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Picture for Fahdi Kanavati

Bayesian analysis of the prevalence bias: learning and predicting from imbalanced data


Jul 31, 2021
Loic Le Folgoc, Vasileios Baltatzis, Amir Alansary, Sujal Desai, Anand Devaraj, Sam Ellis, Octavio E. Martinez Manzanera, Fahdi Kanavati, Arjun Nair, Julia Schnabel, Ben Glocker


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A deep learning model for gastric diffuse-type adenocarcinoma classification in whole slide images


Apr 26, 2021
Fahdi Kanavati, Masayuki Tsuneki


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Partial transfusion: on the expressive influence of trainable batch norm parameters for transfer learning


Feb 10, 2021
Fahdi Kanavati, Masayuki Tsuneki


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Deep learning models for gastric signet ring cell carcinoma classification in whole slide images


Nov 18, 2020
Fahdi Kanavati, Shin Ichihara, Michael Rambeau, Osamu Iizuka, Koji Arihiro, Masayuki Tsuneki


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Fully-automated deep learning slice-based muscle estimation from CT images for sarcopenia assessment


Jun 10, 2020
Fahdi Kanavati, Shah Islam, Zohaib Arain, Eric O. Aboagye, Andrea Rockall

* arXiv admin note: substantial text overlap with arXiv:1811.09244 

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Automatic L3 slice detection in 3D CT images using fully-convolutional networks


Nov 22, 2018
Fahdi Kanavati, Shah Islam, Eric O. Aboagye, Andrea Rockall


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