no code implementations • 12 Dec 2021 • Neofytos Dimitriou, Ognjen Arandjelovic
However, deep neural networks are trained on images with resolutions that rarely exceed $1, 000 \times 1, 000$ pixels.
no code implementations • 1 Jan 2021 • Neofytos Dimitriou, Ognjen Arandjelovic
Batch normalization (BatchNorm) is an effective yet poorly understood technique for neural network optimization.
no code implementations • 16 Jul 2020 • Neofytos Dimitriou, Ognjen Arandjelovic
Batch normalization (BatchNorm) is an effective yet poorly understood technique for neural network optimization.
no code implementations • 18 Oct 2019 • Neofytos Dimitriou, Ognjen Arandjelović, Peter D. Caie
The widespread adoption of whole slide imaging has increased the demand for effective and efficient gigapixel image analysis.
no code implementations • 10 Feb 2019 • Xingzhi Yue, Neofytos Dimitriou, Ognjen Arandjelovic
Digital pathology (DP) is a new research area which falls under the broad umbrella of health informatics.