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LYSTO: The Lymphocyte Assessment Hackathon and Benchmark Dataset


Jan 16, 2023
Yiping Jiao, Jeroen van der Laak, Shadi Albarqouni, Zhang Li, Tao Tan, Abhir Bhalerao, Jiabo Ma, Jiamei Sun, Johnathon Pocock, Josien P. W. Pluim, Navid Alemi Koohbanani, Raja Muhammad Saad Bashir, Shan E Ahmed Raza, Sibo Liu, Simon Graham, Suzanne Wetstein, Syed Ali Khurram, Thomas Watson, Nasir Rajpoot, Mitko Veta, Francesco Ciompi

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* will be sumitted to IEEE-JBHI 

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Generalized Probabilistic U-Net for medical image segementation


Jul 26, 2022
Ishaan Bhat, Josien P. W. Pluim, Hugo J. Kuijf

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* Accepted at Uncertainty for Safe Utilization of Machine Learning in Medical Imaging (UNSURE) 2022 

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Influence of uncertainty estimation techniques on false-positive reduction in liver lesion detection


Jun 22, 2022
Ishaan Bhat, Josien P. W. Pluim, Max A. Viergerver, Hugo J. Kuijf

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* Submitted to The Journal of Machine Learning for Biomedical Imaging 

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ENHANCE (ENriching Health data by ANnotations of Crowd and Experts): A case study for skin lesion classification


Jul 27, 2021
Ralf Raumanns, Gerard Schouten, Max Joosten, Josien P. W. Pluim, Veronika Cheplygina

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Corneal Pachymetry by AS-OCT after Descemet's Membrane Endothelial Keratoplasty


Feb 15, 2021
Friso G. Heslinga, Ruben T. Lucassen, Myrthe A. van den Berg, Luuk van der Hoek, Josien P. W. Pluim, Javier Cabrerizo, Mark Alberti, Mitko Veta

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Using uncertainty estimation to reduce false positives in liver lesion detection


Jan 26, 2021
Ishaan Bhat, Hugo J. Kuijf, Veronika Cheplygina, Josien P. W. Pluim

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* Accepted at IEEE ISBI 2021 

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Deep Learning-Based Grading of Ductal Carcinoma In Situ in Breast Histopathology Images


Oct 07, 2020
Suzanne C. Wetstein, Nikolas Stathonikos, Josien P. W. Pluim, Yujing J. Heng, Natalie D. ter Hoeve, Celien P. H. Vreuls, Paul J. van Diest, Mitko Veta

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Orientation-Disentangled Unsupervised Representation Learning for Computational Pathology


Aug 26, 2020
Maxime W. Lafarge, Josien P. W. Pluim, Mitko Veta

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Primary Tumor Origin Classification of Lung Nodules in Spectral CT using Transfer Learning


Jun 30, 2020
Linde S. Hesse, Pim A. de Jong, Josien P. W. Pluim, Veronika Cheplygina

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* MSc thesis Linde Hesse 

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