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Annika Reinke | Researchclopedia

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Annika Reinke

German Cancer Research Center ORCID

82

Works

3,715

Citations

20

h-index

34

i10-index

Research Topics

Radiomics and Machine Learning in Medical Imaging Artificial Intelligence in Healthcare and Education Advanced Neural Network Applications

Affiliations

United Nations Economic and Social Commission for Asia and the Pacific2021–2024

German Cancer Research Center2018–2025

Heidelberg University2018–2025

Helmholtz-Zentrum Berlin für Materialien und Energie2024–2024

Helmholtz Institute Mainz2023–2023

Top Works

The Medical Segmentation Decathlon

Michela Antonelli,Annika Reinke,et al.

20221,130 citations

Surgical Simulation and Training

Colorectal Cancer Screening and Detection

Metrics reloaded: recommendations for image analysis validation

Lena Maier‐Hein,Annika Reinke,et al.

2024352 citations

Why rankings of biomedical image analysis competitions should be interpreted with care

Lena Maier‐Hein,Matthias Eisenmann,et al.

2018351 citations

Understanding metric-related pitfalls in image analysis validation

Annika Reinke,Minu D. Tizabi,et al.

2024156 citations

BIAS: Transparent reporting of biomedical image analysis challenges

Lena Maier‐Hein,Annika Reinke,et al.

2020122 citations

Comparative validation of multi-instance instrument segmentation in endoscopy: Results of the ROBUST-MIS 2019 challenge

Tobias Roß,Annika Reinke,et al.

202089 citations

Comparative validation of machine learning algorithms for surgical workflow and skill analysis with the HeiChole benchmark

Martin Wagner,Beat P. Müller‐Stich,et al.

202389 citations

Common Limitations of Image Processing Metrics: A Picture Story

Annika Reinke,Minu D. Tizabi,et al.

202187 citations

Labelling instructions matter in biomedical image analysis

Tim Rädsch,Annika Reinke,et al.

202376 citations