Research

Interests

  • Machine/deep learning
  • Computer vision
  • Medical image analysis

Publications

Journal Papers

  • Lu, H., Arshad, M., Thornton, A., Avesani, G., Cunnea, P., Curry, E., Kanavati, F.,  et al., 2019. "A mathematical-descriptor of tumor-mesoscopic-structure from computed-tomography images annotates prognostic-and molecular-phenotypes of epithelial ovarian cancer." Nature communications 10, no. 1 (2019): 764.
  • Kanavati, F., Misawa, K., Fujiwara, M., Mori, K., Rueckert, D., & Glocker, B., Supervoxel classification forests for estimating pairwise image correspondences, Pattern Recognition, Available online 22 September 2016, ISSN 0031-3203

Pre-print

  • Kanavati, F., Islam, S., Aboagye, E.O. and Rockall, A., 2018. "Automatic L3 slice detection in 3D CT images using fully-convolutional networks." arXiv preprint arXiv:1811.09244(2018).

Workshop Papers

Previous Projects

  • MSc Project: Motion Stabilisation for Dynamic Medical Image Sequences (PDF).