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DELAD: Deep Landweber-guided deconvolution with Hessian and sparse prior


Sep 30, 2022
Tomas Chobola, Anton Theileis, Jan Taucher, Tingying Peng

* 9 pages, 7 figures 

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DeStripe: A Self2Self Spatio-Spectral Graph Neural Network with Unfolded Hessian for Stripe Artifact Removal in Light-sheet Microscopy


Jun 27, 2022
Yu Liu, Kurt Weiss, Nassir Navab, Carsten Marr, Jan Huisken, Tingying Peng

* Accepted by 25th International Conference on Medical Image Computing and Computer Assisted Intervention 

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Local Attention Graph-based Transformer for Multi-target Genetic Alteration Prediction


May 13, 2022
Daniel Reisenbüchler, Sophia J. Wagner, Melanie Boxberg, Tingying Peng


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S5CL: Unifying Fully-Supervised, Self-Supervised, and Semi-Supervised Learning Through Hierarchical Contrastive Learning


Mar 14, 2022
Manuel Tran, Sophia J. Wagner, Melanie Boxberg, Tingying Peng


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Multi-Modality Microscopy Image Style Transfer for Nuclei Segmentation


Nov 23, 2021
Ye Liu, Sophia J. Wagner, Tingying Peng

* This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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Structure-Preserving Multi-Domain Stain Color Augmentation using Style-Transfer with Disentangled Representations


Jul 26, 2021
Sophia J. Wagner, Nadieh Khalili, Raghav Sharma, Melanie Boxberg, Carsten Marr, Walter de Back, Tingying Peng

* accepted at MICCAI 2021, code and model weights are available at http://github.com/sophiajw/HistAuGAN 

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Attention based Multiple Instance Learning for Classification of Blood Cell Disorders


Jul 22, 2020
Ario Sadafi, Asya Makhro, Anna Bogdanova, Nassir Navab, Tingying Peng, Shadi Albarqouni, Carsten Marr


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Segmentation of Intracranial Arterial Calcification with Deeply Supervised Residual Dropout Networks


Jun 04, 2017
Gerda Bortsova, Gijs van Tulder, Florian Dubost, Tingying Peng, Nassir Navab, Aad van der Lugt, Daniel Bos, Marleen de Bruijne

* Accepted for MICCAI 2017 

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Mitosis Detection in Intestinal Crypt Images with Hough Forest and Conditional Random Fields


Aug 26, 2016
Gerda Bortsova, Michael Sterr, Lichao Wang, Fausto Milletari, Nassir Navab, Anika Böttcher, Heiko Lickert, Fabian Theis, Tingying Peng

* Accepted at the 7th International Conference on Machine Learning in Medical Imaging 

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