31 citations · 31 across the 2 of their papers we have counts for
2 papers
eess.IV2024
Integrating multiscale topology in digital pathology with pyramidal graph convolutional networks
Victor Ibañez, Przemyslaw Szostak, Quincy Wong +3
Graph convolutional networks (GCNs) have emerged as a powerful alternative to multiple instance learning with convolutional neural networks in digital pathology, offering superior…
eess.IV2022★ 31 cited
A comparative study between vision transformers and CNNs in digital pathology
Luca Deininger, Bernhard Stimpel, Anil Yuce +5
Recently, vision transformers were shown to be capable of outperforming convolutional neural networks when pretrained on sufficient amounts of data. In comparison to convolutional…