Christina Messiou

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 6

Top Topics

Multiple Instance

Object Based Image Retrieval

Diffusion Weighted Mri

Top Venues

Biomed. Signal Process. Control.

Comput. Biol. Medicine

Publications

Antonio Candito, Richard Holbrey, Ana Ribeiro, Alina Dragan, Christina Messiou, Nina Tunariu, Matthew D. Blackledge, Dow-Mu Koh
Deep learning assisted atlas-based delineation of the skeleton from Whole-Body Diffusion Weighted MRI in patients with malignant bone disease. Biomed. Signal Process. Control. 92 (2024)
Reza Kalantar, Sebastian Curcean, Jessica M. Winfield, Gigin Lin, Christina Messiou, Matthew D. Blackledge, Dow-Mu Koh
Deep Learning Framework with Multi-Head Dilated Encoders for Enhanced Segmentation of Cervical Cancer on Multiparametric Magnetic Resonance Imaging. CoRR (2023)
Konstantinos Zormpas-Petridis, Nina Tunariu, David J. Collins, Christina Messiou, Dow-Mu Koh, Matthew D. Blackledge
Deep-learned estimation of uncertainty in measurements of apparent diffusion coefficient from whole-body diffusion-weighted MRI. Comput. Biol. Medicine 149 (2022)
Timothy Sum Hon Mun, Simon J. Doran, Paul Huang, Christina Messiou, Matthew D. Blackledge
Multi Modal Fusion for Radiogenomics Classification of Brain Tumor. BrainLes@MICCAI (1) (2021)
Talha Qaiser, Stefan Winzeck, Theodore Barfoot, Tara Barwick, Simon J. Doran, Martin F. Kaiser, Linda Wedlake, Nina Tunariu, Dow-Mu Koh, Christina Messiou, Andrea G. Rockall, Ben Glocker
Multiple Instance Learning with Auxiliary Task Weighting for Multiple Myeloma Classification. MICCAI (7) (2021)
Talha Qaiser, Stefan Winzeck, Theodore Barfoot, Tara Barwick, Simon J. Doran, Martin F. Kaiser, Linda Wedlake, Nina Tunariu, Dow-Mu Koh, Christina Messiou, Andrea G. Rockall, Ben Glocker
Multiple Instance Learning with Auxiliary Task Weighting for Multiple Myeloma Classification. CoRR (2021)