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 • Computerized Medical Imaging and Graphics 2023 • Neel Kanwal, Miguel López-Pérez, Umay Kiraz, Tahlita C.M. Zuiverloon, Rafael Molina, Kjersti Engan
We achieved 0. 996 and 0. 938 F1 scores for blur and folded tissue detection on unseen data, respectively.
Ranked #1 on Artifact Detection on HistoArtifacts
no code implementations • 30 Nov 2022 • Claudio Fernandez-Martín, Umay Kiraz, Julio Silva-Rodríguez, Sandra Morales, Emiel Janssen, Valery Naranjo
Mitotic activity is a crucial proliferation biomarker for the diagnosis and prognosis of different types of cancers.