cv
This is a description of the page.
Basics
| Name | Yuan Yuan |
| Label | PhD candidate |
| yyua9990@uni.sydney.edu.au | |
| Url | https://yuanyuan29.github.io/ |
| Summary | I am a PhD Candidate under the supervision of Prof. [Jinman Kim](https://www.sydney.edu.au/engineering/about/our-people/academic-staff/jinman-kim.html), Dr. [Euijoon (Osmond) Ahn](https://portfolio.jcu.edu.au/Researchers/euijoon.ahn), Prof. [Mohamed Khadra](https://www.sydney.edu.au/medicine-health/about/our-people/academic-staff/mohamed.khadra.html) and Prof. [(David) Dagan Feng](https://www.sydney.edu.au/medicine-health/about/our-people/academic-staff/mohamed.khadra.html) at [the Biomedical Data Analysis and Visualisation (BDAV) Lab](https://github.com/bdavsydney), School of Computer Science, [The University of Sydney](https://www.sydney.edu.au/). Prior to this, I received my B. Eng degree from [Northwestern Polytechnical University](https://en.nwpu.edu.cn/), China, 2019. My research focuses on developing advanced deep learning models for multimodal medical image analysis, aiming to enhance image segmentation, detection, and classification, ultimately benefiting cancer diagnosis and prognosis. |
Volunteer
Education
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2020 - 2025 Camperdown NSW, Australia
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2015.09 - 2019.06 Xi'an, China
Bachelor student
Northwestern Polytechnical University, China
Information Engineering
- Information Engineering
Awards
- 2020.2024
- 2018
- 2016.2018
Scholarship of Outstanding Student
Ministry of Education of the People's Republic of China
2021-2022.'
Publications
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2025 Comparing and Combining Artificial Intelligence and Spectral/Statistical Approaches for Elevating Prostate Cancer Assessment in a Biparametric MRI: A Pilot Study
Diagostics
Rulon Mayer, Yuan Yuan, Jayaram Udupa, Baris Turkbey, Peter Choyke, Dong Han, Haibo Lin and Charles B. Simone II
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2024.06.11 Artificial intelligence and radiologists in prostate cancer detection on MRI (PI-CAI): an international, paired, non-inferiority, confirmatory study
The Lancet Oncology
Anindo Saha, MSc,* Joeran S Bosma, MSc,* Jasper J Twilt, MSc,* Prof Bram van Ginneken, PhD Prof Anders Bjartell, MD, ... Yuan Yuan, ...
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2023.07.24 SSPT-bpMRI: A Self-supervised Pre-training Scheme for Improving Prostate Cancer Detection and Diagnosis in Bi-parametric MRI
2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)
Yuan Yuan, Euijoon Ahn, Dagan Feng, Mohamad Khadra, Jinman Kim.
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2023.06.02 Preoperative prediction of microvascular invasion and perineural invasion in pancreatic ductal adenocarcinoma with 18F-FDG PET/CT radiomics analysis
Clinical Radiology
C Jiang, Y Yuan, B Gu, E Ahn, J Kim, D Feng, Q Huang, S Song.
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2022.12.12 Z-SSMNet: Zonal-aware Self-supervised Mesh Network for Prostate Cancer Detection and Diagnosis with Bi-parametric MRI
Computerized Medical Imaging and Graphics
Yuan Yuan, Euijoon Ahn, Dagan Feng, Mohamad Khadra, Jinman Kim.
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2022.04.04 Improving Breast Tumor Segmentation in PET via Attentive Transformation Based Normalization
IEEE Journal of Biomedical and Health Informatics
Xiaoya Qiao, Chunjuan Jiang, Panli Li, Yuan Yuan, Qinglong Zeng, Lei Bi, Shaoli Song, Jinman Kim, David Dagan Feng, Qiu Huang.
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2022 Prostate Imaging: Cancer AI (PI-CAI) Challenge 2022 Z-SSMNet: A Zonal-aware Self-Supervised Mesh Network for Prostate Cancer Detection and Diagnosis in bpMRI
Cancer AI (PI-CAI) Challenge 2022
Yuan Yuan, Euijoon Ahn, Dagan Feng, Mohamad Khadra and Jinman Kim.
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2019.06.12 Deep intrinsic image decomposition using joint parallel learning
Springer International Publishing
Yuan Yuan, Bin Sheng, Ping Li, Lei Bi, Jinman Kim & Enhua Wu.
Skills
| Medical image analysis | |
| Machine learning | |
| Deep learning | |
| Image fusion | |
| Classification | |
| Segmentation |
Languages
| Chinese (Mandarin) | |
| Native speaker |
| English | |
| Fluent |
Interests
| Deep learning | |
| CNN | |
| Transformer |