Umay Kiraz

According to our database, Umay Kiraz authored at least 8 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Equipping computational pathology systems with artifact processing pipelines: a showcase for computation and performance trade-offs.

Neel Kanwal, Farbod Khoraminia, Umay Kiraz, Andrés Mosquera-Zamudio, Carlos Monteagudo, Emiel A. M. Janssen, Tahlita C. M. Zuiverloon, Chunming Rong, Kjersti Engan

BMC Medical Informatics Decis. Mak., December, 2024

NMGrad: Advancing Histopathological Bladder Cancer Grading with Weakly Supervised Deep Learning.

Saul Fuster, Umay Kiraz, Trygve Eftestøl, Emiel A. M. Janssen, Kjersti Engan

CoRR, 2024

Self-Contrastive Weakly Supervised Learning Framework for Prognostic Prediction Using Whole Slide Images.

Saul Fuster, Farbod Khoraminia, Julio Silva-Rodríguez, Umay Kiraz, Geert J. L. H. van Leenders, Trygve Eftestøl, Valery Naranjo, Emiel A. M. Janssen, Tahlita C. M. Zuiverloon, Kjersti Engan

CoRR, 2024

Are you sure it's an artifact? Artifact detection and uncertainty quantification in histological images.

Neel Kanwal, Miguel López-Pérez, Umay Kiraz, Tahlita C. M. Zuiverloon, Rafael Molina, Kjersti Engan

Comput. Medical Imaging Graph., 2024

Uninformed Teacher-Student for hard-samples distillation in weakly supervised mitosis localization.

Claudio Fernandez-Martín, Julio Silva-Rodríguez, Umay Kiraz, Sandra Morales, Emiel A. M. Janssen, Valery Naranjo

Comput. Medical Imaging Graph., 2024

2022

A spatial attention guided deep learning system for prediction of pathological complete response using breast cancer histopathology images.

Hongyi Duanmu, Shristi Bhattarai, Hongxiao Li, Zhan Shi, Fusheng Wang, George Teodoro, Keerthi Gogineni, Preeti Subhedar, Umay Kiraz, Emiel A. M. Janssen, Ritu Aneja, Jun Kong

Bioinform., 2022

Invasive Cancerous Area Detection in Non-Muscle Invasive Bladder Cancer Whole Slide Images.

Saul Fuster, Farbod Khoraminia, Umay Kiraz, Neel Kanwal, Vebjørn Kvikstad, Trygve Eftestøl, Tahlita C. M. Zuiverloon, Emiel A. M. Janssen, Kjersti Engan

Proceedings of the 14th IEEE Image, Video, and Multidimensional Signal Processing Workshop, 2022

Challenging Mitosis Detection Algorithms: Global Labels Allow Centroid Localization.

Claudio Fernandez-Martín, Umay Kiraz, Julio Silva-Rodríguez, Sandra Morales, Emiel A. M. Janssen, Valery Naranjo

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2022, 2022