Thijs Kooi
Thijs Kooi
Merantix Healthcare GmbH
Verified email at thijskooi.com
TitleCited byYear
A survey on deep learning in medical image analysis
G Litjens, T Kooi, BE Bejnordi, AAA Setio, F Ciompi, M Ghafoorian, ...
Medical image analysis 42, 60-88, 2017
23672017
Large scale deep learning for computer aided detection of mammographic lesions
T Kooi, G Litjens, B Van Ginneken, A Gubern-Mérida, CI Sánchez, ...
Medical image analysis 35, 303-312, 2017
3102017
Discriminating solitary cysts from soft tissue lesions in mammography using a pretrained deep convolutional neural network
T Kooi, B van Ginneken, N Karssemeijer, A den Heeten
Medical physics 44 (3), 1017-1027, 2017
472017
Automatic microcalcification detection in multi-vendor mammography using convolutional neural networks
JJ Mordang, T Janssen, A Bria, T Kooi, A Gubern-Mérida, N Karssemeijer
International Workshop on Breast Imaging, 35-42, 2016
422016
A comparison between a deep convolutional neural network and radiologists for classifying regions of interest in mammography
T Kooi, A Gubern-Merida, JJ Mordang, R Mann, R Pijnappel, K Schuur, ...
International Workshop on Breast Imaging, 51-56, 2016
162016
Fully automated detection of breast cancer in screening MRI using convolutional neural networks
MU Dalmış, S Vreemann, T Kooi, RM Mann, N Karssemeijer, ...
Journal of Medical Imaging 5 (1), 014502, 2018
122018
Invariant features for discriminating cysts from solid lesions in mammography
T Kooi, N Karssemeijer
International Workshop on Digital Mammography, 573-580, 2014
72014
Deep learning of symmetrical discrepancies for computer-aided detection of mammographic masses
T Kooi, N Karssemeijer
Medical Imaging 2017: Computer-Aided Diagnosis 10134, 101341J, 2017
62017
Classifying symmetrical differences and temporal change for the detection of malignant masses in mammography using deep neural networks
T Kooi, N Karssemeijer
Journal of Medical Imaging 4 (4), 044501, 2017
52017
Colour descriptors for tracking in spatial augmented reality
T Kooi, F De Sorbier, H Saito
Asian Conference on Computer Vision, 387-399, 2012
52012
Classifying symmetrical differences and temporal change in mammography using deep neural networks
T Kooi, N Karssemeijer
arXiv preprint arXiv:1703.07715, 2017
42017
Boosting classification performance in computer aided diagnosis of breast masses in raw full-field digital mammography using processed and screen film images
T Kooi, N Karssemeijer
Medical Imaging 2014: Computer-Aided Diagnosis 9035, 90351B, 2014
32014
Region enhanced neural Q-learning for solving model-based POMDPs
MA Wiering, T Kooi
The 2010 International Joint Conference on Neural Networks (IJCNN), 1-8, 2010
32010
Conditional random field modelling of interactions between findings in mammography
T Kooi, JJ Mordang, N Karssemeijer
Medical Imaging 2017: Computer-Aided Diagnosis 10134, 101341E, 2017
22017
Computer aided diagnosis of breast cancer in mammography using deep neural networks
T Kooi
[Sl: sn], 2018
2018
Region enhanced neural Q-learning in partially observable Markov decision processes
T Kooi
Faculty of Science and Engineering, 2010
2010
Deep learning: From natural to medical images
T Kooi
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Articles 1–17