Concepedia

Development and Internal Validation of a Recursive Partitioning Analysis–Based Model Predictive of Pain Flare Incidence After Spine Stereotactic Body Radiation Therapy

Roman O. Kowalchuk, Trey C. Mullikin, William S. Harmsen, Peter S. Rose, Brittany L. Siontis, Dong Kun Kim, Brian A. Costello, Jonathan M. Morris, Joseph Marion, Benjamin A. Johnson‐Tesch,

Practical Radiation Oncology · 2022 · 17 citations · 32 references

Concepts

Spine CarePain DisordersRadiation MedicineHealth SciencesPain MedicineInternal ValidationRecursive PartitioningSpinal FusionBack PainPain ManagementMedicineRadiation OncologyOrthopaedic SurgeryTreatment VerificationPain Flare IncidenceRadiologyPain Research

References

32

Scikit-learn: Machine Learning in Python

Fabián Pedregosa, Gaël Varoquaux, Alexandre Gramfort et al. · arXiv (Cornell University) · 2012 · 63.3K citations · Full text

An introduction to recursive partitioning: Rationale, application, and characteristics of classification and regression trees, bagging, and random forests.

Carolin Strobl, James D. Malley, Gerhard Tutz · Psychological Methods · 2009 · 2.5K citations · Full text

Engineering, Machine Learning, Feature Selection +23

Decision tree methods: applications for classification and prediction

VA Palo · 2015 · 1.3K citations

Decision Tree Methodology, Engineering, Machine Learning +18

Therapeutic effects of ablative radiation on local tumor require CD8+ T cells: changing strategies for cancer treatment

Youjin Lee, Sogyong Auh, Yugang Wang et al. · Blood · 2009 · 1.3K citations · Full text

lifelines: survival analysis in Python

Cameron Davidson-Pilon · The Journal of Open Source Software · 2019 · 844 citations · Full text