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Dorit Merhof

Researcher Next ID · RN-000295

Professor · Computer Science

OTH Regensburg

Regensburg, Germany

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Not currently recruitingFunding unknown
Works count
497
Citation count
12,556
H-index
47
i10-index
150

About

497 publications and 12,547 citations recorded on OpenAlex.

Research interests

Computer Science
AI in cancer detection
Advanced Neuroimaging Techniques and Applications
Radiomics and Machine Learning in Medical Imaging
Advanced Neural Network Applications
Medical Image Segmentation Techniques

Publications

  • Medical Image Segmentation Review: The Success of U-Net

    IEEE Transactions on Pattern Analysis and Machine Intelligence · 2024 · 10.1109/tpami.2024.3435571

  • Diffusion models in medical imaging: A comprehensive survey

    Medical Image Analysis · 2023 · 10.1016/j.media.2023.102846

  • HiFormer: Hierarchical Multi-scale Representations Using Transformers for Medical Image Segmentation

    2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) · 2023 · 10.1109/wacv56688.2023.00614

  • The Medical Segmentation Decathlon

    Nature Communications · 2022 · 10.1038/s41467-022-30695-9

  • The Liver Tumor Segmentation Benchmark (LiTS)

    Medical Image Analysis · 2022 · 10.1016/j.media.2022.102680

Current projects

    No projects listed.