Gilmer Valdés
Publications by Year
Research Areas
Advanced Radiotherapy Techniques, Radiomics and Machine Learning in Medical Imaging, Lung Cancer Diagnosis and Treatment, Radiation Dose and Imaging, Advanced X-ray and CT Imaging
Most-Cited Works
- → Artificial intelligence and machine learning for medical imaging: A technology review(2021)410 cited
- → Machine learning algorithms for outcome prediction in (chemo)radiotherapy: An empirical comparison of classifiers(2018)299 cited
- → Artificial intelligence in radiation oncology: A specialty-wide disruptive transformation?(2018)244 cited
- → A mathematical framework for virtual IMRT QA using machine learning(2016)189 cited
- → IMRT QA using machine learning: A multi‐institutional validation(2017)154 cited
- → Deep nets vs expert designed features in medical physics: An IMRT QA case study(2018)127 cited
- → MediBoost: a Patient Stratification Tool for Interpretable Decision Making in the Era of Precision Medicine(2016)122 cited
- → A Deep Look Into the Future of Quantitative Imaging in Oncology: A Statement of Working Principles and Proposal for Change(2018)116 cited
- → Clinical decision support of radiotherapy treatment planning: A data-driven machine learning strategy for patient-specific dosimetric decision making(2017)112 cited
- → Integrated models incorporating radiologic and radiomic features predict meningioma grade, local failure, and overall survival(2019)109 cited