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Publications by Gilmer Valdes

Building More Accurate Decision Trees With the Additive Tree

Proceedings of the National Academy of Sciences of the United States of America
Multidisciplinary
2019English

Clinical Decision Support of Radiotherapy Treatment Planning: A Data-Driven Machine Learning Strategy for Patient-Specific Dosimetric Decision Making

Radiotherapy and Oncology
Nuclear MedicineOncologyRadiologyHematologyImaging
2017English

Machine Learning and Modeling: Data, Validation, Communication Challenges

Medical Physics
MedicineNuclear MedicineRadiologyImagingBiophysics
2018English

Erratum: “Machine Learning Algorithms for Outcome Prediction in (Chemo)radiotherapy: An Empirical Comparison of Classifiers” [Med. Phys. 45 (7), 3449-3459 (2018)]

Medical Physics
MedicineNuclear MedicineRadiologyImagingBiophysics
2019English

Using Machine Learning to Predict Radiation Pneumonitis in Patients With Stage I Non-Small Cell Lung Cancer Treated With Stereotactic Body Radiation Therapy

Physics in Medicine and Biology
RadiologicalRadiologyNuclear MedicineUltrasound TechnologyImaging
2016English

Exploratory Analysis Using Machine Learning to Predict for Chest Wall Pain in Patients With Stage I Non-Small-Cell Lung Cancer Treated With Stereotactic Body Radiation Therapy

Journal of Applied Clinical Medical Physics
InstrumentationNuclear MedicineRadiologyRadiationImagingMedicine
2018English

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