Sijia Guo

Eng.D candidate

Rm 201, Med-X Research Institute
School of Biomedical Engineering
Shanghai Jiao Tong University

Email: guosijia at sjtu.edu dot cn

Biography

I am currently a Second year doctoral student in the School of Biomedical Engineering, Shanghai Jiao Tong University, supervised by Prof. Cheng-Kung Cheng. Previously, I received my MS from Northeast Normal University in 2020, and BS from Jilin Normal University in 2017, both with a specialization in computer science.

Currently, my research interests include biomechanics, machine learning and bioinformatics in orthopedic.

Selected Publications [Google Scholar]

PsyMuKB: An Integrative De Novo Variant Knowledge Base for Developmental Disorders.
Guan Ning Lin^#,*, Sijia Guo^#, Xian Tan, Weidi Wang, Wei Qian, Weichen Song, Jingru Wang, Shunying Yu, Zhen Wang, Donghong Cui^*, Han Wang^*.
Genomics, Proteomics & Bioinformatics (GPB), 2019.

Version 2 (PsyMuKB-v2) is being planned and under development!

[paper] [code]

Honors & Awards

National scholarship for Postgraduates, 2019

National scholarship for Postgraduates, 2018

Personal Skills

Web development:
Back-end: Flask, Django
Front-end: VUE, Bootstrap
Database: MongoDB, MySQL, Oracle
Others: Docker...
Data analysis and mining:
Programming: Python, R, SQL
Data Processing: data collection, preparation, and cleaning
Data Visualization: Echarts, Plotly
Data Analysis
Data Modeling: Machine learning(scikit-learn, Keras, Pytorch...)