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MixLacune: Segmentation of lacunes of presumed vascular origin


Aug 05, 2021
Denis Kutnar, Bas H. M. van der Velden, Marta Girones Sanguesa, Mirjam I. Geerlings, J. Matthijs Biesbroek, Hugo J. Kuijf

* Submitted to the "Where is VALDO?" challenge, MICCAI 2021 

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MixMicrobleed: Multi-stage detection and segmentation of cerebral microbleeds


Aug 05, 2021
Marta Girones Sanguesa, Denis Kutnar, Bas H. M. van der Velden, Hugo J. Kuijf

* Submitted to the "Where is VALDO?" challenge, MICCAI 2021 

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MixMicrobleedNet: segmentation of cerebral microbleeds using nnU-Net


Aug 03, 2021
Hugo J. Kuijf

* Submitted to the "Where is VALDO?'' challeng, MICCAI 2021 

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Explainable artificial intelligence (XAI) in deep learning-based medical image analysis


Jul 22, 2021
Bas H. M. van der Velden, Hugo J. Kuijf, Kenneth G. A. Gilhuijs, Max A. Viergever

* Submitted for publication. Comments welcome by email to first author 

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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

* Accepted at IEEE ISBI 2021 

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Variational Autoencoders with a Structural Similarity Loss in Time of Flight MRAs


Jan 20, 2021
Kimberley M. Timmins, Irene C. van der Schaaf, Ynte M. Ruigrok, Birgitta K. Velthuis, Hugo J. Kuijf

* SPIE Medical Imaging 2021 

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Liver segmentation and metastases detection in MR images using convolutional neural networks


Oct 15, 2019
Mari毛lle J. A. Jansen, Hugo J. Kuijf, Maarten Niekel, Wouter B. Veldhuis, Frank J. Wessels, Max A. Viergever, Josien P. W. Pluim

* J. Med. Imag. 6(4), 044003 (2019) 

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Optimal input configuration of dynamic contrast enhanced MRI in convolutional neural networks for liver segmentation


Aug 22, 2019
Mari毛lle J. A. Jansen, Hugo J. Kuijf, Josien P. W. Pluim

* Submitted to SPIE Medical Imaging 2019 

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Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge


Apr 01, 2019
Hugo J. Kuijf, J. Matthijs Biesbroek, Jeroen de Bresser, Rutger Heinen, Simon Andermatt, Mariana Bento, Matt Berseth, Mikhail Belyaev, M. Jorge Cardoso, Adri脿 Casamitjana, D. Louis Collins, Mahsa Dadar, Achilleas Georgiou, Mohsen Ghafoorian, Dakai Jin, April Khademi, Jesse Knight, Hongwei Li, Xavier Llad贸, Miguel Luna, Qaiser Mahmood, Richard McKinley, Alireza Mehrtash, S茅bastien Ourselin, Bo-yong Park, Hyunjin Park, Sang Hyun Park, Simon Pezold, Elodie Puybareau, Leticia Rittner, Carole H. Sudre, Sergi Valverde, Ver贸nica Vilaplana, Roland Wiest, Yongchao Xu, Ziyue Xu, Guodong Zeng, Jianguo Zhang, Guoyan Zheng, Christopher Chen, Wiesje van der Flier, Frederik Barkhof, Max A. Viergever, Geert Jan Biessels

* Accepted for publication in IEEE Transactions on Medical Imaging 

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Response monitoring of breast cancer on DCE-MRI using convolutional neural network-generated seed points and constrained volume growing


Nov 22, 2018
Bas H. M. van der Velden, Bob D. de Vos, Claudette E. Loo, Hugo J. Kuijf, Ivana Isgum, Kenneth G. A. Gilhuijs

* This work has been accepted for SPIE Medical Imaging 2019, Computer-Aided Diagnosis conference, Paper 10950-12 

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