Fahdi Kanavati

16 papers Journal 11Unranked 4

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	σ-PCA: a building block for neural learning of identifiable linear transformations. Trans. Mach. Learn. Res. Fahdi Kanavati, Lucy Katsnith, Masayuki Tsuneki
2023	J	`jnl`	σ-PCA: a unified neural model for linear and nonlinear principal component analysis. CoRR Fahdi Kanavati, Lucy Katsnith, Masayuki Tsuneki
2022	—	`conf`	Inference of captions from histopathological patches. MIDL Masayuki Tsuneki, Fahdi Kanavati
2022	J	`jnl`	Inference of captions from histopathological patches. CoRR Masayuki Tsuneki, Fahdi Kanavati
2021	J	`jnl`	A deep learning model for gastric diffuse-type adenocarcinoma classification in whole slide images. CoRR Fahdi Kanavati, Masayuki Tsuneki
2021	J	`jnl`	Bayesian analysis of the prevalence bias: learning and predicting from imbalanced data. CoRR 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
2021	—	`conf`	Partial transfusion: on the expressive influence of trainable batch norm parameters for transfer learning. MIDL Fahdi Kanavati, Masayuki Tsuneki
2021	J	`jnl`	Partial transfusion: on the expressive influence of trainable batch norm parameters for transfer learning. CoRR Fahdi Kanavati, Masayuki Tsuneki
2020	J	`jnl`	Bayesian Sampling Bias Correction: Training with the Right Loss Function. CoRR 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
2020	J	`jnl`	Deep learning models for gastric signet ring cell carcinoma classification in whole slide images. CoRR Fahdi Kanavati, Shin Ichihara, Michael Rambeau, Osamu Iizuka, Koji Arihiro, Masayuki Tsuneki
2020	J	`jnl`	Fully-automated deep learning slice-based muscle estimation from CT images for sarcopenia assessment. CoRR Fahdi Kanavati, Shah Islam, Zohaib Arain, Eric O. Aboagye, Andrea G. Rockall
2018	J	`jnl`	Automatic L3 slice detection in 3D CT images using fully-convolutional networks. CoRR Fahdi Kanavati, Shah Islam, Eric O. Aboagye, Andrea G. Rockall
2017	—	`—`	Efficient extraction of semantic information from medical images in large datasets using random forests. Fahdi Kanavati
2017	—	`conf`	Joint Supervoxel Classification Forest for Weakly-Supervised Organ Segmentation. MLMI@MICCAI Fahdi Kanavati, Kazunari Misawa, Michitaka Fujiwara, Kensaku Mori, Daniel Rueckert, Ben Glocker
2017	J	`jnl`	Supervoxel classification forests for estimating pairwise image correspondences. Pattern Recognit. Fahdi Kanavati, Tong Tong, Kazunari Misawa, Michitaka Fujiwara, Kensaku Mori, Daniel Rueckert, Ben Glocker
2015	—	`conf`	Supervoxel Classification Forests for Estimating Pairwise Image Correspondences. MLMI Fahdi Kanavati, Tong Tong, Kazunari Misawa, Michitaka Fujiwara, Kensaku Mori, Daniel Rueckert, Ben Glocker