Jieyun Bai

58 papers Journal 32Unranked 24
YearRankTypeTitle / Venue / Authors
2026 J jnl
Baseline Method of the Foundation Model Challenge for Ultrasound Image Analysis.
CoRR
Bo Deng, Yitong Tang, Jiake Li, Yuxin Huang, Li Wang, Yu Zhang, Yufei Zhan, Hua Lu, Xiaoshen Zhang, Jieyun Bai
2026 J jnl
Beyond Benchmarks of IUGC: Rethinking Requirements of Deep Learning Methods for Intrapartum Ultrasound Biometry from Fetal Ultrasound Videos.
CoRR
Jieyun Bai, Zihao Zhou, Yitong Tang, Jie Gan, Zhuonan Liang, Jianan Fan, Lisa Mcguire, Jillian Clarke, Weidong Cai, Jacqueline Spurway, Yubo Tang, Shiye Wang, Wenda Shen, Wangwang Yu, Yihao Li, Philippe Zhang, Weili Jiang, Yongjie Li, Salem Muhsin Ali Binqahal Al Nasim, Arsen Abzhanov, Numan Saeed, Mohammad Yaqub, Zunhui Xian, Hongxing Lin, Libin Lan, Jayroop Ramesh, Valentin Bacher, Mark Eid, Hoda Kalabizadeh, Christian Rupprecht, Ana I. L. Namburete, Pak-Hei Yeung, Madeleine K. Wyburd, Nicola K. Dinsdale, Assanali Serikbey, Jiankai Li, Sung-Liang Chen, Zicheng Hu, Nana Liu, Yian Deng, Wei Hu, Cong Tan, Wenfeng Zhang, Mai Tuyet Nhi, Gregor Koehler, Rapheal Stock, Klaus Maier-Hein, Marawan Elbatel, Xiaomeng Li, Saad Slimani, Victor M. Campello, Benard Ohene-Botwe, Isaac Khobo, Yuxin Huang, Zhenyan Han, Hongying Hou, Di Qiu, Zheng Zheng, Gongning Luo, Dong Ni, Yaosheng Lu, Karim Lekadir, Shuo Li
2026 J jnl
Beyond benchmarks of IUGC: Rethinking requirements of deep learning method for intrapartum ultrasound biometry from fetal ultrasound videos.
Medical Image Anal.
Jieyun Bai, Zihao Zhou, Yitong Tang, Jie Gan, Zhuonan Liang, Jianan Fan, Lisa Mcguire, Jillian Clarke, Tom Weidong Cai, Jacqueline Spurway, Yubo Tang, Shiye Wang, Wenda Shen, Wangwang Yu, Yihao Li, Philippe Zhang, Weili Jiang, Yongjie Li, Salem Muhsin Ali Binqahal Al Nasim, Arsen Abzhanov, Numan Saeed, Mohammad Yaqub, Zunhui Xia, Hongxing Li, Libin Lan, Jayroop Ramesh, Valentin Bacher, Mark Eid, Hoda Kalabizadeh, Christian Rupprecht, Ana I. L. Namburete, Pak-Hei Yeung, Madeleine K. Wyburd, Nicola K. Dinsdale, Assanali Serikbey, Jiankai Li, Sung-Liang Chen, Zicheng Hu, Nana Liu, Yian Deng, Wei Hu, Cong Tan, Wenfeng Zhang, Mai Tuyet Nhi, Gregor Koehler, Rapheal Stock, Klaus Maier-Hein, Marawan Elbatel, Xiaomeng Li, Saad Slimani, Victor M. Campello, Benard Ohene-Botwe, Isaac Khobo, Yuxin Huang, Zhenyan Han, Hongying Hou, Di Qiu, Zheng Zheng, Gongning Luo, Dong Ni, Yaosheng Lu, Karim Lekadir, Shuo Li
2026 — conf
DPNet: A Dual-Perception Fusion Network for Automated Coronary Artery Segmentation.
MMM (2)
Zhiting Chen, Jieyun Bai, Shunning Li, Xiaoshen Zhang, Hua Lu
2026 J jnl
DSTCS: Dual-Student Teacher Framework with Segment Anything Model for Semi-Supervised Pubic Symphysis Fetal Head Segmentation.
CoRR
Yalin Luo, Shun Long, Huijin Wang, Jieyun Bai
2026 J jnl
FA-CTGTrans: a frequency-aware CTG transformer for fetal state assessment from intrapartum cardiotocography signals.
Biomed. Signal Process. Control.
Yaqi Liang, Ziduo Yang, Jieyun Bai, Xue Kang, Qingjian Wu, Weiguang Ou, Yaosheng Lu
2026 J jnl
FUGC: Benchmarking Semi-Supervised Learning Methods for Cervical Segmentation.
CoRR
Jieyun Bai, Yitong Tang, Zihao Zhou, Mahdi Islam, Musarrat Tabassum, Enrique Almar-Munoz, Hongyu Liu, Hui Meng, Nianjiang Lv, Bo Deng, Yu Chen, Zilun Peng, Yusong Xiao, Li Xiao, Nam-Khanh Tran, Dac-Phu Phan-Le, Hai-Dang Nguyen, Xiao Liu, Jiale Hu, Mingxu Huang, Jitao Liang, Chaolu Feng, Xuezhi Zhang, Lyuyang Tong, Bo Du, Ha-Hieu Pham, Thanh-Huy Nguyen, Min Xu, Juntao Jiang, Jiangning Zhang, Yong Liu, Md. Kamrul Hasan, Jie Gan, Zhuonan Liang, Weidong Cai, Yuxin Huang, Gongning Luo, Mohammad Yaqub, Karim Lekadir
2026 J jnl
IUGC: A benchmark of landmark detection in end-to-end intrapartum ultrasound biometry.
Medical Image Anal.
Jieyun Bai, Yitong Tang, Xiao Liu, Jiale Hu, Yunda Li, Xufan Chen, Yufeng Wang, Chen Ma, Yunshu Li, Bowen Guo, Jing Jiao, Yi Huang, Kun Wang, Lifei Li, Yuzhang Ma, Xiaoxin Han, Haochen Shao, Zi Yang, Qingchen Liu, Yuchen Hu, Jingfan Kuang, Shanglin Song, Anirvan Krishna, Zaid Ahmed Khan, Zelan Li, Zhengyang Zhang, Hansen Zhang, Yan Cheng, Xuezhi Zhang, Xi Chen, Hao Yan, Lyuyang Tong, Bo Du, Bo Deng, Yu Chen, Zilun Peng, Saeid Rezaei, Jie Gan, Weidong Cai, Fangyijie Wang, Kathleen M. Curran, Guenole C. M. Silvestre, Isaac Khobo, Yaosheng Lu, Dong Ni, Yuxin Huang, Mohammad Yaqub, Jun Ma, Karim Lekadir, Shuo Li
2026 — ed.
Intrapartum Ultrasound - MICCAI 2024 Grand Challenge, IUGC 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 6, 2024, Proceedings
IUGC@MICCAI
Jieyun Bai, Yaosheng Lu
2026 — ed.
Intrapartum Ultrasound - MICCAI 2025 Grand Challenge, IUGC 2025, Held in Conjunction with MICCAI 2025, Daejeon, South Korea, September 23, 2025, Proceedings
IUGC@MICCAI
Jieyun Bai, Yuxin Huang, Isaac Khobo, Mohammad Yaqub, Karim Lekadir, Dong Ni, Shuo Li
2026 J jnl
Uncertainty-fetal head and pubic symphysis segmentation with enhanced multi-scale features and sparse visual graph attention.
Expert Syst. Appl.
Zhensen Chen, Zhanhong Ou, Yaosheng Lu, Víctor M. Campello, Jieyun Bai, Karim Lekadir
2026 J jnl
Understanding Task Aggregation for Generalizable Ultrasound Foundation Models.
CoRR
Fangyijie Wang, Tanya Akumu, Vien Ngoc Dang, Amelia Jiménez-Sánchez, Jieyun Bai, Guénolé C. M. Silvestre, Karim Lekadir, Kathleen M. Curran
2025 J jnl
A Benchmark Framework for the Right Atrium Cavity Segmentation From LGE-MRIs.
IEEE Trans. Medical Imaging
Jieyun Bai, Jinwen Zhu, Zhiting Chen, Ziduo Yang, Yaosheng Lu, Lei Li, Qince Li, Wei Wang, Henggui Zhang, Kuanquan Wang, Jie Gan, Jichao Zhao, Hua Lu, Suining Li, Jiawen Huang, Xiaoming Chen, Xiaoshen Zhang, Xiaowei Xu, Lulu Li, Yanfeng Tian, Víctor M. Campello, Karim Lekadir
2025 — conf
A Lightweight Network Based on Multi-Scale Convolutional Attention for QRS Complex Detection and Precise R-Peak Recognition.
BIBM
Xiangyun Bai, Ge Yang, Jieyun Bai, Yacong Li, Cunjin Luo, Henggui Zhang
2025 J jnl
An automatic measurement of cervix dilation in intrapartum ultrasound image.
Signal Image Video Process.
Yifan Zhang, Jinwen Zhu, Shun Long, Jieyun Bai, Yaosheng Lu, Gaowen Chen
2025 — conf
CFVP-Net: Coarse-to-Fine Visual Perception Network for Aortic Dissection Segmentation.
BIBM
Zhiting Chen, Jieyun Bai, Suining Li, Xiaoshen Zhang, Hua Lu
2025 — conf
COMT: Co-Training Mean Teachers Semi-Supervised Training Framework for Cervical Segmentation.
ISBI
Yu Chen, Bo Deng, Zilun Peng, Yongle Zhou, Pan Sun, Jin Wan, Jieyun Bai
2025 J jnl
Corrigendum to "PSFHS challenge report: pubic symphysis and fetal head segmentation from intrapartum ultrasound images" [Medical Image Analysis 99 (2025),103353].
Medical Image Anal.
Jieyun Bai, Zihao Zhou, Zhanhong Ou, Gregor Köhler, Raphael Stock, Klaus H. Maier-Hein, Marawan Elbatel, Robert Martí, Xiaomeng Li, Yaoyang Qiu, Panjie Gou, Gongping Chen, Lei Zhao, Jianxun Zhang, Yu Dai, Fangyijie Wang, Guénolé C. M. Silvestre, Kathleen M. Curran, Hongkun Sun, Jing Xu, Pengzhou Cai, Lu Jiang, Libin Lan, Dong Ni, Mei Zhong, Gaowen Chen, Víctor M. Campello, Yaosheng Lu, Karim Lekadir
2025 J jnl
Digital twin for sex-specific identification of class III antiarrhythmic drugs based on in vitro measurements, computer models, and machine learning tools.
PLoS Comput. Biol.
Jieyun Bai, Weishan Wang, Xiaoshen Zhang, Hua Lu, Henggui Zhang, Alexander V. Panfilov, Jichao Zhao
2025 — conf
Edge Awareness Network with Large Kernel Attention for Small Target Segmentation from Intrapartum Ultrasound Images.
BIBM
Yalin Luo, Shun Long, Huijin Wang, Jieyun Bai
2025 — conf
Heatmap Regression for Automated Angle of Progression Measurement: The Baseline Method for the IUGC2025.
IUGC@MICCAI
Yitong Tang, Zihao Zhou, Yaosheng Lu, Jieyun Bai, Shun Long, Yuxin Huang, Isaac Khobo, Shun Zhang, Zimo Zhou, Lei Guo
2025 J jnl
PSFHS challenge report: Pubic symphysis and fetal head segmentation from intrapartum ultrasound images.
Medical Image Anal.
Jieyun Bai, Zihao Zhou, Zhanhong Ou, Gregor Köhler, Raphael Stock, Klaus H. Maier-Hein, Marawan Elbatel, Robert Martí, Xiaomeng Li, Yaoyang Qiu, Panjie Gou, Gongping Chen, Lei Zhao, Jianxun Zhang, Yu Dai, Fangyijie Wang, Guénolé C. M. Silvestre, Kathleen M. Curran, Hongkun Sun, Jing Xu, Pengzhou Cai, Lu Jiang, Libin Lan, Dong Ni, Mei Zhong, Gaowen Chen, Víctor M. Campello, Yaosheng Lu, Karim Lekadir
2025 J jnl
Segment Anything Model for fetal head-pubic symphysis segmentation in intrapartum ultrasound image analysis.
Expert Syst. Appl.
Zihao Zhou, Yaosheng Lu, Jieyun Bai, Víctor M. Campello, Fan Feng, Karim Lekadir
2024 — conf
Assessment of Proarrhythmic Risk for Class III Antiarrhythmic Drug in Atrium.
BIBM
Weishan Wang, Jieyun Bai
2024 J jnl
Direction-guided and multi-scale feature screening for fetal head-pubic symphysis segmentation and angle of progression calculation.
Expert Syst. Appl.
Zhensen Chen, Zhanhong Ou, Yaosheng Lu, Jieyun Bai
2024 J jnl
Dual-path multi-branch feature residual network for salient object detection.
Eng. Appl. Artif. Intell.
Zhensen Chen, Yaosheng Lu, Shun Long, Jieyun Bai
2024 J jnl
ETCNN: An ensemble transformer-convolutional neural network for automatic analysis of fetal heart rate.
Biomed. Signal Process. Control.
Qingjian Wu, Yaosheng Lu, Xue Kang, Huijin Wang, Zheng Zheng, Jieyun Bai
2024 — conf
Estimation of Labor Progress Parameters on Intrapartum Transperineal Ultrasound Images via Multi-path Refinement U-Net Combining Recurrent Residuals and Attention.
IUGC@MICCAI
Zhiting Chen, Jieyun Bai, Yaosheng Lu, Huijin Wang
2024 — conf
Evaluation of the Video-Based Network for Angle of Progression Measurement.
IUGC@MICCAI
Mengqiang Zhou, Zhiting Chen, Ruiyu Qiu, Yaosheng Lu, Huijin Wang, Jieyun Bai
2024 J jnl
Fetal Head and Pubic Symphysis Segmentation in Intrapartum Ultrasound Image Using a Dual-Path Boundary-Guided Residual Network.
IEEE J. Biomed. Health Informatics
Zhensen Chen, Yaosheng Lu, Shun Long, Víctor M. Campello, Jieyun Bai, Karim Lekadir
2024 — conf
Intrapartum Ultrasound Image Segmentation of Pubic Symphysis and Fetal Head Using Dual Student-Teacher Framework with CNN-ViT Collaborative Learning.
MICCAI (1)
Jianmei Jiang, Huijin Wang, Jieyun Bai, Shun Long, Shuangping Chen, Víctor M. Campello, Karim Lekadir
2024 J jnl
Intrapartum Ultrasound Image Segmentation of Pubic Symphysis and Fetal Head Using Dual Student-Teacher Framework with CNN-ViT Collaborative Learning.
CoRR
Jianmei Jiang, Huijin Wang, Jieyun Bai, Shun Long, Shuangping Chen, Víctor M. Campello, Karim Lekadir
2024 — conf
Multi-frequency Attention Approach for Enhanced Ultrasound Image Segmentation.
IUGC@MICCAI
Zicheng Hu, Yian Deng, Ruisheng Ran, Nana Liu, Xinru Wei, Jieyun Bai, Wenfeng Zhang, Wei Hu
2024 J jnl
PSFHS Challenge Report: Pubic Symphysis and Fetal Head Segmentation from Intrapartum Ultrasound Images.
CoRR
Jieyun Bai, Zihao Zhou, Zhanhong Ou, Gregor Köhler, Raphael Stock, Klaus H. Maier-Hein, Marawan Elbatel, Robert Martí, Xiaomeng Li, Yaoyang Qiu, Panjie Gou, Gongping Chen, Lei Zhao, Jianxun Zhang, Yu Dai, Fangyijie Wang, Guénolé C. M. Silvestre, Kathleen M. Curran, Hongkun Sun, Jing Xu, Pengzhou Cai, Lu Jiang, Libin Lan, Dong Ni, Mei Zhong, Gaowen Chen, Víctor M. Campello, Yaosheng Lu, Karim Lekadir
2024 J jnl
PSFHSP-Net: an efficient lightweight network for identifying pubic symphysis-fetal head standard plane from intrapartum ultrasound images.
Medical Biol. Eng. Comput.
Ruiyu Qiu, Mengqiang Zhou, Jieyun Bai, Yaosheng Lu, Huijin Wang
2024 J jnl
RTSeg-net: A lightweight network for real-time segmentation of fetal head and pubic symphysis from intrapartum ultrasound images.
Comput. Biol. Medicine
Zhanhong Ou, Jieyun Bai, Zhide Chen, Yaosheng Lu, Huijin Wang, Shun Long, Gaowen Chen
2024 — conf
Ultrasound Video Segmentation of Pubic Symphysis and Fetal Head for Angle of Progression Measurement.
MMAsia
Shuangping Chen, Huijin Wang, Shun Long, Jieyun Bai, Jianmei Jiang
2023 J jnl
A hybrid attentional guidance network for tumors segmentation of breast ultrasound images.
Int. J. Comput. Assist. Radiol. Surg.
Yaosheng Lu, Xiaosong Jiang, Mengqiang Zhou, Dengjiang Zhi, Ruiyu Qiu, Zhanhong Ou, Jieyun Bai
2023 J jnl
Automated fetal heart rate analysis for baseline determination using EMAU-Net.
Inf. Sci.
Mujun Liu, Rongdan Zeng, Yahui Xiao, Yaosheng Lu, Yi Wu, Shun Long, Jia Liu, Zheng Zheng, Huijin Wang, Jieyun Bai
2023 J jnl
Baseline/acceleration/deceleration determination of fetal heart rate signals using a novel ensemble LCResU-Net.
Expert Syst. Appl.
Mujun Liu, Rongdan Zeng, Yahui Xiao, Jieyun Bai, Jia Liu, Zheng Zheng, Yaosheng Lu
2023 — conf
FM-Net: A Fully Automatic Deep Learning Pipeline for Epicardial Adipose Tissue Segmentation.
STACOM@MICCAI
Fan Feng, Carl-Johan Carlhäll, Yongyao Tan, Shaleka Agrawal, Peter Lundberg, Jieyun Bai, John Zhiyong Yang, Mark Trew, Jichao Zhao
2023 J jnl
Mechanistic insight into the functional role of human sinoatrial node conduction pathways and pacemaker compartments heterogeneity: A computer model analysis.
PLoS Comput. Biol.
Jichao Zhao, Roshan Sharma, Anuradha Kalyanasundaram, James Kennelly, Jieyun Bai, Ning Li, Alexander Panfilov, Vadim V. Fedorov
2023 J jnl
The segmentation effect of style transfer on fetal head ultrasound image: a study of multi-source data.
Medical Biol. Eng. Comput.
Mengqiang Zhou, Chuan Wang, Yaosheng Lu, Ruiyu Qiu, Rongdan Zeng, Dengjiang Zhi, Xiaosong Jiang, Zhanhong Ou, Huijin Wang, Gaowen Chen, Jieyun Bai
2022 — conf
Prediction of Delivery Mode from Fetal Heart Rate and Electronic Medical Records Using Machine Learning.
CinC
Xue Kang, Rongdan Zeng, Hao Yi, Chuan Wang, Mujun Liu, Zheng Zheng, Yaosheng Lu, Huijin Wang, Jieyun Bai
2021 J jnl
An attention-based CNN-BiLSTM hybrid neural network enhanced with features of discrete wavelet transformation for fetal acidosis classification.
Expert Syst. Appl.
Mujun Liu, Yaosheng Lu, Shun Long, Jieyun Bai, Wanmin Lian
2021 J jnl
Cardiotocography signal abnormality classification using time-frequency features and Ensemble Cost-sensitive SVM classifier.
Comput. Biol. Medicine
Rongdan Zeng, Yaosheng Lu, Shun Long, Chuan Wang, Jieyun Bai
2021 J jnl
Corrigendum to "Cardiotocography signal abnormality classification using time-frequency features and ensemble cost-sensitive SVM classifier" [Comput. Biol. Med. 130 (2021) 104218].
Comput. Biol. Medicine
Rongdan Zeng, Yaosheng Lu, Shun Long, Chuan Wang, Jieyun Bai
2020 — conf
In Silico Assessment of Genetic Variation in PITX2 Reveals the Molecular Mechanisms of Calcium-Mediated Cellular Triggered Activity in Atrial Fibrillation
EMBC
Jieyun Bai, Yijie Zhu, Andy Lo, Yaosheng Lu, Jichao Zhao
2020 J jnl
In silico investigation of the mechanisms underlying atrial fibrillation due to impaired Pitx2.
PLoS Comput. Biol.
Jieyun Bai, Andy Lo, Patrick A. Gladding, Martin K. Stiles, Vadim V. Fedorov, Jichao Zhao
2019 — conf
In Silico Investigation of the CACNA1C N2091S Mutation in Timothy Syndrome.
CinC
Jieyun Bai, Yaosheng Lu, Tao Song, Kuanquan Wang, Henggui Zhang
2019 — conf
In Silico Screening of the Key Electrical Remodelling Targets in Atrial Fibrillation-Induced Sinoatrial Node Dysfunction.
CinC
Jieyun Bai, Yaosheng Lu, Roshan Sharma, Jichao Zhao
2019 — conf
PITX2 Overexpression Leads to Atrial Electrical Remodeling Linked to Atrial Fibrillation.
CinC
Jieyun Bai, Yaosheng Lu, Andy C. Y. Lo, Jichao Zhao
2019 — conf
The Ionic Mechanisms of Triggered Atrial Activity Under a TBX5-driven Regulatory Network.
CinC
Andy C. Y. Lo, Jieyun Bai, Patrick A. Gladding, Jichao Zhao
2016 — conf
Calcium Calmodulin Dependent Protein Kinase II (CaMKII) Contribute to Arrhythmias after Acidosis: A Simulation Study.
CinC
Huanling Liu, Kuanquan Wang, Jieyun Bai, Suyu Dong, Henggui Zhang
2016 — conf
In Silico Investigation of Spontaneous Calcium Release on Premature Ventricular Contractions in Human Ventricles.
CinC
Jieyun Bai, Kuanquan Wang, Gongning Luo, Henggui Zhang
2016 — conf
Multi-scale cardiac modelling reveal tachyarrhythmias induced by abrupt rate accelerations in long QT syndrome.
BIBM
Jieyun Bai, Kuanquan Wang, Henggui Zhang
2015 — conf
Effects of Early Afterdepolarizations on Ventricular Tachycardia in Human Heart.
CinC
Jieyun Bai, Kuanquan Wang, Qince Li, Yinghui Li, Henggui Zhang
2014 — conf
Pro-arrhythmic Effects of Increased Late Sodium Current in Failing Human Heart.
CinC
Jieyun Bai, Kuanquan Wang, Xiangyun Bai, Yongfeng Yuan, Henggui Zhang