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Esther G.C. Troost

Researcher Next ID · RN-000373

Professor · Computer Science

Heidelberg University

Heidelberg, Germany

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Not currently recruitingFunding unknown
Works count
433
Citation count
12,648
H-index
53
i10-index
170

About

433 publications and 12,640 citations recorded on OpenAlex.

Research interests

Computer Science
Advanced Radiotherapy Techniques
Lung Cancer Diagnosis and Treatment
Medical Imaging Techniques and Applications
Radiomics and Machine Learning in Medical Imaging
Radiation Therapy and Dosimetry

Publications

  • The Image Biomarker Standardization Initiative: Standardized Quantitative Radiomics for High-Throughput Image-based Phenotyping

    Radiology · 2020 · 10.1148/radiol.2020191145

  • Radiation dose constraints for organs at risk in neuro-oncology; the European Particle Therapy Network consensus

    Radiotherapy and Oncology · 2018 · 10.1016/j.radonc.2018.05.001

  • A comparative study of machine learning methods for time-to-event survival data for radiomics risk modelling

    Scientific Reports · 2017 · 10.1038/s41598-017-13448-3

  • The effect of SUV discretization in quantitative FDG-PET Radiomics: the need for standardized methodology in tumor texture analysis

    Scientific Reports · 2015 · 10.1038/srep11075

  • ‘Rapid Learning health care in oncology’ – An approach towards decision support systems enabling customised radiotherapy’

    Radiotherapy and Oncology · 2013 · 10.1016/j.radonc.2013.07.007

Current projects

    No projects listed.