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Segmenting two-dimensional structures with strided tensor networks


Feb 13, 2021
Raghavendra Selvan, Erik B Dam, Jens Petersen

* Accepted to be presented at the 27th international conference on Information Processing in Medical Imaging (IPMI-2021), Bornholm, Denmark. Source code at https://github.com/raghavian/strided-tenet 

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Multi-layered tensor networks for image classification


Nov 13, 2020
Raghavendra Selvan, Silas Ørting, Erik B Dam

* 6 pages. Accepted to the First Workshop on Quantum Tensor Networks in Machine Learning. In conjunction with 34th NeurIPS, 2020. Source code at https://github.com/raghavian/mltn 

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Locally orderless tensor networks for classifying two- and three-dimensional medical images


Sep 25, 2020
Raghavendra Selvan, Silas Ørting, Erik B Dam

* Source code will be available at https://github.com/raghavian/LoTeNet_pytorch/ 

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Tensor Networks for Medical Image Classification


Apr 21, 2020
Raghavendra Selvan, Erik B Dam

* Accepted for publication at International Conference on Medical Imaging with Deep Learning (MIDL), 2020. Reviews on Openreview here: https://openreview.net/forum?id=jjk6bxk07G 

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Simple Methods for Scanner Drift Normalization Validated for Automatic Segmentation of Knee Magnetic Resonance Imaging - with data from the Osteoarthritis Initiative


Dec 22, 2017
Erik B Dam


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