1016/j.lers.2022.10.002 · External reference
10.1093/biomet/70.1.41
10.1093/biomet/70.1.41 · External reference
Data-driven estimation of heterogeneous treatment effects
2023 · External reference
MOVER: Medical informatics operating room vitals and events repository
External reference
10.1073/pnas.1804597116
10.1073/pnas.1804597116 · External reference
Learning representations for counterfactual inference
2016 · External reference
