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Marcin Grzegorzek

Researcher Next ID · RN-000868

Professor · Computer Science

German Research Centre for Artificial Intelligence

Kaiserslautern, Germany

Not currently recruitingFunding unknown
Works count
402
Citation count
6,340
H-index
39
i10-index
130

About

401 publications and 6,336 citations recorded on OpenAlex.

Research interests

Computer Science
AI in cancer detection
Image Retrieval and Classification Techniques
Advanced Image and Video Retrieval Techniques
Radiomics and Machine Learning in Medical Imaging
Cell Image Analysis Techniques

Publications

  • A comprehensive review of computer-aided whole-slide image analysis: from datasets to feature extraction, segmentation, classification and detection approaches

    Artificial Intelligence Review · 2022 · 10.1007/s10462-021-10121-0

  • GasHis-Transformer: A multi-scale visual transformer approach for gastric histopathological image detection

    Pattern Recognition · 2022 · 10.1016/j.patcog.2022.108827

  • Applications of artificial neural networks in microorganism image analysis: a comprehensive review from conventional multilayer perceptron to popular convolutional neural network and potential visual transformer

    Artificial Intelligence Review · 2022 · 10.1007/s10462-022-10192-7

  • LCU-Net: A novel low-cost U-Net for environmental microorganism image segmentation

    Pattern Recognition · 2021 · 10.1016/j.patcog.2021.107885

  • Comparison of Feature Learning Methods for Human Activity Recognition Using Wearable Sensors

    Sensors · 2018 · 10.3390/s18020679

Current projects

    No projects listed.