Xiaowu Sun

28 papers A* 1Journal 17Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
Extreme cardiac MRI analysis under respiratory motion: Results of the CMRxMotion challenge.
Medical Image Anal.
Kang Wang, Chen Qin, Zhang Shi, Haoran Wang, Xiwen Zhang, Chen Chen, Cheng Ouyang, Chengliang Dai, Yuanhan Mo, Chenchen Dai, Xutong Kuang, Ruizhe Li, Xin Chen, Xiuzheng Yue, Song Tian, Alejandro Mora-Rubio, Kumaradevan Punithakumar, Shizhan Gong, Qi Dou, Sina Amirrajab, Yasmina Al Khalil, Cian M. Scannell, Lexiaozi Fan, Huili Yang, Xiaowu Sun, Rob J. van der Geest, Tewodros Weldebirhan Arega, Fabrice Mériaudeau, Caner Özer, Amin Ranem, John Kalkhof, Ilkay Öksüz, Anirban Mukhopadhyay, Abdul Qayyum, Moona Mazher, Steven A. Niederer, Carles García-Cabrera, Eric Arazo, Michal K. Grzeszczyk, Szymon Plotka, Wanqin Ma, Xiaomeng Li, Rongjun Ge, Yongqing Kou, Xinrong Chen, He Wang, Chengyan Wang, Wenjia Bai, Shuo Wang
2026 J jnl
ODySSeI: An Open-Source End-to-End Framework for Automated Detection, Segmentation, and Severity Estimation of Lesions in Invasive Coronary Angiography Images.
CoRR
Anand Choudhary, Xiaowu Sun, Thabo Mahendiran, Ortal Yona Senouf, Denise Auberson, Bernard De Bruyne, Stéphane Fournier, Olivier Muller, Emmanuel Abbe, Pascal Frossard, Dorina Thanou
2025 J jnl
CM-UNet: A Self-Supervised Learning-Based Model for Coronary Artery Segmentation in X-Ray Angiography.
CoRR
Camille Challier, Xiaowu Sun, Thabo Mahendiran, Ortal Yona Senouf, Bernard De Bruyne, Denise Auberson, Olivier Muller, Stéphane Fournier, Pascal Frossard, Emmanuel Abbe, Dorina Thanou
2025 J jnl
Extreme Cardiac MRI Analysis under Respiratory Motion: Results of the CMRxMotion Challenge.
CoRR
Kang Wang, Chen Qin, Zhang Shi, Haoran Wang, Xiwen Zhang, Chen Chen, Cheng Ouyang, Chengliang Dai, Yuanhan Mo, Chenchen Dai, Xutong Kuang, Ruizhe Li, Xin Chen, Xiuzheng Yue, Song Tian, Alejandro Mora-Rubio, Kumaradevan Punithakumar, Shizhan Gong, Qi Dou, Sina Amirrajab, Yasmina Al Khalil, Cian M. Scannell, Lexiaozi Fan, Huili Yang, Xiaowu Sun, Rob J. van der Geest, Tewodros Weldebirhan Arega, Fabrice Mériaudeau, Caner Özer, Amin Ranem, John Kalkhof, Ilkay Öksüz, Anirban Mukhopadhyay, Abdul Qayyum, Moona Mazher, Steven A. Niederer, Carles García-Cabrera, Eric Arazo, Michal K. Grzeszczyk, Szymon Plotka, Wanqin Ma, Xiaomeng Li, Rongjun Ge, Yongqing Kou, Xinrong Chen, He Wang, Chengyan Wang, Wenjia Bai, Shuo Wang
2025 J jnl
Physics-informed self-supervised learning for predictive modeling of coronary artery digital twins.
CoRR
Xiaowu Sun, Thabo Mahendiran, Ortal Yona Senouf, Denise Auberson, Bernard De Bruyne, Stéphane Fournier, Olivier Muller, Pascal Frossard, Emmanuel Abbe, Dorina Thanou
2025 J jnl
Three-Dimensional Image Reconstruction of Breast Tumor by Electrical Impedance Tomography Based on Dimensional Grey Wolf Optimization Algorithm.
IEEE Trans. Instrum. Meas.
Jie He, Zhiyang Hong, Xiaowu Sun, Qi Deng, Mengyuan Zhu, Chengjun Zhu, Kai Liu, Bo Sun, Jiafeng Yao
2024 — conf
Graph Neural Network based Future Clinical Events Prediction from Invasive Coronary Angiography.
ISBI
Xiaowu Sun, Theofilos Belmpas, Ortal Yona Senouf, Emmanuel Abbe, Pascal Frossard, Bernard De Bruyne, Olivier Muller, Stéphane Fournier, Thabo Mahendiran, Dorina Thanou
2024 J jnl
Neurosymbolic Motion and Task Planning for Linear Temporal Logic Tasks.
IEEE Trans. Robotics
Xiaowu Sun, Yasser Shoukry
2023 J jnl
Deep Learning Segmentation of the Right Ventricle in Cardiac MRI: The M&Ms Challenge.
IEEE J. Biomed. Health Informatics
Carlos Martín-Isla, Víctor M. Campello, Cristian Izquierdo, Kaisar Kushibar, Carla Sendra-Balcells, Polyxeni Gkontra, Alireza Sojoudi, Mitchell J. Fulton, Tewodros Weldebirhan Arega, Kumaradevan Punithakumar, Lei Li, Xiaowu Sun, Yasmina Al Khalil, Di Liu, Sana Jabbar, Sandro F. Queiros, Francesco Galati, Moona Mazher, Zheyao Gao, Marcel Beetz, Lennart Tautz, Christoforos Galazis, Marta Varela, Markus Hüllebrand, Vicente Grau, Xiahai Zhuang, Domenec Puig, Maria A. Zuluaga, Hassan Mohy-ud-Din, Dimitris N. Metaxas, Marcel Breeuwer, Rob J. van der Geest, Michelle Noga, Stéphanie Bricq, Mark E. Rentschler, Andrea Guala, Steffen E. Petersen, Sergio Escalera, José F. Rodríguez Palomares, Karim Lekadir
2022 — conf
Combination Special Data Augmentation and Sampling Inspection Network for Cardiac Magnetic Resonance Imaging Quality Classification.
STACOM@MICCAI
Xiaowu Sun, Li-Hsin Cheng, Rob J. van der Geest
2022 — conf
Contrastive Learning for Echocardiographic View Integration.
MICCAI (4)
Li-Hsin Cheng, Xiaowu Sun, Rob J. van der Geest
2022 — conf
NNSynth: Neural Network Guided Abstraction-Based Controller Synthesis for Stochastic Systems.
CDC
Xiaowu Sun, Yasser Shoukry
2022 J jnl
Neurosymbolic Motion and Task Planning for Linear Temporal Logic Tasks.
CoRR
Xiaowu Sun, Yasser Shoukry
2022 — —
Safe Learning and Verification of Neural Network Controllers for Autonomous Systems
Xiaowu Sun
2022 — conf
Transformer Based Feature Fusion for Left Ventricle Segmentation in 4D Flow MRI.
MICCAI (5)
Xiaowu Sun, Li-Hsin Cheng, Sven Plein, Pankaj Garg, Rob J. van der Geest
2021 J jnl
NNSynth: Neural Network Guided Abstraction-Based Controller Synthesis for Stochastic Systems.
CoRR
Xiaowu Sun, Yasser Shoukry
2021 J jnl
Provably Correct Training of Neural Network Controllers Using Reachability Analysis.
CoRR
Xiaowu Sun, Yasser Shoukry
2021 — conf
Provably Safe Model-Based Meta Reinforcement Learning: An Abstraction-Based Approach.
CDC
Xiaowu Sun, Wael Fatnassi, Ulices Santa Cruz, Yasser Shoukry
2021 J jnl
Provably Safe Model-Based Meta Reinforcement Learning: An Abstraction-Based Approach.
CoRR
Xiaowu Sun, Wael Fatnassi, Ulices Santa Cruz, Yasser Shoukry
2021 — conf
Right Ventricle Segmentation via Registration and Multi-input Modalities in Cardiac Magnetic Resonance Imaging from Multi-disease, Multi-view and Multi-center.
STACOM@MICCAI
Xiaowu Sun, Li-Hsin Cheng, Rob J. van der Geest
2020 J jnl
Nested MIMD-SIMD Parallelization for Heterogeneous Microprocessors.
ACM Trans. Archit. Code Optim.
Daniel Gerzhoy, Xiaowu Sun, Michael Zuzak, Donald Yeung
2020 — conf
Two-Level Lattice Neural Network Architectures for Control of Nonlinear Systems.
CDC
James Ferlez, Xiaowu Sun, Yasser Shoukry
2020 J jnl
Two-Level Lattice Neural Network Architectures for Control of Nonlinear Systems.
CoRR
James Ferlez, Xiaowu Sun, Yasser Shoukry
2019 A* conf
DoS-Resilient Multi-Robot Temporal Logic Motion Planning.
ICRA
Xiaowu Sun, Rohitkrishna Nambiar, Matthew Melhorn, Yasser Shoukry, Pierluigi Nuzzo
2019 — conf
Formal verification of neural network controlled autonomous systems.
HSCC
Xiaowu Sun, Haitham Khedr, Yasser Shoukry
2018 J jnl
A Method for Predicting Protein Complexes from Dynamic Weighted Protein-Protein Interaction Networks.
J. Comput. Biol.
Lizhen Liu, Xiaowu Sun, Wei Song, Chao Du
2018 J jnl
Formal Verification of Neural Network Controlled Autonomous Systems.
CoRR
Xiaowu Sun, Haitham Khedr, Yasser Shoukry
2014 J jnl
Using electronic health record data to develop inpatient mortality predictive model: Acute Laboratory Risk of Mortality Score (ALaRMS).
J. Am. Medical Informatics Assoc.
Ying P. Tabak, Xiaowu Sun, Carlos M. Nunez, Richard S. Johannes