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Category:All Headlines World & Geopolitics Markets & Economy Tech & AI PoliticsSearch results for: "Causal inference in survi" (30 stories)

Impact of post-transfusion hemoglobin levels on survival in critically Ill patients: a machine learning–based causal inference analysis

Lead StoryNaturegeneral

Apr 25

Impact of post-transfusion hemoglobin levels on survival in critically Ill patients: a machine learning–based causal inference analysis

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFB5dWpwRjB1VkJnRkJwbklDTElEMHplOERJQmE5OXBFWjdyNGFRZXlhM21RSnhwZDJ1Rm1KX1dfMWtma2ttTlVwX3BxVWg1bnRLSEtnbk1nNmtrZF9QaGhz?oc=5" target="_blank">Impact of post-transfusion hemoglobin levels on survival in critically Ill patients: a machine learning–based causal inference analysis</a>&nbsp;&nbsp;Nature

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Search Results for "Causal inference in survi"

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Operational Survival Deficit of Neoadjuvant Chemotherapy in Early-Stage Breast Cancer: A Target Trial Emulation and Causal Machine Learning Study

medRxivgeneral

Dec 29, 2025

Operational Survival Deficit of Neoadjuvant Chemotherapy in Early-Stage Breast Cancer: A Target Trial Emulation and Causal Machine Learning Study

<a href="https://news.google.com/rss/articles/CBMifEFVX3lxTE9vVW4xVTdfQzRpMEF5SXdaczlWMXhHWFA4YUducGR3c0pNVS1uUFY4M1pKOF9ZR056Mmx0aG9Zc0VZODdCZXZfdW4xYmVCQUJPa19yWk51YVZXSHJ3Y04wRzVTamZ1MVNOb2NFV0toMlJVbF9GdVoxN3U2Rk0?oc=5" target="_blank">Operational Survival Deficit of Neoadjuvant Chemotherapy in Early-Stage Breast Cancer: A Target Trial Emulation and Causal Machine Learning Study</a>&nbsp;&nbsp;medRxiv

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Impact of post-transfusion hemoglobin levels on survival in critically Ill patients: a machine learning–based causal inference analysis

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Search Results for "Causal inference in survi"

Operational Survival Deficit of Neoadjuvant Chemotherapy in Early-Stage Breast Cancer: A Target Trial Emulation and Causal Machine Learning Study

Prognostic tool could help clinicians identify high-risk cancer patients

Causal inference in survival analysis using longitudinal observational data: Sequential trials and marginal structural models

Survival effect of prehospital emergency anaesthesia with intubation in risk-stratified patients with major trauma: a causal modelling study

Bridging survival analysis and machine learning to improve healthy life expectancy estimation using PHR records

Early versus delayed enteral nutrition in septic shock: a target trial emulation study

2025 CAUSALab Summer Courses on Causal Inference

Student Spotlight: Yicheng Shen

Body mass index, adjuvant chemotherapy, toxicity, and survival in non-metastatic colorectal cancer: an individual participant data meta-analysis (OCTOPUS) | British Journal of Cancer

Survivor Average Causal Effects for Continuous Time: A Principal Stratification Approach to Causal Inference With Semicompeting Risks

Estimating covariate-balanced survival curve in distributed data environment using data collaboration quasi-experiment

Outcomes Truncated by Death in RCTs: A Simulation Study on the Survivor Average Causal Effect

Guidelines and Best Practices for the Use of Targeted Maximum Likelihood and Machine Learning When Estimating Causal Effects of Exposures on Time-To-Event Outcomes

FedECA: federated external control arms for causal inference with time-to-event data in distributed settings

Modeling the Restricted Mean Survival Time Using Pseudo‐Value Random Forests

A unified web cloud computing platform MiMedSurv for microbiome causal mediation analysis with survival responses

Post-hoc mediation analysis of two biomarkers, and survival in acute respiratory distress syndrome

Causal inference with longitudinal data subject to irregular assessment times

Better A/B Testing with Survival Analysis

Vitamin D Use Tied to Longer Treatment-Free Survival in Early-Stage CLL

Combined use of Donepezil and Memantine increases the probability of five-year survival of Alzheimer’s disease patients | Communications Medicine

Multistate models as a framework for estimand specification in clinical trials of complex processes

Application of causal forest double machine learning (DML) approach to assess tuberculosis preventive therapy’s impact on ART adherence | Scientific Reports

Inference of upstream-mutation and metabolomic-signature causality identifies prognostic biomarkers and therapeutic targets in pancreatic cancer

Trial emulation and survival analysis for disease incidence registers: A case study on the causal effect of pre-emptive kidney transplantation

Survival impact of adjuvant radiotherapy in early stage low risk elderly male breast cancer patients treated with breast conserving surgery

Stable Cox regression for survival analysis under distribution shifts

Constructing causal pathways for premature cardiovascular disease mortality using directed acyclic graphs with integrating evidence synthesis and expert knowledge

Study: Medicaid expansion tied to improved colorectal cancer survival