Profile

• 👋 Hi, I’m @Tongpeng Guan.
• 👀 I’m interested in computer vision, data mining, biomedical engineering.
• 🔨 My current research is AI System.

Education

• M.S. in BeiJing, BeiJing Institute of Technnology, 2019-2022
• B.S. in BeiJing, BeiJing Institute of Technnology, 2015-2019

Projects

• Single-frame image infrared small target detection
• Deep learning model converter
• Deep learning model quantization inference engine
• Intelligent System demonstration platform
• Face detection and recognition system
• Anti-static clothing wearing detection
• Label-free cell image virtual staining
• Vital sign detection based on facial video
• Serum sodium fluctuation prediction based on ICU electronic medical records

Publications

• Diuretic Resistance Prediction and Risk Factor Analysis of Patients with Heart Failure During Hospitalization
• Serum Sodium Fluctuation Prediction among ICU Patients Using Neural Network Algorithm: Analysis of the MIMIC-IV Database
• Short-Term Prediction of Serum Sodium Level in the ICU Utilizing Interpretable Machine Learning

Skills

• AI
  • Computer Vision
  • Patten Recognition
  • Data Mining
• Programming language
  • Python
  • C, C++
  • HTML, CSS, JavaScript, SQL
• Dcoker, Linux, Git, Markdown
• Language: Chinese(Native), English(CET-6)

Awards

• 2021 China Collegiate Computing Contest - Artificial Intelligence Innovation Contest, First Prize (3/2665) & Innovation and Entrepreneurship Award (2/2665)
• 2020 “Sharing Cup” Innovation Competition of Science and Technology Resources Sharing Service, Excellence Awards (10%) × 2
• 2019 The 4th PLAGH-MIT Critical Data Conference and Datathon, First Prize (1/100)