no code implementations • 22 Nov 2023 • Fahdi Kanavati, Lucy Katsnith, Masayuki Tsuneki
Essentially, we propose a modification that allows nonlinear PCA to learn not just the second, but also the first rotation -- by maximising both variance and statistical independence.
1 code implementation • 7 Feb 2022 • Masayuki Tsuneki, Fahdi Kanavati
In this study, we compiled a dataset (PatchGastricADC22) of histopathological captions of stomach adenocarcinoma endoscopic biopsy specimens, which we extracted from diagnostic reports and paired with patches extracted from the associated whole slide images.
no code implementations • 26 Apr 2021 • Fahdi Kanavati, Masayuki Tsuneki
Gastric diffuse-type adenocarcinoma represents a disproportionately high percentage of cases of gastric cancers occurring in the young, and its relative incidence seems to be on the rise.
1 code implementation • 10 Feb 2021 • Fahdi Kanavati, Masayuki Tsuneki
Most modern architecture contain batch normalisation layers, and fine-tuning a model with such layers requires taking a few precautions as they consist of trainable and non-trainable weights and have two operating modes: training and inference.
no code implementations • 18 Nov 2020 • Fahdi Kanavati, Shin Ichihara, Michael Rambeau, Osamu Iizuka, Koji Arihiro, Masayuki Tsuneki
Signet ring cell carcinoma (SRCC) of the stomach is a rare type of cancer with a slowly rising incidence.