Projects per year
Personal profile
Personal profile
Xia Huang received her bachelor degree in Physics from Beijing Normal University, master degree in Semiconductor Science from Chinese Academy of Sciences, and PhD degree in Molecular Biology and Biotechnology from the University of Sheffield working with Prof. Neil Hunter, FRS. She has worked for the world leading spectroscopy company HOIRBA and focused on spectral technology development. She then served as an Associate Researcher at SIBET, Chinese Academy of Sciences. She is now an Assistant Professor at Department of Biological Sciences, Xi’an Jiaotong-Liverpool University.
Xia Huang's research interests：
1. Combine Raman Spectroscopy and machine learning for cancer identification and drug sensitivity study.
2. Drug delivery through extracellular vesicles for precise cancer treatment
黄霞本科毕业于北京师范大学物理系，在中国科学院半导体研究所获得理学硕士学位，后在英国谢菲尔德大学师从Neil. Hunter院士获得分子生物学与生物技术博士学位。黄霞曾就职于全球知名光谱仪公司HORIBA公司，负责多种光学光谱技术与仪器的开发和研制；以及牛津大学附属ONI公司，担任超分辨显微技术在生物成像领域的应用科学家。2019年回国就职于中国科学院苏州生物医学工程技术研究所，担任副研究员、硕士生导师。2021年加入西交利物浦大学生物科学系，任助理教授。
黄霞的研究领域包含：
1. 拉曼光谱和机器学习在肿瘤分型分级及药敏诊断方面的应用研究
2. 外泌体载药，用于肿瘤的精准治疗
Research interests
1. Combine Raman Spectroscopy and machine learning for cancer identification and drug sensitivity study.
拉曼光谱和机器学习在肿瘤分型分级及药敏诊断方面的应用研究
2. Drug delivery through extracellular vesicles for precise cancer treatment
外泌体载药，用于肿瘤的精准治疗
Experience
Assistant Professor, Department of Biological Sciences, Xian Jiaotong-Liverpool University - 2021 to Present
Associate Researcher, Suzhou Institute of Biomedical Engineering and Technology, Chinese Academy of Sciences
Application Scientist, Oxford Nanoimaging Co.,Ltd, Oxford University
Senior Optical Engineer, HORIBA Scientific Co.,Ltd
Teaching
BIO 006, Key Skills for Life Scientists
BIO 202, Advanced Biochemical Methods
BIO 403, Research Methods in Post-Genomic Biology
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Ph.D. , University of Sheffield, UK
M.Sc. , Chinese Academy of Sciences, Beijing, China
B.Sc. ,Beijing Normal University, Beijing, China
Research areas
- Raman Spectroscopy Application
- Cancer Biology
- Exosome
- machine learning
Person Types
- Staff
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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PGRS: Tumor-induced angiogenesis in a 3D co-culture microfluidic model
Huang, X. (PI)
1/03/24 → 28/02/28
Project: Internal Research Project
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Suzhou Industrial Park High Quality Innovation Platform of Functional Molecular Materials and Devices
Yang, L. (PI), Liu, C. (Team member), Lu, Q. (Team member), Papadikis, K. (Team member), Choi, H. (Team member), Lin, Y. (Team member), Xue, X. (Team member), Huang, X. (Team member), Ding, M. (Team member), Wang, X. (Team member), Zhang, Q. (Team member), JIN, X. (Team member), Matziari, M. (Team member), Ding, L. (Team member), Li, D. (Team member), Dennis, J. (Team member), Dong, Q. (Team member), 张开周 (Team member), 由冬琦 (Team member) & 郜明文 (Team member)
1/09/23 → 30/08/26
Project: Governmental Research Project
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PGRS: Energy harvesting and photovoltaic conversion properties of hybrid light-harvesting system
Huang, X. (PI)
Project: Internal Research Project
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Construction of a Yeast Mutagenesis Library and Genomic Analysis of Mutant Strains
Huang, X. (PI)
18/07/25 → 30/10/25
Project: Collaborative Research Project
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SURF：Integrating Raman Spectroscopy and Machine Learning for Disease Study
Huang, X. (PI)
30/06/25 → 29/08/25
Project: Internal Research Project
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Advances in three-dimensional bioprinting and artificial intelligence for enhanced tumor modeling: Current progress and future perspectives
Weng, J., Deng, B., Huang, X. & Xue, X., Aug 2025, In: Artificial Intelligence in Health.Research output: Contribution to journal › Review article › peer-review
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Bioinspired 3D hydrogel scaffold to mimic tumor microenvironment for investigating into the anoikis resistance mechanisms in colorectal cancer
Weng, J., Li, S., Weng, J., Wang, Y., Deng, B., Yao, M., Hao, H., Huang, X., Gan, L., Chen, B., Xue, X. & Chen, Z., Aug 2025, In: Materials Today Bio. 33, 102061.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus) -
Raman imaging uncovers Ebracteolatain A's subtype-selective metabolic reprogramming in luminal versus triple-negative breast cancer cells
Huang, X., 3 Dec 2025, In: Spectrochimica Acta - Part A: Molecular and Biomolecular Spectroscopy.Research output: Contribution to journal › Article › peer-review
Open Access -
Random splicing assisted deep learning for breast cancer cell line classification via Raman spectroscopy
Huang, X., Wan, J. & Hao, H., 30 May 2025, In: Computational and Structural Biotechnology Journal. 27Research output: Contribution to journal › Article › peer-review
2 Citations (Scopus) -
Excitation energy transfer in proteoliposomes reconstituted with LH2 and RC-LH1 complexes from Rhodobacter sphaeroides
Huang, X., Vasilev, C., Swainsbury, D. & Hunter, C. N., 29 Feb 2024, In: Bioscience Reports. 44, 2, BSR20231302.Research output: Contribution to journal › Article › peer-review
Open Access4 Citations (Scopus)
Activities
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Drug delivery through exosomes
Huang, X. (Supervisor)
1 Sept 2024 → 30 Aug 2028Activity: Supervision › PhD Supervision
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Angiogenesis in 3D microenvironment
Huang, X. (Supervisor)
15 Jun 2024 → 15 Aug 2024Activity: Supervision › Completed SURF Project
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Tumor-induced angiogenesis in a 3D co-culture microfluidic model
Huang, X. (Supervisor)
1 Mar 2024 → 28 Feb 2028Activity: Supervision › PhD Supervision
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Carotenoid synthesis manipulation for a comparison in energy transfer efficiency in Rhodobacter sphaeroides
Huang, X. (Supervisor)
1 Sept 2023 → 30 Jun 2025Activity: Supervision › Master Dissertation Supervision
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Database construction and AI design of 3D bio-printed organoids on chip
Huang, X. (Co-supervisor)
1 Sept 2023 → 30 Aug 2027Activity: Supervision › PhD Supervision