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 (IDEAL, 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 (IVMSP, 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 001; George Teodoro; Keerthi Gogineni; Preeti Subhedar; Umay Kiraz; Emiel A. M. Janssen; Ritu Aneja; Jun Kong 002 (Bioinform., 2022)

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)

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 001; Kjersti Engan (Comput. Medical Imaging Graph., 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)

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)

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., 2024)