Henning Müller

Research interests

Publications

• Understanding metric-related pitfalls in image analysis validation

  Nature Methods · 2024 · https://doi.org/10.1038/s41592-023-02150-0

• The Image Biomarker Standardization Initiative: Standardized Convolutional Filters for Reproducible Radiomics and Enhanced Clinical Insights

  Radiology · 2024 · https://doi.org/10.1148/radiol.231319

• Metrics reloaded: recommendations for image analysis validation

  Nature Methods · 2024 · https://doi.org/10.1038/s41592-023-02151-z

• METhodological RadiomICs Score (METRICS): a quality scoring tool for radiomics research endorsed by EuSoMII

  Insights into Imaging · 2024 · https://doi.org/10.1186/s13244-023-01572-w

• CheckList for EvaluAtion of Radiomics research (CLEAR): a step-by-step reporting guideline for authors and reviewers endorsed by ESR and EuSoMII

  Insights into Imaging · 2023 · https://doi.org/10.1186/s13244-023-01415-8

• Making Radiomics More Reproducible across Scanner and Imaging Protocol Variations: A Review of Harmonization Methods

  Journal of Personalized Medicine · 2021 · https://doi.org/10.3390/jpm11090842

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

  Radiology · 2020 · https://doi.org/10.1148/radiol.2020191145

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

  Nature Communications · 2018 · https://doi.org/10.1038/s41467-018-07619-7

• Large-scale retrieval for medical image analytics: A comprehensive review

  Medical Image Analysis · 2017 · https://doi.org/10.1016/j.media.2017.09.007

• Comparison of six electromyography acquisition setups on hand movement classification tasks

  PLoS ONE · 2017 · https://doi.org/10.1371/journal.pone.0186132

• Cloud-Based Evaluation of Anatomical Structure Segmentation and Landmark Detection Algorithms: VISCERAL Anatomy Benchmarks

  IEEE Transactions on Medical Imaging · 2016 · https://doi.org/10.1109/tmi.2016.2578680

• Deep Learning with Convolutional Neural Networks Applied to Electromyography Data: A Resource for the Classification of Movements for Prosthetic Hands

  Frontiers in Neurorobotics · 2016 · https://doi.org/10.3389/fnbot.2016.00009

• LifeCLEF 2015: Multimedia Life Species Identification Challenges

  Lecture notes in computer science · 2015 · https://doi.org/10.1007/978-3-319-24027-5_46

• Control Capabilities of Myoelectric Robotic Prostheses by Hand Amputees: A Scientific Research and Market Overview

  Frontiers in Systems Neuroscience · 2015 · https://doi.org/10.3389/fnsys.2015.00162

• Movement Error Rate for Evaluation of Machine Learning Methods for sEMG-Based Hand Movement Classification

  IEEE Transactions on Neural Systems and Rehabilitation Engineering · 2014 · https://doi.org/10.1109/tnsre.2014.2303394

• Characterization of a Benchmark Database for Myoelectric Movement Classification

  IEEE Transactions on Neural Systems and Rehabilitation Engineering · 2014 · https://doi.org/10.1109/tnsre.2014.2328495

• Electromyography data for non-invasive naturally-controlled robotic hand prostheses

  Scientific Data · 2014 · https://doi.org/10.1038/sdata.2014.53

• Three-dimensional solid texture analysis in biomedical imaging: Review and opportunities

  Medical Image Analysis · 2013 · https://doi.org/10.1016/j.media.2013.10.005

• Building the Ninapro database: A resource for the biorobotics community

  Journal · 2012 · https://doi.org/10.1109/biorob.2012.6290287

• Building a reference multimedia database for interstitial lung diseases

  Computerized Medical Imaging and Graphics · 2011 · https://doi.org/10.1016/j.compmedimag.2011.07.003

• Erratum to “A review of content-based image retrieval systems in medical applications—Clinical benefits and future directions” [Int. J. Med. Inform. 73 (1) (2004) 1–23]

  International Journal of Medical Informatics · 2009 · https://doi.org/10.1016/j.ijmedinf.2009.05.001

• The CLEF 2004 Cross-Language Image Retrieval Track

  Lecture notes in computer science · 2005 · https://doi.org/10.1007/11519645_59

• A review of content-based image retrieval systems in medical applications—clinical benefits and future directions

  International Journal of Medical Informatics · 2004 · https://doi.org/10.1016/j.ijmedinf.2003.11.024

• Performance evaluation in content-based image retrieval: overview and proposals

  Pattern Recognition Letters · 2001 · https://doi.org/10.1016/s0167-8655(00)00118-5

• Content-based query of image databases: inspirations from text retrieval

  Pattern Recognition Letters · 2000 · https://doi.org/10.1016/s0167-8655(00)00081-7

Current projects

No projects listed.