Gertie J. Oostingh

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All published works

Action	Title	Year	Authors
+	MixUp-MIL: A Study on Linear & Multilinear Interpolation-Based Data Augmentation for Whole Slide Image Classification	2023	Michael Gadermayr Lukas Koller Maximilian Tschuchnig Lea Maria Stangassinger Christina Kreutzer Sébastien Couillard‐Després Gertie J. Oostingh A Hittmair
+ PDF Chat	Evaluation of Multi-Scale Multiple Instance Learning to Improve Thyroid Cancer Classification	2022	Maximilian Tschuchnig Philipp Grubmuller Lea Maria Stangassinger Christina Kreutzer Sébastien Couillard‐Després Gertie J. Oostingh A Hittmair Michael Gadermayr
+	Evaluation of Multi-Scale Multiple Instance Learning to Improve Thyroid Cancer Classification	2022	Maximilian Tschuchnig Philipp Grubmüller Lea Maria Stangassinger Christina Kreutzer Sébastien Couillard‐Després Gertie J. Oostingh A Hittmair Michael Gadermayr
+	MixUp-MIL: Novel Data Augmentation for Multiple Instance Learning and a Study on Thyroid Cancer Diagnosis	2022	Michael Gadermayr Lukas Koller Maximilian Tschuchnig Lea Maria Stangassinger Christina Kreutzer Sébastien Couillard‐Després Gertie J. Oostingh A Hittmair
+ PDF Chat	Frozen-to-Paraffin: Categorization of Histological Frozen Sections by the Aid of Paraffin Sections and Generative Adversarial Networks	2021	Michael Gadermayr Maximilian Tschuchnig Lea Maria Stangassinger Christina Kreutzer Sébastien Couillard‐Després Gertie J. Oostingh A Hittmair
+	Frozen-to-Paraffin: Categorization of Histological Frozen Sections by the Aid of Paraffin Sections and Generative Adversarial Networks	2020	Michael Gadermayr Maximilian Tschuchnig Lea Maria Stangassinger Christina Kreutzer Sébastien Couillard‐Després Gertie J. Oostingh A Hittmair
+ PDF Chat	Generative Adversarial Networks in Digital Pathology: A Survey on Trends and Future Potential	2020	Maximilian Tschuchnig Gertie J. Oostingh Michael Gadermayr
+ PDF Chat	Generative Adversarial Networks in Digital Pathology: A Survey on Trends and Future Potential	2020	Maximilian Tschuchnig Gertie J. Oostingh Michael Gadermayr
+	Generative Adversarial Networks in Digital Pathology: A Survey on Trends and Future Potential	2020	Maximilian Tschuchnig Gertie J. Oostingh Michael Gadermayr
+	Frozen-to-Paraffin: Categorization of Histological Frozen Sections by the Aid of Paraffin Sections and Generative Adversarial Networks	2020	Michael Gadermayr Maximilian Tschuchnig Lea Maria Stangassinger Christina Kreutzer Sébastien Couillard‐Després Gertie J. Oostingh A Hittmair

Common Coauthors

Coauthor	Papers Together
Maximilian Tschuchnig	10
Michael Gadermayr	10
Christina Kreutzer	7
A Hittmair	7
Lea Maria Stangassinger	7
Sébastien Couillard‐Després	7
Lukas Koller	2
Philipp Grubmuller	1
Philipp Grubmüller	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Deep Learning for Whole Slide Image Analysis: An Overview	2019	Neofytos Dimitriou Ognjen Arandjelović Peter D. Caie	5
+ PDF Chat	Patch-Based Convolutional Neural Network for Whole Slide Tissue Image Classification	2016	Le Hou Dimitris Samaras Tahsin Kurç Yi Gao James Davis Joel Saltz	5
+ PDF Chat	Image-to-Image Translation with Conditional Adversarial Networks	2017	Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros	4
+ PDF Chat	Multimodal Unsupervised Image-to-Image Translation	2018	Xun Huang Ming-Yu Liu Serge Belongie Jan Kautz	4
+ PDF Chat	Unpaired Image-to-Image Translation Using Cycle-Consistent Adversarial Networks	2017	Jun-Yan Zhu Taesung Park Phillip Isola Alexei A. Efros	4
+ PDF Chat	Deep MR to CT Synthesis Using Unpaired Data	2017	Jelmer M. Wolterink Anna M. Dinkla M.H.F. Savenije Peter R. Seevinck Cornelis A. T. van den Berg Ivana Išgum	3
+	Pathology GAN: Learning deep representations of cancer tissue	2019	Adalberto Claudio Quiros Roderick Murray‐Smith Ke Yuan	2
+	Generative Image Translation for Data Augmentation in Colorectal Histopathology Images	2019	Jerry Wei Arief A. Suriawinata Louis Vaickus Bing Ren Xiaoying Liu Jason Wei Saeed Hassanpour	2
+ PDF Chat	Gland segmentation in colon histology images: The glas challenge contest	2016	Korsuk Sirinukunwattana Josien P. W. Pluim Hao Chen Xiaojuan Qi Pheng‐Ann Heng Yun Guo Li Yang Wang Bogdan J. Matuszewski Elia Bruni Urko Sanchez	2
+ PDF Chat	CNN cascades for segmenting sparse objects in gigapixel whole slide images	2018	Michael Gadermayr Ann-Kathrin Dombrowski Barbara M. Klinkhammer Peter Boor Dorit Merhof	2
+ PDF Chat	Object Contour Detection with a Fully Convolutional Encoder-Decoder Network	2016	Shuicheng Yan Brian Price Scott Cohen Honglak Lee Ming–Hsuan Yang	2
+ PDF Chat	Computational Histological Staining and Destaining of Prostate Core Biopsy RGB Images with Generative Adversarial Neural Networks	2018	Aman Rana Gregory Yauney Alarice Lowe Pratik Shah	2
+	Semi-Supervised Deep Learning for Abnormality Classification in Retinal Images	2018	Bruno Lecouat Ken Chang Chuan-Sheng Foo Balagopal Unnikrishnan James M. Brown Houssam Zenati Andrew Beers Vijay Chandrasekhar Jayashree Kalpathy‐Cramer Pavitra Krishnaswamy	2
+	GAN-based Virtual Re-Staining: A Promising Solution for Whole Slide Image Analysis	2019	Zhaoyang Xu Carlos Fernández Moro Béla Bozóky Qianni Zhang	2
+ PDF Chat	A survey on deep learning in medical image analysis	2017	Geert Litjens Thijs Kooi Babak Ehteshami Bejnordi Arnaud Arindra Adiyoso Setio Francesco Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken Clara I. Sá‎nchez	2
+	PathologyGAN: Learning deep representations of cancer tissue	2019	Adalberto Claudio Quiros Roderick Murray‐Smith Ke Yuan	2
+ PDF Chat	Staingan: Stain Style Transfer for Digital Histological Images	2019	Muhammad Shaban Christoph Baur Nassir Navab Shadi Albarqouni	2
+	Deep Adversarial Training for Multi-Organ Nuclei Segmentation in Histopathology Images	2019	Faisal Mahmood Daniel Borders Richard J. Chen Gregory N. McKay Kevan J. Salimian Alexander S. Baras Nicholas J. Durr	2
+ PDF Chat	Unsupervised Learning for Cell-Level Visual Representation in Histopathology Images With Generative Adversarial Networks	2018	Bo Hu Ye Tang Eric Chang Yubo Fan Maode Lai Yan Xu	2
+ PDF Chat	Adversarial synthesis learning enables segmentation without target modality ground truth	2018	Yuankai Huo Zhoubing Xu Shunxing Bao Albert Assad Richard G. Abramson Bennett A. Landman	2
+	Conditional Generative Adversarial Nets	2014	Mehdi Mirza Simon Osindero	2
+	Unsupervised Histopathology Image Synthesis	2017	Le Hou Ayush Agarwal Dimitris Samaras Tahsin Kurç Rajarsi Gupta Joel Saltz	2
+ PDF Chat	Training Region-Based Object Detectors with Online Hard Example Mining	2016	Abhinav Shrivastava Abhinav Gupta Ross Girshick	2
+ PDF Chat	Learning from Simulated and Unsupervised Images through Adversarial Training	2017	Ashish Shrivastava Tomas Pfister Oncel Tuzel Joshua M. Susskind Wen-Da Wang Russell Y. Webb	2
+ PDF Chat	Data Augmentation Using Learned Transformations for One-Shot Medical Image Segmentation	2019	Amy Zhao Guha Balakrishnan Frédo Durand John V. Guttag Adrian V. Dalca	2
+	Augmented CycleGAN: Learning Many-to-Many Mappings from Unpaired Data	2018	Amjad Almahairi Sai Rajeswar Alessandro Sordoni Philip Bachman Aaron Courville	2
+	An Asymetric Cycle-Consistency Loss for Dealing with Many-to-One Mappings in Image Translation: A Study on Thigh MR Scans	2020	Michael Gadermayr Maximilian Tschuchnig Laxmi Gupta Dorit Merhof Nils Krämer Daniel Truhn Burkhard Gess	2
+ PDF Chat	DualGAN: Unsupervised Dual Learning for Image-to-Image Translation	2017	Zili Yi Hao Zhang Ping Tan Minglun Gong	1
+	Improved Techniques for Training GANs	2016	Tim Salimans Ian Goodfellow Wojciech Zaremba Vicki Cheung Alec Radford Xi Chen	1
+	Unsupervised Image-to-Image Translation Networks	2017	Ming-Yu Liu Thomas M. Breuel Jan Kautz	1
+	Adversarial Synthesis Learning Enables Segmentation Without Target Modality Ground Truth	2017	Yuankai Huo Zhoubing Xu Shunxing Bao Albert Assad Richard G. Abramson Bennett A. Landman	1
+	Computer-aided diagnosis of lung carcinoma using deep learning - a pilot study	2018	Zhang Li Zhe-Yu Hu Jiaolong Xu Tao Tan Hui Chen Zhi Duan Ping Liu Jun Tang Guoping Cai Quchang Ouyang	1
+	Adversarial Domain Adaptation for Classification of Prostate Histopathology Whole-Slide Images	2018	Jian Ren Ilker Hacihaliloglu Eric A. Singer David J. Foran Xin Qi	1
+	Generative Image Translation for Data Augmentation of Bone Lesion Pathology	2019	Anant Gupta Srivas Venkatesh Sumit Chopra Christian Ledig	1
+	Patch-based Convolutional Neural Network for Whole Slide Tissue Image Classification	2015	Le Hou Dimitris Samaras Tahsin Kurç Yi Gao James Davis Joel Saltz	1
+	Unsupervised Image-to-Image Translation Networks	2017	Ming-Yu Liu Thomas M. Breuel Jan Kautz	1
+	InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets	2016	Xi Chen Yan Duan Rein Houthooft John Schulman Ilya Sutskever Pieter Abbeel	1
+ PDF Chat	Quantifying the effects of data augmentation and stain color normalization in convolutional neural networks for computational pathology	2019	David Tellez Geert Litjens Péter Bándi Wouter Bulten John‐Melle Bokhorst Francesco Ciompi Jeroen van der Laak	1
+ PDF Chat	Perceptual Embedding Consistency for Seamless Reconstruction of Tilewise Style Transfer	2019	Amal Lahiani Nassir Navab Shadi Albarqouni Eldad Klaiman	1
+	Wasserstein GAN	2017	Martín Arjovsky Soumith Chintala Léon Bottou	1
+	SynSeg-Net: Synthetic Segmentation Without Target Modality Ground Truth	2018	Yuankai Huo Zhoubing Xu Hyeonsoo Moon Shunxing Bao Albert Assad Tamara K. Moyo Michael R. Savona Richard G. Abramson Bennett A. Landman	1
+ PDF Chat	Contrastive Learning for Unpaired Image-to-Image Translation	2020	Taesung Park Alexei A. Efros Richard Zhang Jun-Yan Zhu	1
+ PDF Chat	An Asymmetric Cycle-Consistency Loss For Dealing With Many-To-One Mappings In Image Translation: A Study On Thigh Mr Scans	2021	Michael Gadermayr Maximilian Tschuchnig Laxmi Gupta Nils Krämer Daniel Truhn Dorit Merhof Burkhard Gess	1
+	Dual-stream Multiple Instance Learning Network for Whole Slide Image Classification with Self-supervised Contrastive Learning	2021	Bin Li Yin Li Kevin W. Eliceiri	1
+ PDF Chat	Frozen-to-Paraffin: Categorization of Histological Frozen Sections by the Aid of Paraffin Sections and Generative Adversarial Networks	2021	Michael Gadermayr Maximilian Tschuchnig Lea Maria Stangassinger Christina Kreutzer Sébastien Couillard‐Després Gertie J. Oostingh A Hittmair	1