1 citations · 2 across the 4 of their papers we have counts for
4 papers
Causal Transfer in Medical Image Analysis
Mohammed M. Abdelsamea, Daniel Tweneboah Anyimadu, Tasneem Selim +4
Medical imaging models frequently fail when deployed across hospitals, scanners, populations, or imaging protocols due to domain shift, limiting their clinical reliability. While t…
Deep histological synthesis from mass spectrometry imaging for multimodal registration
Kimberley M. Bird, Xujiong Ye, Alan M. Race +1
Registration of histological and mass spectrometry imaging (MSI) allows for more precise identification of structural changes and chemical interactions in tissue. With histology an…
Pushing the limits of cell segmentation models for imaging mass cytometry
Kimberley M. Bird, Xujiong Ye, Alan M. Race +1
Imaging mass cytometry (IMC) is a relatively new technique for imaging biological tissue at subcellular resolution. In recent years, learning-based segmentation methods have enable…
Rethinking the transfer learning for FCN based polyp segmentation in colonoscopy
Yan Wen, Lei Zhang, Xiangli Meng +1
Besides the complex nature of colonoscopy frames with intrinsic frame formation artefacts such as light reflections and the diversity of polyp types/shapes, the publicly available…