Concepedia

Machine learning approaches for risk assessment of peripherally inserted Central catheter-related vein thrombosis in hospitalized patients with cancer

Shanshan Liu, Fengyi Zhang, Lingling Xie, Ying Wang, Qiufen Xiang, Zhiying Yue, Yue Feng, Yanmeng Yang, Junying Li, Li Luo,

International Journal of Medical Informatics · 2019 · 42 citations · 33 references

Concepts

ComputingOncologyClinical Decision SupportMachine LearningRisk AssessmentDeep Vein ThrombosisPredictive Health ModelingRisk PredictionThromboembolism PreventionThrombosisThrombosis ManagementCancer-associated Deep Vein ThrombosisCentral Venous Catheter SafetyCentral Venous Catheter ThrombosisClinical Risk PredictionHospital Acquired Venous Thromboembolism PreventionMachine Learning For HealthcareThromboembolism Risk Prediction

References

33

Regression Shrinkage and Selection Via the Lasso

Robert Tibshirani · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1996 · 51.8K citations

Business, Biostatistics, Computer Science +17

The Elements of Statistical Learning: Data Mining, Inference, and Prediction

Zigang Lu · Journal of the Royal Statistical Society Series A (Statistics in Society) · 2010 · 12.8K citations

Computing, Computer Science, Data Science +12

The random subspace method for constructing decision forests

Tin Kam Ho · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1998 · 6.8K citations

Computing, Computer Science, Data Science +17

Regression Shrinkage and Selection via The Lasso: A Retrospective

Robert Tibshirani · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2011 · 3.7K citations

Natural Sciences, Biostatistics, Mathematics +15

Prevention of VTE in Nonsurgical Patients

Susan R. Kahn, Wendy Lim, Andrew Dunn et al. · CHEST Journal · 2012 · 2.7K citations · Full text

Medicine, Internal Medicine, Surgery +5