Publications

2023

1. 

   A Regional-Attentive Multi-Task Learning Framework for Breast Ultrasound Image Segmentation and Classification

   Meng Xu, Kuan Huang, and Xiaojun Qi

   IEEE Access, 2023

   Bib HTML PDF

   @article{xu2023regional,
     title = {A Regional-Attentive Multi-Task Learning Framework for Breast Ultrasound Image Segmentation and Classification},
     author = {Xu, Meng and Huang, Kuan and Qi, Xiaojun},
     journal = {IEEE Access},
     year = {2023},
     publisher = {IEEE},
   }

2022

1. ISBI

   Multi-task learning with context-oriented self-attention for breast ultrasound image classification and segmentation

   Meng Xu, Kuan Huang, and Xiaojun Qi

   In 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI), 2022

   Bib HTML

   @inproceedings{xu2022multi,
     title = {Multi-task learning with context-oriented self-attention for breast ultrasound image classification and segmentation},
     author = {Xu, Meng and Huang, Kuan and Qi, Xiaojun},
     booktitle = {2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI)},
     pages = {1--5},
     year = {2022},
     organization = {IEEE},
   }

2. 

   BUSIS: a benchmark for breast ultrasound image segmentation

   Yingtao Zhang, Min Xian, Heng-Da Cheng, and 7 more authors

   In Healthcare, 2022

   Bib HTML

   @inproceedings{zhang2022busis,
     title = {BUSIS: a benchmark for breast ultrasound image segmentation},
     author = {Zhang, Yingtao and Xian, Min and Cheng, Heng-Da and Shareef, Bryar and Ding, Jianrui and Xu, Fei and Huang, Kuan and Zhang, Boyu and Ning, Chunping and Wang, Ying},
     booktitle = {Healthcare},
     volume = {10},
     number = {4},
     pages = {729},
     year = {2022},
     organization = {MDPI},
   }

3. 

   Trustworthy Breast Ultrasound Image Semantic Segmentation Based on Fuzzy Uncertainty Reduction

   Kuan Huang, Yingtao Zhang, Heng-Da Cheng, and 1 more author

   In Healthcare, 2022

   Bib HTML

   @inproceedings{huang2022trustworthy,
     title = {Trustworthy Breast Ultrasound Image Semantic Segmentation Based on Fuzzy Uncertainty Reduction},
     author = {Huang, Kuan and Zhang, Yingtao and Cheng, Heng-Da and Xing, Ping},
     booktitle = {Healthcare},
     volume = {10},
     number = {12},
     pages = {2480},
     year = {2022},
     organization = {MDPI},
   }

4. BIBM

   Weakly Unpaired Image Translation from Hematoxylin and Eosin Staining Image to Immunohistochemistry Staining Image

   Kuan Huang, Yifei Cheng, Qiang Gao, and 1 more author

   In 2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2022

   Bib HTML

   @inproceedings{huang2022weakly,
     title = {Weakly Unpaired Image Translation from Hematoxylin and Eosin Staining Image to Immunohistochemistry Staining Image},
     author = {Huang, Kuan and Cheng, Yifei and Gao, Qiang and Zhang, Bing},
     booktitle = {2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)},
     pages = {1013--1019},
     year = {2022},
     organization = {IEEE},
   }

5. BIBM

   A Deep Active Learning Framework with Information Guided Label Generation for Medical Image Segmentation

   Kuan Huang, Jianhua Huang, Weichen Wang, and 2 more authors

   In 2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2022

   Bib HTML

   @inproceedings{huang2022deep,
     title = {A Deep Active Learning Framework with Information Guided Label Generation for Medical Image Segmentation},
     author = {Huang, Kuan and Huang, Jianhua and Wang, Weichen and Xu, Meng and Liu, Feifei},
     booktitle = {2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)},
     pages = {1562--1567},
     year = {2022},
     organization = {IEEE},
   }

2021

1. 

   Breast Ultrasound Image Segmentation Based on Uncertainty Reduction and Context Information

   Kuan Huang

   Utah State University, 2021

   Bib HTML

   @phdthesis{huang2021breast,
     title = {Breast Ultrasound Image Segmentation Based on Uncertainty Reduction and Context Information},
     author = {Huang, Kuan},
     year = {2021},
     school = {Utah State University},
   }

2. ICPR

   Semantic Segmentation of Breast Ultrasound Image with Pyramid Fuzzy Uncertainty Reduction and Direction Connectedness Feature

   Kuan Huang, Yingtao Zhang, Heng-Da Cheng, and 2 more authors

   In 2020 25th International Conference on Pattern Recognition (ICPR), 2021

   Bib HTML

   @inproceedings{huang2021semantic,
     title = {Semantic Segmentation of Breast Ultrasound Image with Pyramid Fuzzy Uncertainty Reduction and Direction Connectedness Feature},
     author = {Huang, Kuan and Zhang, Yingtao and Cheng, Heng-Da and Xing, Ping and Zhang, Boyu},
     booktitle = {2020 25th International Conference on Pattern Recognition (ICPR)},
     pages = {3357--3364},
     year = {2021},
     organization = {IEEE},
   }

3. ISBI

   Mssa-net: Multi-scale self-attention network for breast ultrasound image segmentation

   Meng Xu, Kuan Huang, Qiuxiao Chen, and 1 more author

   In 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 2021

   Bib HTML

   @inproceedings{xu2021mssa,
     title = {Mssa-net: Multi-scale self-attention network for breast ultrasound image segmentation},
     author = {Xu, Meng and Huang, Kuan and Chen, Qiuxiao and Qi, Xiaojun},
     booktitle = {2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI)},
     pages = {827--831},
     year = {2021},
     organization = {IEEE},
   }

4. ICME

   Shape-adaptive convolutional operator for breast ultrasound image segmentation

   Kuan Huang, Yingtao Zhang, Heng-Da Cheng, and 1 more author

   In 2021 IEEE International Conference on Multimedia and Expo (ICME), 2021

   Bib HTML

   @inproceedings{huang2021shape,
     title = {Shape-adaptive convolutional operator for breast ultrasound image segmentation},
     author = {Huang, Kuan and Zhang, Yingtao and Cheng, Heng-Da and Xing, Ping},
     booktitle = {2021 IEEE International Conference on Multimedia and Expo (ICME)},
     pages = {1--6},
     year = {2021},
     organization = {IEEE},
   }

5. 

   Semantic segmentation of breast ultrasound image with fuzzy deep learning network and breast anatomy constraints

   Kuan Huang, Yingtao Zhang, Heng-Da Cheng, and 2 more authors

   Neurocomputing, 2021

   Bib HTML

   @article{huang2021semantid,
     title = {Semantic segmentation of breast ultrasound image with fuzzy deep learning network and breast anatomy constraints},
     author = {Huang, Kuan and Zhang, Yingtao and Cheng, Heng-Da and Xing, Ping and Zhang, Boyu},
     journal = {Neurocomputing},
     volume = {450},
     pages = {319--335},
     year = {2021},
     publisher = {Elsevier},
   }

6. EMBC

   MSF-GAN: Multi-Scale Fuzzy Generative Adversarial Network for Breast Ultrasound Image Segmentation

   Kuan Huang, Yingtao Zhang, Heng-Da Cheng, and 1 more author

   In 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2021

   Bib HTML

   @inproceedings{huang2021msf,
     title = {MSF-GAN: Multi-Scale Fuzzy Generative Adversarial Network for Breast Ultrasound Image Segmentation},
     author = {Huang, Kuan and Zhang, Yingtao and Cheng, Heng-Da and Xing, Ping},
     booktitle = {2021 43rd Annual International Conference of the IEEE Engineering in Medicine \& Biology Society (EMBC)},
     pages = {3193--3196},
     year = {2021},
     organization = {IEEE},
   }

7. EMBC

   Interpretable fine-grained BI-RADS classification of breast tumors

   Yi Xiao, Kuan Huang, Sihua Niu, and 1 more author

   In 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2021

   Bib HTML

   @inproceedings{xiao2021interpretable,
     title = {Interpretable fine-grained BI-RADS classification of breast tumors},
     author = {Xiao, Yi and Huang, Kuan and Niu, Sihua and Huang, Jianhua},
     booktitle = {2021 43rd Annual International Conference of the IEEE Engineering in Medicine \& Biology Society (EMBC)},
     pages = {3617--3621},
     year = {2021},
     organization = {IEEE},
   }

8. EMBC

   NGMMs: Neutrosophic Gaussian Mixture Models for Breast Ultrasound Image Classification

   Kuan Huang, Meng Xu, and Xiaojun Qi

   In 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2021

   Bib HTML

   @inproceedings{huang2021ngmms,
     title = {NGMMs: Neutrosophic Gaussian Mixture Models for Breast Ultrasound Image Classification},
     author = {Huang, Kuan and Xu, Meng and Qi, Xiaojun},
     booktitle = {2021 43rd Annual International Conference of the IEEE Engineering in Medicine \& Biology Society (EMBC)},
     pages = {3943--3947},
     year = {2021},
     organization = {IEEE},
   }

2019

1. 

   Preliminary results of computer-aided diagnosis for magnetic resonance imaging of solid breast lesions

   Qiujie Yu, Kuan Huang, Ye Zhu, and 2 more authors

   Breast Cancer Research and Treatment, 2019

   Bib HTML

   @article{yu2019preliminary,
     title = {Preliminary results of computer-aided diagnosis for magnetic resonance imaging of solid breast lesions},
     author = {Yu, Qiujie and Huang, Kuan and Zhu, Ye and Chen, Xiaodan and Meng, Wei},
     journal = {Breast Cancer Research and Treatment},
     volume = {177},
     pages = {419--426},
     year = {2019},
     publisher = {Springer},
   }

2018

1. arXiv

   Computer-aided knee joint magnetic resonance image segmentation-a survey

   Boyu Zhang, Yingtao Zhang, Heng-Da Cheng, and 4 more authors

   arXiv preprint arXiv:1802.04894, 2018

   Bib HTML

   @article{zhang2018computer,
     title = {Computer-aided knee joint magnetic resonance image segmentation-a survey},
     author = {Zhang, Boyu and Zhang, Yingtao and Cheng, Heng-Da and Xian, Min and Gai, Shan and Cheng, Olivia and Huang, Kuan},
     journal = {arXiv preprint arXiv:1802.04894},
     year = {2018},
   }

2. ICPR

   A hybrid framework for tumor saliency estimation

   Fei Xu, Min Xian, Yingtao Zhang, and 6 more authors

   In 2018 24th International Conference on Pattern Recognition (ICPR), 2018

   Bib HTML

   @inproceedings{xu2018hybrid,
     title = {A hybrid framework for tumor saliency estimation},
     author = {Xu, Fei and Xian, Min and Zhang, Yingtao and Huang, Kuan and Cheng, Heng-Da and Zhang, Boyu and Ding, Jianrui and Ning, Chunping and Wang, Ying},
     booktitle = {2018 24th International Conference on Pattern Recognition (ICPR)},
     pages = {3935--3940},
     year = {2018},
     organization = {IEEE},
   }

3. ICPR

   Medical knowledge constrained semantic breast ultrasound image segmentation

   Kuan Huang, Heng-Da Cheng, Yingtao Zhang, and 3 more authors

   In 2018 24th International Conference on Pattern Recognition (ICPR), 2018

   Bib HTML

   @inproceedings{huang2018medical,
     dimensions = {true},
     title = {Medical knowledge constrained semantic breast ultrasound image segmentation},
     author = {Huang, Kuan and Cheng, Heng-Da and Zhang, Yingtao and Zhang, Boyu and Xing, Ping and Ning, Chunping},
     booktitle = {2018 24th International Conference on Pattern Recognition (ICPR)},
     pages = {1193--1198},
     year = {2018},
     organization = {IEEE},
   }