Ruisheng Su

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All published works

Action	Title	Year	Authors
+ PDF Chat	ISLES'24: Improving final infarct prediction in ischemic stroke using multimodal imaging and clinical data	2024	Ezequiel de la Rosa Ruisheng Su Mauricio Reyes Roland Wiest Evamaria Olga Riedel Florian Kofler Kaiyuan Yang Hakim Baazaoui David Robben Susanne Wegener
+ PDF Chat	ISLES 2024: The first longitudinal multimodal multi-center real-world dataset in (sub-)acute stroke	2024	Evamaria Olga Riedel Ezequiel de la Rosa The Anh Baran Moritz Roman Hernandez Petzsche Hakim Baazaoui Kaiyuan Yang David Robben Joaquin Oscar Seia Roland Wiest Mauricio Reyes
+ PDF Chat	DSCA: A Digital Subtraction Angiography Sequence Dataset and Spatio-Temporal Model for Cerebral Artery Segmentation	2024	Qihang Xie Mengguo Guo Lei Mou Dan Zhang Da Chen Caifeng Shan Yitian Zhao Ruisheng Su Jiong Zhang
+	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
+ PDF Chat	UDCR: Unsupervised Aortic DSA/CTA Rigid Registration Using Deep Reinforcement Learning and Overlap Degree Calculation	2024	Wentao Liu Bowen Liang Weijin Xu Tong Tian Qingsheng Lu Xipeng Pan Haoyuan Li Siyu Tian Huihua Yang Ruisheng Su
+ PDF Chat	Image-Guided Autonomous Guidewire Navigation in Robot-Assisted Endovascular Interventions using Reinforcement Learning	2024	Wentao Liu Tian Tong Weijin Xu Bowen Liang Qingsheng Lu Xipeng Pan Wenyi Zhao Huihua Yang Ruisheng Su
+	An Automatic Cascaded Model for Hemorrhagic Stroke Segmentation and Hemorrhagic Volume Estimation	2024	Weijin Xu Zhuang Sha Huihua Yang Rongcai Jiang Zhanying Li Wentao Liu Ruisheng Su
+	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
+	Where is VALDO? VAscular Lesions Detection and segmentatiOn challenge at MICCAI 2021	2023	Carole H. Sudre Kimberlin Van Wijnen Florian Dubost Hieab H.H. Adams David Atkinson Frederik Barkhof Mahlet Birhanu Esther E. Bron Robin Camarasa Nish Chaturvedi
+ PDF Chat	2.75D: Boosting learning by representing 3D Medical imaging to 2D features for small data	2023	Xin Wang Ruisheng Su Hui Xie Wenjin Wang Yi Xu Ritse M. Mann Jungong Han Tao Tan
+	DIAS: A Dataset and Benchmark for Intracranial Artery Segmentation in DSA sequences	2023	Wentao Liu T. Siva Tian Lemeng Wang Weijin Xu Lei Li Haoyuan Li Wenyi Zhao Siyu Tian Xipeng Pan Huihua Yang
+	DisAsymNet: Disentanglement of Asymmetrical Abnormality on Bilateral Mammograms using Self-adversarial Learning	2023	Xin Wang Tao Tan Yuan Gao Luyi Han Tianyu Zhang Chunyao Lu Regina G. H. Beets‐Tan Ruisheng Su Ritse M. Mann
+ 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
+	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
+	Where is VALDO? VAscular Lesions Detection and segmentatiOn challenge at MICCAI 2021	2022	Carole H. Sudre Kimberlin Van Wijnen Florian Dubost Hieab H.H. Adams David Atkinson Frederik Barkhof Mahlet Birhanu Esther E. Bron Robin Camarasa Nish Chaturvedi
+ 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
+	2.75D Convolutional Neural Network for Pulmonary Nodule Classification in Chest CT.	2020	Ruisheng Su Hui Xie Tao Tan
+	2.75D: Boosting Learning Efficiency and Capability by Representing 3D Features in 2D	2020	Ruisheng Su Hui Xie Tao Tan

Common Coauthors

Coauthor	Papers Together
Theo van Walsum	5
Wiro J. Niessen	5
Wim H. van Zwam	5
Bjoern Menze	4
Sandra Cornelissen	4
Aad van der Lugt	4
Weijin Xu	3
Hui Xie	3
Xipeng Pan	3
Daniël Ruijters	3
Florian Kofler	3
Matthijs van der Sluijs	3
Yuan Chen	3
Benedikt Wiestler	3
Tao Tan	3
Denis Kutnar	2
Florian Dubost	2
Ezequiel de la Rosa	2
Ritse M. Mann	2
Huihua Yang	2
Marta Girones Sanguesa	2
Tavia E. Evans	2
Alun D. Hughes	2
Juan Domingo Gispert	2
Marleen de Bruijne	2
Esther E. Bron	2
Mahlet Birhanu	2
Bas H. M. van der Velden	2
Luigi Lorenzini	2
Meike W. Vernooij	2
Roland Wiest	2
Isabelle F. van der Velpen	2
Marius de Groot	2
Robin Camarasa	2
Mauricio Reyes	2
David Atkinson	2
Hakim Baazaoui	2
Ivan Ezhov	2
David Robben	2
Carole H. Sudre	2
Beatriz Gómez Ansón	2
Kimberlin Van Wijnen	2
Frank J. Wolters	2
Rafael Rehwald	2
Qingsheng Lu	2
Hieab H.H. Adams	2
Pınar Yilmaz	2
Silvia Ingala	2
Kaiyuan Yang	2
Therese Tillin	2

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ 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	6
+	Very Deep Convolutional Networks for Large-Scale Image Recognition	2014	Karen Simonyan Andrew Zisserman	3
+ 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	3
+	Delving Deeper into Convolutional Networks for Learning Video Representations	2015	Nicolas Ballas Li Yao Chris Pal Aaron Courville	3
+ 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	ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases	2017	Xiaosong Wang Yifan Peng Le Lü Zhiyong Lu Mohammadhadi Bagheri Ronald M. Summers	3
+ PDF Chat	UNet++: A Nested U-Net Architecture for Medical Image Segmentation	2018	Zongwei Zhou Md Mahfuzur Rahman Siddiquee Nima Tajbakhsh Jianming Liang	3
+ 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	3
+	2.75D: Boosting Learning Efficiency and Capability by Representing 3D Features in 2D	2020	Ruisheng Su Hui Xie Tao Tan	2
+	CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning	2017	Pranav Rajpurkar Jeremy Irvin Kaylie Zhu Brandon Yang Hershel Mehta Tony Duan Daisy Yi Ding Aarti Bagul Curtis P. Langlotz Katie Shpanskaya	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
+	Attention Is All You Need	2017	Ashish Vaswani Noam Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan N. Gomez Łukasz Kaiser Illia Polosukhin	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
+	Lesion Segmentation in Ultrasound Using Semi-Pixel-Wise Cycle Generative Adversarial Nets	2020	Jie Xing Zheren Li Biyuan Wang Yuji Qi Bingbin Yu Farhad Ghazvinian Zanjani Aiwen Zheng Remco Duits Tao Tan	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	PointRend: Image Segmentation As Rendering	2020	Alexander Kirillov Yuxin Wu Kaiming He Ross Girshick	2
+	BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding	2018	Jacob Devlin Ming‐Wei Chang Kenton Lee Kristina Toutanova	2
+ PDF Chat	ImageNet Large Scale Visual Recognition Challenge	2015	Olga Russakovsky Jia Deng Hao Su Jonathan Krause Sanjeev Satheesh Sean Ma Zhiheng Huang Andrej Karpathy Aditya Khosla Michael S. Bernstein	2
+ PDF Chat	3D Deep Learning on Medical Images: A Review	2020	Satya P. Singh Lipo Wang Sukrit Gupta Haveesh Goli Parasuraman Padmanabhan Balázs Gulyás	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	Validation, comparison, and combination of algorithms for automatic detection of pulmonary nodules in computed tomography images: The LUNA16 challenge	2017	Arnaud Arindra Adiyoso Setio Alberto Traverso Thomas de Bel Moira S.N. Berens Cas van den Bogaard P. Cerello Hao Chen Qi Dou M.E. Fantacci Bram Geurts	2
+	Fast Implementation of DeLong’s Algorithm for Comparing the Areas Under Correlated Receiver Operating Characteristic Curves	2014	Xu Sun Weichao Xu	2
+ PDF Chat	Going deeper with convolutions	2015	Christian Szegedy Wei Liu Yangqing Jia Pierre Sermanet Scott Reed Dragomir Anguelov Dumitru Erhan Vincent Vanhoucke Andrew Rabinovich	2
+ PDF Chat	Automated brain extraction of multisequence MRI using artificial neural networks	2019	Fabian Isensee Marianne Schell Irada Pflueger Gianluca Brugnara David Bonekamp Ulf Neuberger Antje Wick Heinz‐Peter Schlemmer Sabine Heiland Wolfgang Wick	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	Deep vessel segmentation by learning graphical connectivity	2019	Seung Yeon Shin Soochahn Lee Il Dong Yun Kyoung Mu Lee	1
+ PDF Chat	Attention Guided Network for Retinal Image Segmentation	2019	Shihao Zhang Huazhu Fu Yuguang Yan Yubing Zhang Qingyao Wu Ming Yang Mingkui Tan Yanwu Xu	1
+ PDF Chat	Semi-Supervised Video Salient Object Detection Using Pseudo-Labels	2019	Pengxiang Yan Guanbin Li Yuan Xie Zhen Li Chuan Wang Tianshui Chen Liang Lin	1
+ PDF Chat	Sequential vessel segmentation via deep channel attention network	2020	Dongdong Hao Song Ding Linwei Qiu Yisong Lv Baowei Fei Yueqi Zhu Binjie Qin	1
+ PDF Chat	Analyzing and Improving the Image Quality of StyleGAN	2020	Tero Karras Samuli Laine Miika Aittala Janne Hellsten Jaakko Lehtinen Timo Aila	1
+ PDF Chat	Semi-Supervised Semantic Segmentation With Cross-Consistency Training	2020	Yassine Ouali Céline Hudelot Myriam Tami	1
+	BIAS: Transparent reporting of biomedical image analysis challenges	2020	Lena Maier‐Hein Annika Reinke Michal Kozubek Anne L. Martel Tal Arbel Matthias Eisenmann Allan Hanbury Pierre Jannin Henning Müller Sinan Onogur	1
+ PDF Chat	BEFD: Boundary Enhancement and Feature Denoising for Vessel Segmentation	2020	Mo Zhang Fei Yu Jie Zhao Li Zhang Quanzheng Li	1
+	CS2-Net: Deep Learning Segmentation of Curvilinear Structures in Medical Imaging	2020	Lei Mou Yitian Zhao Huazhu Fu Yonghuai Liu Jun Cheng Yalin Zheng Pan Su Jianlong Yang Li Chen Alejandro F Frang	1
+ PDF Chat	Boosting Connectivity in Retinal Vessel Segmentation via a Recursive Semantics-Guided Network	2020	Rui Xu Tiantian Liu Xinchen Ye Lin Lin Yen‐Wei Chen	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	ROSE: A Retinal OCT-Angiography Vessel Segmentation Dataset and New Model	2020	Yuhui Ma Huaying Hao Jianyang Xie Huazhu Fu Jiong Zhang Jianlong Yang Zhen Wang Jiang Liu Yalin Zheng Yitian Zhao	1
+ PDF Chat	Methods and open-source toolkit for analyzing and visualizing challenge results	2021	Manuel Wiesenfarth Annika Reinke Bennett A. Landman Matthias Eisenmann Laura Aguilera Saiz M. Jorge Cardoso Lena Maier‐Hein Annette Kopp‐Schneider	1
+ PDF Chat	The Medical Segmentation Decathlon	2022	Michela Antonelli Annika Reinke Spyridon Bakas Keyvan Farahani Annette Kopp‐Schneider Bennett A. Landman Geert Litjens Bjoern Menze Olaf Ronneberger Ronald M. Summers	1
+ PDF Chat	clDice - a Novel Topology-Preserving Loss Function for Tubular Structure Segmentation	2021	Suprosanna Shit Johannes C. Paetzold Anjany Sekuboyina Ivan Ezhov Alexander Unger Andrey Zhylka Josien P. W. Pluim Ulrich Bauer Bjoern Menze	1
+ PDF Chat	Seminar Learning for Click-Level Weakly Supervised Semantic Segmentation	2021	Hongjun Chen Jinbao Wang Hongcai Chen Xiantong Zhen Feng Zheng Rongrong Ji Ling Shao	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
+ PDF Chat	Projective Skip-Connections for Segmentation Along a Subset of Dimensions in Retinal OCT	2021	Dmitrii Lachinov Philipp Seeböck Julia Mai Felix Goldbach Ursula Schmidt‐Erfurth Hrvoje Bogunović	1
+ PDF Chat	RV-GAN: Segmenting Retinal Vascular Structure in Fundus Photographs Using a Novel Multi-scale Generative Adversarial Network	2021	Sharif Amit Kamran Khondker Fariha Hossain Alireza Tavakkoli Stewart Lee Zuckerbrod Kenton M. Sanders Salah A. Baker	1
+	blob loss: instance imbalance aware loss functions for semantic segmentation	2022	Florian Kofler Suprosanna Shit Ivan Ezhov Lucas Fidon Izabela Horvath Rami Al-Maskari Hongwei Li Harsharan S. Bhatia Timo Loehr Marie Piraud	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
+	Ranger21: a synergistic deep learning optimizer	2021	Less Wright Nestor Demeure	1