1 code implementation • 12 Mar 2024 • Neel Kanwal, Farbod Khoraminia, Umay Kiraz, Andres Mosquera-Zamudio, Carlos Monteagudo, Emiel A. M. Janssen, Tahlita C. M. Zuiverloon, Chunmig Rong, Kjersti Engan
We developed DL pipelines using two MoEs and two multiclass models of state-of-the-art deep convolutional neural networks (DCNNs) and vision transformers (ViTs).
Ranked #1 on Artifact Detection on HistoArtifacts (1:1 Accuracy metric)
1 code implementation • 27 May 2023 • Neel Kanwal, Trygve Eftestol, Farbod Khoraminia, Tahlita CM Zuiverloon, Kjersti Engan
Computational Pathology (CPATH) systems have the potential to automate diagnostic tasks.
Ranked #3 on Artifact Detection on HistoArtifacts
no code implementations • 9 Mar 2023 • Saul Fuster, Farbod Khoraminia, Trygve Eftestøl, Tahlita C. M. Zuiverloon, Kjersti Engan
Accurate segmentation of tissue in histopathological images can be very beneficial for defining regions of interest (ROI) for streamline of diagnostic and prognostic tasks.