Theo van Walsum

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All published works

Action	Title	Year	Authors
+	CAVE: Cerebral artery–vein segmentation in digital subtraction angiography	2024	Ruisheng Su Matthijs van der Sluijs Yuan Chen Sandra Cornelissen Ruben van den Broek Wim H. van Zwam Aad van der Lugt Wiro J. Niessen Daniël Ruijters Theo van Walsum
+	An automated framework for brain vessel centerline extraction from CTA images	2024	Sijie Liu Ruisheng Su Jianghang Su Jingmin Xin Jiayi Wu Wim H. van Zwam Pieter‐Jan van Doormaal Aad van der Lugt Wiro J. Niessen Nanning Zheng
+	Comparison of retinal regions-of-interest imaged by OCT for the classification of intermediate AMD	2023	Danilo Andrade De Jesus Eric F. Thee Tim Doekemeijer Daniel Luttikhuizen Caroline C. W. Klaver Stefan Klein Theo van Walsum Hans Vingerling Luisa Sánchez Brea
+ PDF Chat	AngioMoCo: Learning-Based Motion Correction in Cerebral Digital Subtraction Angiography	2023	Ruisheng Su Matthijs van der Sluijs Sandra Cornelissen Wim H. van Zwam Aad van der Lugt Wiro J. Niessen Daniël Ruijters Theo van Walsum Adrian V. Dalca
+	Automatic Segmentation of the Optic Nerve Head Region in Optical Coherence Tomography: A Methodological Review	2022	Rita Canas‐Marques Danilo Andrade De Jesus João Barbosa‐Breda Jan Van Eijgen Ingeborg Stalmans Theo van Walsum Stefan Klein Pedro G. Vaz Luisa Sánchez Brea
+ PDF Chat	Signal-carrying speckle in optical coherence tomography: a methodological review on biomedical applications	2022	Vania Bastos Silva Danilo Andrade De Jesus Stefan Klein Theo van Walsum J. M. R. Cardoso Luisa Sánchez Brea Pedro G. Vaz
+	CAVE: Cerebral Artery-Vein Segmentation in Digital Subtraction Angiography	2022	Ruisheng Su P. Matthijs van der Sluijs Yuan Chen Sandra Cornelissen Ruben van den Broek Wim H. van Zwam Aad van der Lugt Wiro J. Niessen Daniël Ruijters Theo van Walsum
+	Label Refinement Network from Synthetic Error Augmentation for Medical Image Segmentation	2022	Shuai Chen Antonio Garcia Uceda Jiahang Su Gijs van Tulder Lennard Wolff Theo van Walsum Marleen de Bruijne
+ PDF Chat	autoTICI: Automatic Brain Tissue Reperfusion Scoring on 2D DSA Images of Acute Ischemic Stroke Patients	2021	Ruisheng Su Sandra Cornelissen Matthijs van der Sluijs Adriaan C.G.M. van Es Wim H. van Zwam Diederik W.J. Dippel Geert J. Lycklama Pieter‐Jan van Doormaal Wiro J. Niessen Aad van der Lugt
+	Automatic Segmentation of the Optic Nerve Head Region in Optical Coherence Tomography: A Methodological Review	2021	Rita Canas‐Marques Danilo Andrade De Jesus João Barbosa‐Breda Jan Van Eijgen Ingeborg Stalmans Theo van Walsum Stefan Klein Pedro G. Vaz Luisa Sánchez Brea
+	Signal-carrying speckle in Optical Coherence Tomography: a methodological review on biomedical applications	2021	Vania Bastos Silva Danilo Andrade De Jesus Stefan Klein Theo van Walsum J. M. R. Cardoso Luisa Sánchez Brea Pedro G. Vaz
+ PDF Chat	Dynamic coronary roadmapping via catheter tip tracking in X-ray fluoroscopy with deep learning based Bayesian filtering	2020	Hua Ma Ihor Smal Joost Daemen Theo van Walsum
+ PDF Chat	Fully Automatic and Real-Time Catheter Segmentation in X-Ray Fluoroscopy	2017	Pierre Ambrosini Daniël Ruijters Wiro J. Niessen Adriaan Moelker Theo van Walsum
+ PDF Chat	Fast Prospective Detection of Contrast Inflow in X-ray Angiograms with Convolutional Neural Network and Recurrent Neural Network	2017	Hua Ma Pierre Ambrosini Theo van Walsum
+	Fully Automatic and Real-Time Catheter Segmentation in X-Ray Fluoroscopy	2017	Pierre Ambrosini Daniël Ruijters Wiro J. Niessen Adriaan Moelker Theo van Walsum

Common Coauthors

Coauthor	Papers Together
Wiro J. Niessen	7
Luisa Sánchez Brea	5
Wim H. van Zwam	5
Ruisheng Su	5
Daniël Ruijters	5
Danilo Andrade De Jesus	5
Stefan Klein	4
Sandra Cornelissen	4
Aad van der Lugt	4
Pedro G. Vaz	4
Pierre Ambrosini	3
Matthijs van der Sluijs	3
Ruben van den Broek	2
João Barbosa‐Breda	2
João Cardoso	2
Adriaan Moelker	2
Ingeborg Stalmans	2
Jan Van Eijgen	2
Yuan Chen	2
Hua Ma	2
Rita Canas‐Marques	2
Pieter‐Jan van Doormaal	2
Adrian V. Dalca	1
Shuai Chen	1
Sijie Liu	1
Jianghang Su	1
Aad van der Lugt	1
Jiahang Su	1
Vania Bastos Silva	1
Hans Vingerling	1
Joost Daemen	1
Tim Doekemeijer	1
Geert J. Lycklama	1
Marleen de Bruijne	1
Ihor Smal	1
Caroline C. W. Klaver	1
Jingmin Xin	1
Vania Bastos Silva	1
Daniel Luttikhuizen	1
Jiayi Wu	1
Nanning Zheng	1
Stefan Klein	1
Diederik W.J. Dippel	1
Adriaan C.G.M. van Es	1
Antonio Garcia Uceda	1
Gijs van Tulder	1
Lennard Wolff	1
Eric F. Thee	1
P. Matthijs van der Sluijs	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	3
+	PyTorch: An Imperative Style, High-Performance Deep Learning Library	2019	Adam Paszke Sam Gross Francisco Massa Adam Lerer James T. Bradbury Gregory Chanan Trevor Killeen Zeming Lin Natalia Gimelshein Luca Antiga	3
+ PDF Chat	V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation	2016	Fausto Milletarì Nassir Navab Seyed‐Ahmad Ahmadi	2
+ PDF Chat	nnU-Net: a self-configuring method for deep learning-based biomedical image segmentation	2020	Fabian Isensee Paul F. Jaeger Simon Kohl Jens Petersen Klaus H. Maier‐Hein	2
+ PDF Chat	Image-to-Image Translation with Conditional Adversarial Networks	2017	Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros	2
+	TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation	2021	Jieneng Chen Yongyi Lu Qihang Yu Xiangde Luo Ehsan Adeli Yan Wang Le Lü Alan Yuille Yuyin Zhou	2
+ PDF Chat	Learning Tubule-Sensitive CNNs for Pulmonary Airway and Artery-Vein Segmentation in CT	2021	Yulei Qin Hao Zheng Yun Gu Xiaolin Huang Jie Yang Lihui Wang Feng Yao Yuemin Zhu Guang‐Zhong Yang	2
+	Delving Deeper into Convolutional Networks for Learning Video Representations	2015	Nicolas Ballas Li Yao Chris Pal Aaron Courville	2
+	Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting	2015	Xingjian Shi Zhourong Chen Hao Wang Dit‐Yan Yeung Wai Kin Wong Wang‐chun Woo	2
+ PDF Chat	UNet++: A Nested U-Net Architecture for Medical Image Segmentation	2018	Zongwei Zhou Md Mahfuzur Rahman Siddiquee Nima Tajbakhsh Jianming Liang	2
+	BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding	2018	Jacob Devlin Ming‐Wei Chang Kenton Lee Kristina Toutanova	2
+ PDF Chat	PointRend: Image Segmentation As Rendering	2020	Alexander Kirillov Yuxin Wu Kaiming He Ross Girshick	2
+ PDF Chat	Extraction of vascular wall in carotid ultrasound via a novel boundary-delineation network	2023	Qinghua Huang Lizhi Jia Guanqing Ren Xiaoyi Wang Chunying Liu	2
+ PDF Chat	autoTICI: Automatic Brain Tissue Reperfusion Scoring on 2D DSA Images of Acute Ischemic Stroke Patients	2021	Ruisheng Su Sandra Cornelissen Matthijs van der Sluijs Adriaan C.G.M. van Es Wim H. van Zwam Diederik W.J. Dippel Geert J. Lycklama Pieter‐Jan van Doormaal Wiro J. Niessen Aad van der Lugt	2
+	Attention Is All You Need	2017	Ashish Vaswani Noam Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan N. Gomez Łukasz Kaiser Illia Polosukhin	2
+	Transformer-XL: Attentive Language Models beyond a Fixed-Length Context	2019	Zihang Dai Zhilin Yang Yiming Yang Jaime Carbonell Quoc V. Le Ruslan Salakhutdinov	2
+ PDF Chat	A Deep Learning Approach to Digitally Stain Optical Coherence Tomography Images of the Optic Nerve Head	2018	Sripad Krishna Devalla Khai Sing Chin Jean Martial Mari Tin A. Tun Nicholas G. Strouthidis Tin Aung Alexandre H. Thiéry Michaël J. A. Girard	1
+ PDF Chat	Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset	2017	João Carreira Andrew Zisserman	1
+ PDF Chat	Fully Automatic and Real-Time Catheter Segmentation in X-Ray Fluoroscopy	2017	Pierre Ambrosini Daniël Ruijters Wiro J. Niessen Adriaan Moelker Theo van Walsum	1
+	Adam: A Method for Stochastic Optimization	2014	Diederik P. Kingma Jimmy Ba	1
+	PyTorch: An Imperative Style, High-Performance Deep Learning Library	2019	Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury Gregory Chanan Trevor Killeen Zeming Lin Natalia Gimelshein Luca Antiga	1
+ PDF Chat	A Deep Learning Approach to Denoise Optical Coherence Tomography Images of the Optic Nerve Head	2019	Sripad Krishna Devalla Giridhar Subramanian Tan Hung Pham Xiaofei Wang Shamira Perera Tin A. Tun Tin Aung Leopold Schmetterer Alexandre H. Thiéry Michaël J. A. Girard	1
+	Towards label-free 3D segmentation of optical coherence tomography images of the optic nerve head using deep learning	2020	Sripad Krishna Devalla Tan Hung Pham Satish K. Panda Liang Zhang Giridhar Subramanian Anirudh Swaminathan Chin Zhi Yun Mohan Rajan Sujatha Mohan R Krishnadas	1
+	Burr, Lomax, Pareto, and Logistic Distributions from Ultrasound Speckle	2020	Kevin J. Parker Sedigheh S. Poul	1
+ PDF Chat	An Unsupervised Learning Model for Deformable Medical Image Registration	2018	Guha Balakrishnan Amy Zhao Mert R. Sabuncu Adrian V. Dalca John V. Guttag	1
+ PDF Chat	Albumentations: Fast and Flexible Image Augmentations	2020	Alexander V. Buslaev Vladimir I. Iglovikov Eugene Khvedchenya Alex Parinov Mikhail Druzhinin Alexandr A. Kalinin	1
+ PDF Chat	Machine learning techniques for biomedical image segmentation: An overview of technical aspects and introduction to state‐of‐art applications	2020	Hyunseok Seo Masoud Badiei Khuzani Varun Vasudevan Charles Huang Hongyi Ren Ruoxiu Xiao Xiao Jia Lei Xing	1
+ PDF Chat	Real-Time Segmentation of Non-rigid Surgical Tools Based on Deep Learning and Tracking	2017	Luis C. García-Peraza-Herrera Wenqi Li Caspar Gruijthuijsen Alain Devreker George Attilakos Jan Deprest Emmanuel Vander Poorten Danail Stoyanov Tom Vercauteren Sébastien Ourselin	1
+	Speckle statistics of biological tissues in optical coherence tomography	2021	Gary R. Ge Jannick P. Rolland Kevin J. Parker	1
+	Statistical analysis of corneal OCT speckle: a non-parametric approach	2021	Marcela Niemczyk D. Robert Iskander	1
+	UCTransNet: Rethinking the Skip Connections in U-Net from a Channel-Wise Perspective with Transformer	2022	Haonan Wang Peng Cao Jiaqi Wang Osmar R. Zaı̈ane	1
+	UCTransNet: Rethinking the Skip Connections in U-Net from a Channel-wise Perspective with Transformer	2021	Haonan Wang Peng Cao Jiaqi Wang Osmar R. Zaı̈ane	1
+ PDF Chat	Describing the Structural Phenotype of the Glaucomatous Optic Nerve Head Using Artificial Intelligence	2021	Satish K. Panda Haris Cheong Tin A. Tun Sripad K. Devella Vijayalakshmi Senthil R Krishnadas Martin L. Buist Shamira Perera Ching‐Yu Cheng Tin Aung	1
+ PDF Chat	Learning Spatiotemporal Features with 3D Convolutional Networks	2015	Du Tran Lubomir Bourdev Rob Fergus Lorenzo Torresani Manohar Paluri	1
+	Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift	2015	Sergey Ioffe Christian Szegedy	1
+ PDF Chat	Fully convolutional networks for semantic segmentation	2015	Jonathan Long Evan Shelhamer Trevor Darrell	1
+ PDF Chat	Multiple imputation by chained equations: what is it and how does it work?	2011	Melissa Azur Elizabeth A. Stuart Constantine Frangakis Philip J. Leaf	1
+ PDF Chat	Beyond short snippets: Deep networks for video classification	2015	Joe Yue-Hei Ng Matthew Hausknecht Sudheendra Vijayanarasimhan Oriol Vinyals Rajat Monga George Toderici	1
+ PDF Chat	Long-term recurrent convolutional networks for visual recognition and description	2015	Jeff Donahue Lisa Anne Hendricks Sergio Guadarrama Marcus Rohrbach Subhashini Venugopalan Trevor Darrell Kate Saenko	1
+	Ridgelets: a key to higher-dimensional intermittency?	1999	Emmanuel J. Candès David L. Donoho	1
+ PDF Chat	Active contours without edges	2001	Tony F. Chan Luminita A. Vese	1
+	Striving for Simplicity: The All Convolutional Net	2014	Jost Tobias Springenberg Alexey Dosovitskiy Thomas Brox Martin Riedmiller	1
+	Two-Stream Convolutional Networks for Action Recognition in Videos	2014	Karen Simonyan Andrew Zisserman	1
+	Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation	2014	Kyunghyun Cho Bart van Merriënboer Çaǧlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio	1
+ PDF Chat	Temporal Convolutional Networks: A Unified Approach to Action Segmentation	2016	Colin Lea René Vidal Austin Reiter Gregory D. Hager	1
+ PDF Chat	Concurrent Segmentation and Localization for Tracking of Surgical Instruments	2017	Iro Laina Nicola Rieke Christian Rupprecht Josué Page Vizcaíno Abouzar Eslami Federico Tombari Nassir Navab	1
+	THE IMPACT OF PERCUTANEOUS CORONARY INTERVENTION USING THE NOVEL DYNAMIC CORONARY ROADMAP SYSTEM	2018	Takayuki Yabe Toshiya Muramatsu Reiko Tsukahara Masatsugu Nakano Yukako Takimura Hideyuki Takimura Mami Kawano Tasuku Hada	1
+ PDF Chat	Prediction of final infarct volume from native CT perfusion and treatment parameters using deep learning	2019	David Robben Anna M.M. Boers Henk A. Marquering Lucianne L.C.M. Langezaal Yvo B.W.E.M. Roos Robert J. van Oostenbrugge Wim H. van Zwam Diederik W.J. Dippel Charles B.L.M. Majoie Aad van der Lugt	1