Gilmer Valdés - Concepedia

Author

Gilmer Valdés

University of California, San Francisco ORCID

Also Known As

G Valdes, G. Valdes, Gilmer Valdes, Gilmer Valdés, Timothy D. Solberg, Valdes, Gilmer

127

Publications

3.5K

Citations

H-Index

Concepts

All Affiliations

University of California, San Francisco University of Pennsylvania University of California, Los Angeles Memorial Sloan Kettering Cancer Center Maastricht University

About

Gilmer Valdés is an author at University of California, San Francisco specializing in medicine, radiation oncology, and radiology.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Medicine	11	11	575
2	Health Sciences	7	7	432
3	Engineering	6	6	491
4	Biostatistics	3	3	221
5	Public Health	1	1	97

Gilmer Valdés

Publications

2.2K

Citations

H-Index

Page 1

	Year	Citations
Machine learning algorithms for outcome prediction in (chemo)radiotherapy: An empirical comparison of classifiers Timo M. Deist, Frank J. W. M. Dankers, Gilmer Valdés, Medical Physics	2018	296
A mathematical framework for virtual IMRT QA using machine learning Gilmer Valdés, Ryan Scheuermann, Chao-Nan Hung, Medical Physics	2016	189
<scp>IMRT QA</scp> using machine learning: A multi‐institutional validation Gilmer Valdés, Maria F. Chan, Seng Boh Lim, Journal of Applied Clinical Medical Physics	2017	154
Deep nets vs expert designed features in medical physics: An IMRT QA case study Yannet Interian, V.C. Rideout, Vasant Kearney, Medical Physics	2018	127
MediBoost: a Patient Stratification Tool for Interpretable Decision Making in the Era of Precision Medicine Gilmer Valdés, José Marcio Luna, Eric Eaton, Scientific Reports	2016	121
Clinical decision support of radiotherapy treatment planning: A data-driven machine learning strategy for patient-specific dosimetric decision making Gilmer Valdés, Charles B. Simone, Josephine Chen, Radiotherapy and Oncology Adaptive RadiotherapyEngineeringMachine LearningData ScienceMedicine	2017	112
Integrated models incorporating radiologic and radiomic features predict meningioma grade, local failure, and overall survival Olivier Morin, William Chen, Farshad Nassiri, Neuro-Oncology Advances	2019	108
Using machine learning to predict radiation pneumonitis in patients with stage I non-small cell lung cancer treated with stereotactic body radiation therapy Gilmer Valdés, Timothy D. Solberg, Marina Heskel, Physics in Medicine and Biology Machine LearningDiagnosisNew FeaturesComputational MedicineBiostatistics	2016	107
Machine Learning in Radiation Oncology: Opportunities, Requirements, and Needs Mary Feng, Gilmer Valdés, Nayha Dixit, Frontiers in Oncology Artificial IntelligenceEngineeringMachine LearningMachine Learning ToolOncology	2018	104
Machine learning and modeling: Data, validation, communication challenges Issam El Naqa, Dan Ruan, Gilmer Valdés, Medical Physics EngineeringMachine LearningMachine Learning ToolImage AnalysisData Science	2018	101

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