MA JUN
·Scientific Research
Research Field
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(1) Deep learning / machine learning / artificial intelligence
For medical images and signal sequences acquired in the field of biomedical materials and tissue regeneration, we apply deep learning model algorithms for automated processing and analysis, such as AI reading and scoring, automated evaluation of tissue regeneration, and regenerative tissue labeling.
(2) Molecular dynamics/first principles simulation/multi-scale materials science simulation
Simulation of biological processes at multiple scales based on Newton's laws and first principles, with a focus on atomic/molecular interactions, biomineralization processes (organic/inorganic interface interactions)
(3) 3D Bioprinting and Regenerative Medicine
Develop 3D printing "ink" materials for hard and soft tissues; develop 3D printing trajectory algorithms for different tissues; develop next-generation 3D bioprinting devices and supporting materials based on the Open-source development platform.
Paper Publications
MORE+- [1] Zhong, Z., J. Qin and J. Ma (2017). "Rapid synthesis of citrate-zinc substituted hydroxyapatite using the ultrasonication-microwave method." Ceramics International 43(16): 13308-13313.
- [2] Zhong, Z., J. Qin and J. Ma (2015). "Electrophoretic deposition of biomimetic zinc substituted hydroxyapatite coatings with chitosan and carbon nanotubes on titanium." Ceramics International 41(7): 8878-8884.
- [3] Zhong, Z., J. Qin and J. Ma (2015). "Cellulose acetate/hydroxyapatite/chitosan coatings for improved corrosion resistance and bioactivity." Materials Science & Engineering C-Materials for Biological Applications 49: 251-255.
- [4] Zhong, Z. and J. Ma (2017). "Fabrication, characterization, and in vitro study of zinc substituted hydroxyapatite/silk fibroin composite coatings on titanium for biomedical applications." Journal of Biomaterials Applications 32(3): 399-409.
- [5] Zhang, H., J. Tang, P. W. Zhu, J. Ma and L. C. Qin (2009). "High tensile modulus of carbon nanotube nano-fibers produced by dielectrophoresis." Chemical Physics Letters 478(4-6): 230-233.