WANG, Minghao's Homepage

Short Bio

I am currently a Ph.D. student at HKUST, working under the guidance of Prof. Jiguang WANG, co-advised by Prof. Hao CHEN. My research involves the application of biological foundation models, medical computer vision, and trustworthy machine learning.

Research Interest:

Biological Foundation Models: single cell foundation models, DNA / RNA / Protein foundation models
Medical Computer Vision: Medical image classification, WSI-level detection and segmentation
Trustworthy Machine Learning: Fairness and debias

News

[Jul. 2025] Our MOPCR paper was accepted by Science Advances. Thanks for all the support and guidance.
[May 2025] Our Ada-ABC paper was accepted by Medical Image Analysis. Thanks for all the support and guidance.
[Oct. 2024] Our healthcare foundation model review was accepted by IEEE Reviews in Biomedical Engineering. Thanks for all the support and guidance.
[Aug. 2023] I joined WangLab @ HKUST as a Ph.D. student. Start my long journey.
[Jul. 2023] I received my Master's Diploma at HKUST!
[Apr. 2023] I received a fully-funded Ph.D. offer at HKUST from Prof. Jiguang WANG!
[Mar. 2023] I was awarded the Excellent Student Scholarship for MSc BDT Program in AY2022/23!
[Jul. 2023] I joined SmartLab @ HKUST as an intern.

Awards

HKUST Postgraduate Scholarship, 18 790 HKD monthly, 2023 - present
The Excellent Student Scholarship for MSc BDT Program, 10 000 HKD, 2023
Huawei Scholarship, 5 000 CNY, 2021
Lenovo Research Scholarship, 5 000 CNY, 2021

Publications [ Google Scholar ]

Sci. Adv.

Multiomic Integration Reveals Subtype-specific Predictors of Neoadjuvant Treatment Response in Breast Cancer

Zongchao Mo*, Mei Yang*, Zhihan Zhu*, Minghao Wang*, Haoyu Wang, Zhanye Zhang, Shanshan Lyu, Fangping Xu, Haixia Shang, Huan Lin, Zeyan Xu, Suyun Li, Xiaobo Chen, Kun Wang, Changhong Liang, Jiguang Wang, Zaiyi Liu

PDF BibTex
Science Advances

RBME

Foundation Model for Advancing Healthcare Challenges, Opportunities, and Future Directions

Yuting He, Fuxiang Huang, Xinrui Jiang, Yuxiang Nie, Minghao Wang, Jiguang Wang, Hao Chen

PDF Project Page BibTex Zhihu (Chinese)
IEEE Reviews in Biomedical Engineering
I'm mainly responsible for the biological foundation model part.

MedIA

Mitigating medical dataset bias by learning adaptive agreement from a biased council

Luyang Luo, Xin Huang, Minghao Wang, Zhuoyue Wan, Wanteng Ma, Hao Chen

PDF BibTex
Medical Image Analysis
This work was done during my intern @ smartlab.

Service

24 Spring HKUST Teaching Assistant: BIEN 3320 / LIFS 4320 Data Science for Biology and Medicine.

24 Fall HKUST Teaching Assistant: BEHI 5001 Data Science in Bioengineering.

Contact

Address: Clear Water Bay, HKUST, Hong Kong SAR
Office Location: Rm 4573 (via lift 27/28)
Email: me [AT] bmwang [DOT] cn

Minghao WANG | Last Update in Aug 2024