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

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

Bioinformatics (Oxford, England), 2022-09, Vol.38 (19), p.4605-4612 [Periódico revisado por pares]

England: Oxford University Press

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

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

Computerized medical imaging and graphics, 2024-03, Vol.112, p.102328-102328, Article 102328 [Periódico revisado por pares]

United States: Elsevier Ltd

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3
Are you sure it’s an artifact? Artifact detection and uncertainty quantification in histological images
Are you sure it’s an artifact? Artifact detection and uncertainty quantification in histological images
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Are you sure it’s an artifact? Artifact detection and uncertainty quantification in histological images

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

Computerized medical imaging and graphics, 2024-03, Vol.112, p.102321-102321, Article 102321 [Periódico revisado por pares]

United States: Elsevier Ltd

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4
Challenging Mitosis Detection Algorithms: Global Labels Allow Centroid Localization
Challenging Mitosis Detection Algorithms: Global Labels Allow Centroid Localization
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Challenging Mitosis Detection Algorithms: Global Labels Allow Centroid Localization

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

Intelligent Data Engineering and Automated Learning – IDEAL 2022, p.482-490 [Periódico revisado por pares]

Cham: Springer International Publishing

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5
Invasive Cancerous Area Detection in Non-Muscle Invasive Bladder Cancer Whole Slide Images
Invasive Cancerous Area Detection in Non-Muscle Invasive Bladder Cancer Whole Slide Images
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Invasive Cancerous Area Detection in Non-Muscle Invasive Bladder Cancer Whole Slide Images

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

2022 IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop (IVMSP), 2022, p.1-5

IEEE

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