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Bjoern Menze | Researchclopedia

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Bjoern Menze

University of Zurich

623

Works

25,768

Citations

63

h-index

253

i10-index

Research Topics

Radiomics and Machine Learning in Medical Imaging Medical Image Segmentation Techniques Brain Tumor Detection and Classification

Affiliations

Rutgers, The State University of New Jersey2016–2016

University of North Carolina at Chapel Hill2013–2013

University of Bern2018–2018

Institut national de recherche en informatique et en automatique2010–2016

University of North Carolina Health Care2013–2013

Top Works

The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)

Bjoern Menze,András Jakab,et al.

20146,282 citations

Advanced MRI Techniques and Applications

AI in cancer detection

A comparison of random forest and its Gini importance with standard chemometric methods for the feature selection and classification of spectral data

Bjoern Menze,B. Michael Kelm,et al.

20091,284 citations

The Medical Segmentation Decathlon

Michela Antonelli,Annika Reinke,et al.

20221,130 citations

A large annotated medical image dataset for the development and evaluation of segmentation algorithms

Amber L. Simpson,Michela Antonelli,et al.

2019717 citations

Automatic Liver and Lesion Segmentation in CT Using Cascaded Fully Convolutional Neural Networks and 3D Conditional Random Fields

Patrick Ferdinand Christ,Mohamed Ezzeldin A. Elshaer,et al.

2016632 citations

ISLES 2015 - A public evaluation benchmark for ischemic stroke lesion segmentation from multispectral MRI

Oskar Maier,Bjoern Menze,et al.

2016521 citations

Panoptic imaging of transparent mice reveals whole-body neuronal projections and skull–meninges connections

Ruiyao Cai,Chenchen Pan,et al.

2018447 citations

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