2006

Yin, Xiaoxia, Ng, BW-H, Ferguson, B, Mickan, SP, Fischer, BM, Rainsford, TJ and Abbott, D (2006) Information fusion and wavelet based segment detection with applications to the identification of 3D target T-ray CT imaging. In: 2006 Joint 31st International Conference on Infrared Millimeter Waves and 14th International Conference on Teraherz Electronics, 18 September 2006-22 September 2006, Shanghai, China.

Yin, Xiaoxia, Ng, BW-H, Ferguson, B, Mickan, SP and Abbott, D (2006) Statistical model for the classification of the wavelet transforms of T-ray pulses. In: 18th International Conference on Pattern Recognition - ICPR2006, 20 August 2006-24 August 2006, Hong Kong.

2007

Yin, Xiaoxia, Ng, BW-H, Ferguson, B, Mickan, SP and Abbott, D (2007) Terahertz computed tomographic reconstruction and its wavelet-based segmentation by fusion. In: 2007 IEEE International Symposium on Industrial Electronics, 04 June 2007-07 June 2007, Vigo, Spain.

Yin, Xiaoxia, Ng, BW-H, Ferguson, B and Abbott, D (2007) Terahertz local tomography. In: IRMMW-THz 2007 - 32nd International Conference on Infrared Millimetre Waves and 15th International Conference on Teraherz Electronics, 02 September 2007-09 September 2007, Cardiff, Wales.

2012

Yin, Xiaoxia, Ng, BW-H, Ramamohanarao, K and Abbott, D (2012) Tensor based sparse decomposition of 3D shape for visual detection of mirror symmetry. Computer Methods and Programs in Biomedicine, 108 (2). 629 - 643. ISSN 0169-2607

Yin, Xiaoxia, Ng, BW-H and Abbott, D (2012) Terahertz imaging for biomedical applications: Pattern recognition and tomographic reconstruction. Springer, New York.

2014

Yin, Xiaoxia, Ng, BW-H, He, Jing, Zhang, Yanchun ORCID: 0000-0002-5094-5980 and Abbott, D (2014) Unsupervised segmentation of blood vessels from colour retinal fundus images. In: Health Information Science: Third International Conference, HIS 2014, Shenzhen, China, April 22-23, 2014. Proceedings, 22 April 2014-23 April 2014, Shenzhen, China.

Yin, Xiaoxia, Hadjiloucas, S and Zhang, Yanchun ORCID: 0000-0002-5094-5980 (2014) Complex extreme learning machine applications in terahertz pulsed signals feature sets. Computer Methods and Programs in Biomedicine, 117 (2). 387 - 403. ISSN 0169-2607

Zhang, Yanchun ORCID: 0000-0002-5094-5980, Yao, G, He, Jing, Wang, L, Smalheiser, NR and Yin, Xiaoxia (2014) Health Information Science: third International Conference, HIS 2014, Shenzhen, China, April 22-23, 2014. Proceedings. Zhang, Yanchun ORCID: 0000-0002-5094-5980, Yao, G, He, Jing, Wang, L, Smalheiser, NR and Yin, X, eds. Lecture notes in computer science, 8423 . Springer International Publishing, New York.

April 2014

Yin, Xiaoxia, Ng, BW-H, He, Jing, Zhang, Yanchun ORCID: 0000-0002-5094-5980 and Abbott, D (2014) Accurate Image Analysis of the Retina Using Hessian Matrix and Binarisation of Thresholded Entropy with Application of Texture Mapping. PLoS ONE, 9 (4). 1 - 17.

1 January 2015

Yin, Xiaoxia, Hadjiloucas, S, He, Jing, Zhang, Yanchun ORCID: 0000-0002-5094-5980, Wang, Y and Zhang, D (2015) Application of complex extreme learning machine to multiclass classification problems with high dimensionality: A THz spectra classification problem. Digital Signal Processing: A Review Journal, 40 (1). 40 - 52. ISSN 1051-2004

May 2015

Yin, Xiaoxia, Ho, K, Zeng, D, Aickelin, U, Zhou, Rui ORCID: 0000-0001-6807-4362 and Wang, Hua ORCID: 0000-0002-8465-0996 (2015) Health information science : 4th International Conference, HIS 2015, Melbourne, Australia, May 28-30, 2015, Proceedings. Yin, X, Ho, K, Zeng, D, Aickelin, U, Zhou, Rui ORCID: 0000-0001-6807-4362 and Wang, Hua ORCID: 0000-0002-8465-0996, eds. Lecture Notes in Computer Science . Springer, Cham, Switzerland.

2016

Yin, Xiaoxia, Geller, J, Li, Y, Zhou, Rui ORCID: 0000-0001-6807-4362, Wang, Hua ORCID: 0000-0002-8465-0996 and Zhang, Yanchun ORCID: 0000-0002-5094-5980, eds. (2016) Health Information Science: 5th International Conference, HIS 2016, Shanghai, China, November 5-7, 2016, Proceedings. Lecture Notes in Computer Science, 10038 . Springer, Cham.

Ulhaq, Anwaar ORCID: 0000-0002-5145-7276, Yin, Xiaoxia, Zhang, Yanchun ORCID: 0000-0002-5094-5980 and Gondal, Iqbal (2016) Action-02MCF: A robust space-time correlation filter for action recognition in clutter and adverse lighting conditions. In: 17th International Conference of Advanced Concepts for Intelligent Vision System (ACIVS) 2016, 24 October 2016-27 October 2016, Lecce, Italy.

Irshad, S, Yin, Xiaoxia, Li, LQ and Salman, U (2016) Automatic Optic Disk Segmentation in Presence of Disk Blurring. In: ISVC 2016: 12th International Symposium on Visual Computing, 12 December 2016-14 December 2016, Las Vegas, Nevada, USA.

1 February 2016

Cheng, Yu, Jin, Zhigang, Chen, Hongcai, Zhang, Yanchun ORCID: 0000-0002-5094-5980 and Yin, Xiaoxia (2016) A fast and robust face recognition approach combining Gabor learned dictionaries and collaborative representation. International Journal of Machine Learning and Cybernetics, 7 (1). 47 - 52. ISSN 1868-8071

Yin, Xiaoxia, Hadjiloucas, S, Zhang, Yanchun ORCID: 0000-0002-5094-5980, Su, MY, Miao, Yuan and Abbott, D (2016) Pattern identification of biomedical images with time series: Contrasting THz pulse imaging with DCE-MRIs. Artificial Intelligence in Medicine, 67. 1 - 23. ISSN 0933-3657

1 April 2016

Siuly, Siuly ORCID: 0000-0003-2491-0546, Yin, Xiaoxia, Hadjiloucas, S and Zhang, Yanchun ORCID: 0000-0002-5094-5980 (2016) Classification of THz pulse signals using two-dimensional cross-correlation feature extraction and non-linear classifiers. Computer Methods and Programs in Biomedicine, 127. 64 - 82. ISSN 0169-2607

October 2016

Ulhaq, Anwaar ORCID: 0000-0002-5145-7276, Yin, Xiaoxia, He, Jing and Zhang, Yanchun ORCID: 0000-0002-5094-5980 (2016) FACE: Fully Automated Context Enhancement for night-time video sequences. Journal of Visual Communication and Image Representation, 40 (B). 682 - 693. ISSN 1047-3203

December 2016

Yin, Xiaoxia, Zhang, Yanchun ORCID: 0000-0002-5094-5980, Cao, Jie, Wu, Jian Lin and Hadjiloucas, S (2016) Exploring the complementarity of THz pulse imaging and DCE-MRIs: Toward a unified multi-channel classification and a deep learning framework. Computer Methods and Programs in Biomedicine, 137. 87 - 114. ISSN 0169-2607

February 2017

Pandey, Dinesh, Yin, Xiaoxia, Wang, Hua ORCID: 0000-0002-8465-0996 and Zhang, Yanchun ORCID: 0000-0002-5094-5980 (2017) Accurate vessel segmentation using maximum entropy incorporating line detection and phase-preserving denoising. Computer Vision and Image Understanding, 155. 162 - 172. ISSN 1077-3142

10 March 2017

Yin, Xiaoxia, Hadjiloucas, S, Chen, Jeon-Hor, Zhang, Yanchun ORCID: 0000-0002-5094-5980, Wu, JL and Su, MY (2017) Tensor based multichannel reconstruction for breast tumours identification from DCE-MRIs. PLoS ONE, 12 (3). ISSN 1932-6203

2018

Zheng, Chuanchuan, Xia, Yong, Chen, Yuanyuan, Yin, Xiaoxia and Zhang, Yanchun ORCID: 0000-0002-5094-5980 (2018) Early Diagnosis of Alzheimer’s Disease by Ensemble Deep Learning Using FDG-PET. In: 2018 International Conference on Intelligence Science and Big Data Engineering (IScIDE 2018), 18 August - 19 August 2018, Lanzhou, China.

1 January 2018

Sun, Le ORCID: 0000-0002-4221-0327, He, Jinyuan, Yin, Xiaoxia, Zhang, Yanchun ORCID: 0000-0002-5094-5980, Chen, Jeon-Hor, Kron, Tomas and Su, Min-Ying (2018) Deep Learning based Anomaly Detection. Journal of Computers (Taiwan), 29 (6). pp. 148-157. ISSN 1991-1599

February 2018

Islam, Md. Rafiqul ORCID: 0000-0001-7209-3881, Yin, Xiaoxia, Ulhaq, Anwaar ORCID: 0000-0002-5145-7276, Zhang, Yanchun ORCID: 0000-0002-5094-5980, Wang, Hua ORCID: 0000-0002-8465-0996, Anjum, Noreen and Kron, Tomas (2018) A Survey of Graph Based Complex Brain Network Analysis Using Functional and Diffusional MRI. American Journal of Applied Sciences, 14 (12). 1186 - 1208. ISSN 1546-9239

12 June 2018

Tian, Zhihong, Cui, Yu, An, Lun, Su, Shen, Yin, Xiaoxia, Yin, Lihua and Cui, Xiang (2018) A real-time correlation of host-level events in cyber range service for smart campus. IEEE Access, 6. pp. 35355-35364. ISSN 2169-3536

July 2018

Sun, Le, He, Jinyuan, Yin, Xiaoxia, Zhang, Yanchun ORCID: 0000-0002-5094-5980, Chen, Jeon-Hor, Kron, Tomas and Su, Min-Ying (2018) An image segmentation framework for extracting tumors from breast magnetic resonance images. Journal of Innovative Optical Health Sciences, 11 (4). ISSN 1793-5458

December 2018

Pandey, Dinesh, Yin, Xiaoxia, Wang, Hua ORCID: 0000-0002-8465-0996, Su, Min-Ying, Chen, Jeon-Hor, Wu, Jian Lin and Zhang, Yanchun ORCID: 0000-0002-5094-5980 (2018) Automatic and fast segmentation of breast region-of-interest (ROI) and density in MRIs. Heliyon, 4 (12). ISSN 2405-8440

25 November 2019

Yin, Xiaoxia, Irshad, S and Zhang, Yanchun ORCID: 0000-0002-5094-5980 (2019) Classifiers fusion for improved vessel recognition with application in quantification of generalized arteriolar narrowing. Journal of Innovative Optical Health Sciences. ISSN 1793-5458

6 February 2020

Tan, Wenjun, Liu, Pan, Guo, Hui, Yang, Jinzhu, Yin, Xiaoxia and Zhang, Yanchun ORCID: 0000-0002-5094-5980 (2020) A Review of Intelligent Image Processing Method of Pulmonary CT Images. In: 2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 18 Nov 2019 - 21 Nov 2019, San Diego, USA.

Tan, Wenjun, Liu, Yao, Liu, Huangying, Yang, Jinzhu, Yin, Xiaoxia and Zhang, Yanchun ORCID: 0000-0002-5094-5980 (2020) A Segmentation Method of Lung Parenchyma from Chest CT Images Based on Dual U-Net. In: 2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 18 Nov 2019 - 21 Nov 2019, San Diego, USA.

10 April 2020

Wang, Xiancheng, Jiang, Zhangwei, Li, Wei, Zarei, Roozbeh, Huang, Guangyan, Ulhaq, Anwaar ORCID: 0000-0002-5145-7276, Yin, Xiaoxia, Zhang, Bailing, Shi, Peng ORCID: 0000-0001-8218-586X, Guo, Mengjiao and He, Jing (2020) Active contours with local and global energy based-on fuzzy clustering and maximum a posterior probability for retinal vessel detection. Concurrency and Computation: Practice and Experience, 32 (7). ISSN 1532-0626

10 November 2021

Pandey, Dinesh, Wang, Hua ORCID: 0000-0002-8465-0996, Yin, Xiaoxia, Wang, Kate ORCID: 0000-0001-5208-1090, Zhang, Yanchun ORCID: 0000-0002-5094-5980 and Shen, Jing (2021) Automatic breast lesion segmentation using continuous max-flow algorithm in phase preserved DCE-MRIs. In: 10th International Conference on Health Information Science (HIS), 25 - 28 Oct 2021, Melbourne, Australia.

20 May 2022

Pandey, Dinesh, Wang, Hua ORCID: 0000-0002-8465-0996, Yin, Xiaoxia, Wang, Kate ORCID: 0000-0001-5208-1090, Zhang, Yanchun ORCID: 0000-0002-5094-5980 and Shen, Jing (2022) Automatic breast lesion segmentation in phase preserved DCE-MRIs. Health Information Science and Systems, 10 (1). ISSN 2047-2501

21 September 2022

Zhang, Xingping, Zhang, Yanchun ORCID: 0000-0002-5094-5980, Zhang, Guijuan, Qiu, Xingting, Tan, Wenjun, Yin, Xiaoxia and Liao, Liefa (2022) Prospective clinical research of radiomics and deep learning in oncology: a translational review. Critical Reviews in Oncology Hematology, 179. ISSN 1040-8428

2023

Zhang, Xingping, Zhang, Guijuan, Qiu, Xingting, Yin, Jiao ORCID: 0000-0002-0269-2624, Tan, Wenjun, Yin, Xiaoxia, Yang, Hong, Wang, Kun and Zhang, Yanchun ORCID: 0000-0002-5094-5980 (2023) Optimizing the Size of Peritumoral Region for Assessing Non-Small Cell Lung Cancer Heterogeneity Using Radiomics. In: Health Information Science: 12th International Conference, HIS 2023, Melbourne, VIC, Australia, October 23–24, 2023, Proceedings. Li, Y, Huang, Z, Sharma, M, Chen, L and Zhou, R, eds. Lecture Notes in Computer Science, 14305 . Springer, Singapore, pp. 309-320.

24 July 2023

Zhang, Xingping, Zhang, Guijuan, Qiu, Xingting, Yin, Jiao ORCID: 0000-0002-0269-2624, Tan, Wenjun, Yin, Xiaoxia, Yang, Hong, Liao, Liefa, Wang, Hua ORCID: 0000-0002-8465-0996 and Zhang, Yanchun ORCID: 0000-0002-5094-5980 (2023) Radiomics under 2D regions, 3D regions, and peritumoral regions reveal tumor heterogeneity in non-small cell lung cancer: a multicenter study. La Radiologia Medica. ISSN 0033-8362

25 January 2024

Zhang, Xingping, Zhang, Guijuan, Qiu, Xingting, Yin, Jiao ORCID: 0000-0002-0269-2624, Tan, Wenjun, Yin, Xiaoxia, Yang, Hong, Wang, Hua ORCID: 0000-0002-8465-0996 and Zhang, Yanchun ORCID: 0000-0002-5094-5980 (2024) Exploring non-invasive precision treatment in non-small cell lung cancer patients through deep learning radiomics across imaging features and molecular phenotypes. Biomarker Research, 12. ISSN 2050-7771 (In Press)