Fahdi Kanavati

ORCID

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 14

Top Venues

Imperial College London, UK (PHD)

Education History

Imperial College London, UK

PHD

Publications

Fahdi Kanavati, Lucy Katsnith, Masayuki Tsuneki
σ-PCA: a building block for neural learning of identifiable linear transformations. Trans. Mach. Learn. Res. 2024 (2024)
Fahdi Kanavati, Lucy Katsnith, Masayuki Tsuneki
σ-PCA: a unified neural model for linear and nonlinear principal component analysis. CoRR (2023)
Masayuki Tsuneki, Fahdi Kanavati
Inference of captions from histopathological patches. CoRR (2022)
Masayuki Tsuneki, Fahdi Kanavati
Inference of captions from histopathological patches. MIDL (2022)
Fahdi Kanavati, Masayuki Tsuneki
Partial transfusion: on the expressive influence of trainable batch norm parameters for transfer learning. MIDL (2021)
Loïc Le Folgoc, Vasileios Baltatzis, Amir Alansary, Sujal Desai, Anand Devaraj, Sam Ellis, Octavio E. Martinez Manzanera, Fahdi Kanavati, Arjun Nair, Julia A. Schnabel, Ben Glocker
Bayesian analysis of the prevalence bias: learning and predicting from imbalanced data. CoRR (2021)
Fahdi Kanavati, Masayuki Tsuneki
A deep learning model for gastric diffuse-type adenocarcinoma classification in whole slide images. CoRR (2021)
Fahdi Kanavati, Masayuki Tsuneki
Partial transfusion: on the expressive influence of trainable batch norm parameters for transfer learning. CoRR (2021)
Fahdi Kanavati, Shah Islam, Zohaib Arain, Eric O. Aboagye, Andrea G. Rockall
Fully-automated deep learning slice-based muscle estimation from CT images for sarcopenia assessment. CoRR (2020)
Fahdi Kanavati, Shin Ichihara, Michael Rambeau, Osamu Iizuka, Koji Arihiro, Masayuki Tsuneki
Deep learning models for gastric signet ring cell carcinoma classification in whole slide images. CoRR (2020)
Loïc Le Folgoc, Vasileios Baltatzis, Amir Alansary, Sujal Desai, Anand Devaraj, Sam Ellis, Octavio E. Martinez Manzanera, Fahdi Kanavati, Arjun Nair, Julia A. Schnabel, Ben Glocker
Bayesian Sampling Bias Correction: Training with the Right Loss Function. CoRR (2020)
Fahdi Kanavati, Shah Islam, Eric O. Aboagye, Andrea G. Rockall
Automatic L3 slice detection in 3D CT images using fully-convolutional networks. CoRR (2018)
Fahdi Kanavati, Tong Tong, Kazunari Misawa, Michitaka Fujiwara, Kensaku Mori, Daniel Rueckert, Ben Glocker
Supervoxel classification forests for estimating pairwise image correspondences. Pattern Recognit. 63 (2017)
Fahdi Kanavati, Kazunari Misawa, Michitaka Fujiwara, Kensaku Mori, Daniel Rueckert, Ben Glocker
Joint Supervoxel Classification Forest for Weakly-Supervised Organ Segmentation. MLMI@MICCAI (2017)
Fahdi Kanavati, Tong Tong, Kazunari Misawa, Michitaka Fujiwara, Kensaku Mori, Daniel Rueckert, Ben Glocker
Supervoxel Classification Forests for Estimating Pairwise Image Correspondences. MLMI (2015)

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Publication Activity (10 Years)

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Fahdi Kanavati