Dorit Merhof
University of Regensburg(DE)
Publications by Year
Research Areas
AI in cancer detection, Radiomics and Machine Learning in Medical Imaging, Advanced Neuroimaging Techniques and Applications, Advanced Neural Network Applications, Medical Image Segmentation Techniques
Most-Cited Works
- → The Medical Segmentation Decathlon(2022)1,122 cited
- → The Liver Tumor Segmentation Benchmark (LiTS)(2022)1,081 cited
- → Medical Image Segmentation Review: The Success of U-Net(2024)639 cited
- → Diffusion models in medical imaging: A comprehensive survey(2023)586 cited
- → HiFormer: Hierarchical Multi-scale Representations Using Transformers for Medical Image Segmentation(2023)442 cited
- → Advances in medical image analysis with vision Transformers: A comprehensive review(2023)365 cited
- → Radiomic versus Convolutional Neural Networks Analysis for Classification of Contrast-enhancing Lesions at Multiparametric Breast MRI(2018)271 cited
- → Intraoperative visualization of the pyramidal tract by diffusion-tensor-imaging-based fiber tracking(2005)227 cited
- → NTIRE 2020 Challenge on Spectral Reconstruction from an RGB Image(2020)199 cited