Huai Chen

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 42

Top Topics

Tumor Segmentation

Top Venues

IEEE Trans. Medical Imaging

Publications

Zhongchen Zhao, Huai Chen, Yu-Ping Wang, Deyu Meng, Xi Qi Gao, Qi Yu, Lisheng Wang
Retinal disease diagnosis with unsupervised Grad-CAM guided contrastive learning. Neurocomputing 593 (2024)
Nicholas Heller, Fabian Isensee, Dasha Trofimova, Resha Tejpaul, Zhongchen Zhao, Huai Chen, Lisheng Wang, Alex Golts, Daniel Khapun, Daniel Shats, Yoel Shoshan, Flora Gilboa-Solomon, Yasmeen George, Xi Yang, Jianpeng Zhang, Jing Zhang, Yong Xia, Mengran Wu, Zhiyang Liu, Edward Walczak, Seán McSweeney, Ranveer Vasdev, Chris Hornung, Rafat Solaiman, Jamee Schoephoerster, Bailey Abernathy, David Wu, Safa Abdulkadir, Ben Byun, Justice Spriggs, Griffin Struyk, Alexandra Austin, Ben Simpson, Michael Hagström, Sierra Virnig, John French, Nitin Venkatesh, Sarah Chan, Keenan Moore, Anna Jacobsen, Susan Austin, Mark Austin, Subodh Regmi, Nikolaos Papanikolopoulos, Christopher Weight
The KiTS21 Challenge: Automatic segmentation of kidneys, renal tumors, and renal cysts in corticomedullary-phase CT. CoRR (2023)
Daniel Franco-Barranco, Zudi Lin, Won-Dong Jang, Xueying Wang, Qijia Shen, Wenjie Yin, Yutian Fan, Mingxing Li, Chang Chen, Zhiwei Xiong, Rui Xin, Hao Liu, Huai Chen, Zhili Li, Jie Zhao, Xuejin Chen, Constantin Pape, Ryan Conrad, Luke Nightingale, Joost de Folter, Martin L. Jones, Yanling Liu, Dorsa Ziaei, Stephan Huschauer, Ignacio Arganda-Carreras, Hanspeter Pfister, Donglai Wei
Current Progress and Challenges in Large-Scale 3D Mitochondria Instance Segmentation. IEEE Trans. Medical Imaging 42 (12) (2023)
Huai Chen, Renzhen Wang, Xiuying Wang, Jieyu Li, Qu Fang, Hui Li, Jianhao Bai, Qing Peng, Deyu Meng, Lisheng Wang
Unsupervised Local Discrimination for Medical Images. IEEE Trans. Pattern Anal. Mach. Intell. 45 (12) (2023)
Huai Chen, Xiuying Wang, Lisheng Wang
3D Vessel Segmentation with Limited Guidance of 2D Structure-agnostic Vessel Annotations. CoRR (2023)
Guoqing Bao, Huai Chen, Tongliang Liu, Guanzhong Gong, Yong Yin, Lisheng Wang, Xiuying Wang
COVID-MTL: Multitask learning with Shift3D and random-weighted loss for COVID-19 diagnosis and severity assessment. Pattern Recognit. 124 (2022)
Yu Liu, Huai Chen, Lianghua Huang, Di Chen, Bin Wang, Pan Pan, Lisheng Wang
Animating Images to Transfer CLIP for Video-Text Retrieval. SIGIR (2022)
Zhongchen Zhao, Huai Chen, Jiang Li, Lisheng Wang
Boundary Attention U-Net for Kidney and Kidney Tumor Segmentation. EMBC (2022)
Valentin Oreiller, Vincent Andrearczyk, Mario Jreige, Sarah Boughdad, Hesham Elhalawani, Joël Castelli, Martin Vallières, Simeng Zhu, Juanying Xie, Ying Peng, Andrei Iantsen, Mathieu Hatt, Yading Yuan, Jun Ma, Xiaoping Yang, Chinmay Rao, Suraj Pai, Kanchan Ghimire, Xue Feng, Mohamed A. Naser, Clifton D. Fuller, Fereshteh Yousefirizi, Arman Rahmim, Huai Chen, Lisheng Wang, John O. Prior, Adrien Depeursinge
Head and neck tumor segmentation in PET/CT: The HECKTOR challenge. Medical Image Anal. 77 (2022)
Ruikun Li, Yi-Jie Huang, Huai Chen, Xiaoqing Liu, Yizhou Yu, Dahong Qian, Lisheng Wang
3D Graph-Connectivity Constrained Network for Hepatic Vessel Segmentation. IEEE J. Biomed. Health Informatics 26 (3) (2022)
Xiong Zha, Huai Chen, Tianyun Li, Zhaoyang Qiu, Yiwei Feng
Specific Emitter Identification Based on Complex Fourier Neural Network. IEEE Commun. Lett. 26 (3) (2022)
Huai Chen, Renzhen Wang, Jieyu Li, Qing Peng, Deyu Meng, Lisheng Wang
Unsupervised Local Discrimination for Medical Images. CoRR (2021)
Yuxiao Qi, Jieyu Li, Huai Chen, Yujie Guo, Yong Yin, Guanzhong Gong, Lisheng Wang
Computer-aided diagnosis and regional segmentation of nasopharyngeal carcinoma based on multi-modality medical images. Int. J. Comput. Assist. Radiol. Surg. 16 (6) (2021)
Ruchika Verma, Neeraj Kumar, Abhijeet Patil, Nikhil Cherian Kurian, Swapnil Rane, Simon Graham, Quoc Dang Vu, Mieke Zwager, Shan-e-Ahmed Raza, Nasir M. Rajpoot, Xiyi Wu, Huai Chen, Yijie Huang, Lisheng Wang, Hyun Jung, G. Thomas Brown, Yanling Liu, Shuolin Liu, Seyed Alireza Fatemi Jahromi, Ali Asghar Khani, Ehsan Montahaei, Mahdieh Soleymani Baghshah, Hamid Behroozi, Pavel Semkin, Alexandr Rassadin, Prasad Dutande, Romil Lodaya, Ujjwal Baid, Bhakti Baheti, Sanjay N. Talbar, Amirreza Mahbod, Rupert Ecker, Isabella Ellinger, Zhipeng Luo, Bin Dong, Zhengyu Xu, Yuehan Yao, Shuai Lv, Ming Feng, Kele Xu, Hasib Zunair, Abdessamad Ben Hamza, Steven M. Smiley, Tang-Kai Yin, Qi-Rui Fang, Shikhar Srivastava, Dwarikanath Mahapatra, Lubomira Trnavska, Hanyun Zhang, Priya Lakshmi Narayanan, Justin Law, Yinyin Yuan, Abhiroop Tejomay, Aditya Mitkari, Dinesh Koka, Vikas Ramachandra, Lata Kini, Amit Sethi
MoNuSAC2020: A Multi-Organ Nuclei Segmentation and Classification Challenge. IEEE Trans. Medical Imaging 40 (12) (2021)
Zhongchen Zhao, Huai Chen, Lisheng Wang
A Coarse-to-Fine Framework for the 2021 Kidney and Kidney Tumor Segmentation Challenge. KiTS@MICCAI (2021)
Chengyang An, Huai Chen, Lisheng Wang
A Coarse-to-Fine Framework for Head and Neck Tumor Segmentation in CT and PET Images. HECKTOR@MICCAI (2021)
Huai Chen, Jieyu Li, Renzhen Wang, Yijie Huang, Fanrui Meng, Deyu Meng, Qing Peng, Lisheng Wang
Unsupervised Learning of Local Discriminative Representation for Medical Images. IPMI (2021)
Zhiyao Li, Bosen Cheng, Xiaofeng Gao, Huai Chen, Guihai Chen
A unified task recommendation strategy for realistic mobile crowdsourcing system. Theor. Comput. Sci. 857 (2021)
Huai Chen, Huafeng Liu
Deep learning based timing calibration for PET. EMBC (2021)
Renzhen Wang, Yichen Wu, Huai Chen, Lisheng Wang, Deyu Meng
Neighbor Matching for Semi-supervised Learning. MICCAI (2) (2021)
Huai Chen, Dahong Qian, Weiping Liu, Hui Li, Lisheng Wang
An Enhanced Coarse-to-Fine Framework for the Segmentation of Clinical Target Volume. MICCAI (Challenges) (2020)
Huai Chen, Shaoli Song, Xiuying Wang, Renzhen Wang, Deyu Meng, Lisheng Wang
LRTHR-Net: A Low-Resolution-to-High-Resolution Framework to Iteratively Refine the Segmentation of Thyroid Nodule in Ultrasound Images. MICCAI (Challenges) (2020)
Yi-Jie Huang, Weiping Liu, Xiuying Wang, Qu Fang, Renzhen Wang, Yi Wang, Huai Chen, Hao Chen, Deyu Meng, Lisheng Wang
Rectifying Supporting Regions With Mixed and Active Supervision for Rib Fracture Recognition. IEEE Trans. Medical Imaging 39 (12) (2020)
Huai Chen, Yuxiao Qi, Yong Yin, TengXiang Li, Xiaoqing Liu, Xiuli Li, Guanzhong Gong, Lisheng Wang
MMFNet: A multi-modality MRI fusion network for segmentation of nasopharyngeal carcinoma. Neurocomputing 394 (2020)
Jiang Li, Huai Chen, Fang Zhu, Chen Wen, Huiwen Chen, Lisheng Wang
Automatic Pulmonary Vein and Left Atrium Segmentation for TAPVC Preoperative Evaluation Using V-Net with Grouped Attention. EMBC (2020)
Guoqing Bao, Huai Chen, Tongliang Liu, Guanzhong Gong, Yong Yin, Lisheng Wang, Xiuying Wang
COVID-MTL: Multitask Learning with Shift3D and Random-weighted Loss for Automated Diagnosis and Severity Assessment of COVID-19. CoRR (2020)
Huai Chen, Haibin Chen, Lisheng Wang
Iteratively Refine the Segmentation of Head and Neck Tumor in FDG-PET and CT Images. HECKTOR@MICCAI (2020)
Ruikun Li, Huai Chen, Guanzhong Gong, Lisheng Wang
Bladder Wall Segmentation in MRI Images via Deep Learning and Anatomical Constraints. EMBC (2020)
Huai Chen, Jieyu Li, Renzhen Wang, Yijie Huang, Fanrui Meng, Deyu Meng, Qing Peng, Lisheng Wang
Unsupervised Learning of Local Discriminative Representation for Medical Images. CoRR (2020)
Min Zhang, Chen Zhang, Xian Wu, Xinhua Cao, Geoffrey S. Young, Huai Chen, Xiaoyin Xu
A neural network approach to segment brain blood vessels in digital subtraction angiography. Comput. Methods Programs Biomed. 185 (2020)
Xiyi Wu, Huai Chen, Yijie Huang, Huayan Guo, Tiantian Qiu, Lisheng Wang
Center-Sensitive and Boundary-Aware Tooth Instance Segmentation and Classification from Cone-Beam CT. ISBI (2020)
Li Zhang, Lishen Wang, Yijie Huang, Huai Chen
Segmentation of Thoracic Organs at Risk in CT Images Combining Coarse and Fine Network. SegTHOR@ISBI (2019)
Taihao Li, Huai Chen, Min Zhang, Shupeng Liu, Shunren Xia, Xinhua Cao, Geoffrey S. Young, Xiaoyin Xu
A new design in iterative image deblurring for improved robustness and performance. Pattern Recognit. 90 (2019)
Huai Chen, Libao Zhang, Jie Ma, Jue Zhang
Target heat-map network: An end-to-end deep network for target detection in remote sensing images. Neurocomputing 331 (2019)
Huai Chen, Xiuying Wang, Yijie Huang, Xiyi Wu, Yizhou Yu, Lisheng Wang
Harnessing 2D Networks and 3D Features for Automated Pancreas Segmentation from Volumetric CT Images. MICCAI (6) (2019)
Weihao Yu, Huai Chen, Lisheng Wang
Dense attentional network for pancreas segmentation in abdominal CT scans. AIPR (2019)
Zhiyuan Liu, Huai Chen, Huafeng Liu
Deep Learning Based Framework for Direct Reconstruction of PET Images. MICCAI (3) (2019)
Huai Chen, Huafeng Liu
Timing calibration for PET based on low rank constraint. EMBC (2019)
Benzhi Chen, Lisheng Wang, Jian Sun, Huai Chen, Yinghua Fu, Shouren Lan, Yijie Huang, Zongben Xu
Diverse lesion detection from retinal images by subspace learning over normal samples. Neurocomputing 297 (2018)
Huai Chen, Yuxiao Qi, Yong Yin, TengXiang Li, Guanzhong Gong, Lisheng Wang
MMFNet: A Multi-modality MRI Fusion Network for Segmentation of Nasopharyngeal Carcinoma. CoRR (2018)
Xiaoming Kang, Yanbin Hao, Xiaoyong Cui, Huai Chen, Sanxiang Huang, Yangong Du, Wei Li, Paul Kardol, Xiangming Xiao, Lijuan Cui
Variability and Changes in Climate, Phenology, and Gross Primary Production of an Alpine Wetland Ecosystem. Remote. Sens. 8 (5) (2016)
Yao Zhang, Weizhong Li, Qiuan Zhu, Huai Chen, Xiuqin Fang, Tinglong Zhang, Pengxiang Zhao, Changhui Peng
Monitoring the impact of aerosol contamination on the drought-induced decline of gross primary productivity. Int. J. Appl. Earth Obs. Geoinformation 36 (2015)
Xiuqin Fang, Qiuan Zhu, Liliang Ren, Hanwei Xu, Huai Chen, Changhui Peng
Large-scale detection of vegetation dynamics using MODIS images and BFAST: A case study in Quebec, Canada. IGARSS (2014)
Jun Zhao, Jianqiang Wang, Junfeng Zhang, Huai Chen, Fei Xue
The Practice and Innovation of the Classification Training Mode for Professional Degree Graduates. ICFCE (2011)