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Titus J. Brinker

Researcher Next ID · RN-000452

Professor · Computer Science

German Cancer Research Center

Heidelberg, Germany

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Not currently recruitingFunding unknown
Works count
242
Citation count
9,769
H-index
48
i10-index
115

About

242 publications and 9,759 citations recorded on OpenAlex.

Research interests

Computer Science
AI in cancer detection
Cutaneous Melanoma Detection and Management
Radiomics and Machine Learning in Medical Imaging
Artificial Intelligence in Healthcare and Education
Smoking Behavior and Cessation

Publications

  • Deep learning in cancer pathology: a new generation of clinical biomarkers

    British Journal of Cancer · 2020 · 10.1038/s41416-020-01122-x

  • A single-cell landscape of high-grade serous ovarian cancer

    Nature Medicine · 2020 · 10.1038/s41591-020-0926-0

  • Deep learning outperformed 136 of 157 dermatologists in a head-to-head dermoscopic melanoma image classification task

    European Journal of Cancer · 2019 · 10.1016/j.ejca.2019.04.001

  • Deep neural networks are superior to dermatologists in melanoma image classification

    European Journal of Cancer · 2019 · 10.1016/j.ejca.2019.05.023

  • Skin Cancer Classification Using Convolutional Neural Networks: Systematic Review

    Journal of Medical Internet Research · 2018 · 10.2196/11936

Current projects

    No projects listed.