Work History
Education
Skills
Timeline
Generic

Lingyun Ding

North Melbourne,Vic

Work History

Graduation Thesis

Shanghai Jiaotong University
Shanghai
  • Title: A Machine learning model for prediction of electrode position in deep brain stimulation of treating Parkinson's disease
  • Model: 3D U-net model, SVR model, MLP model
  • Dataset: 3D magnetic resonance (MR) images, surgical planning information

Computer Vision Project

Shanghai Jiaotong University
Shanghai
  • Project: A model that can extract tennis, player position, and speed through videos
  • Methods: a variety of traditional image processing methods, machine learning model based on Frame differencing, yolo model
  • Dataset: official edited videos and self-shot videos from various angles

Other Small Projects

Shanghai Jiaotong University
Shanghai
  • Model for diagnosing patients with atrial fibrillation(Deep learning)
  • Model to automatically play the Pac-Man game(Deep learning)
  • Model to automatically play checkers(Reinforcement learning)

Education

Bachelor of Science - Biomedical Engineering

Shanghai Jiaotong University
Shanghai/China
07-2022

Skills

  • Proficient in using Python and R
  • Data processing and analysis of Biomedical Statistics, Nonlinear regression
  • Experience in training deep learning models and data preprocessing

Timeline

Graduation Thesis

Shanghai Jiaotong University

Computer Vision Project

Shanghai Jiaotong University

Other Small Projects

Shanghai Jiaotong University

Bachelor of Science - Biomedical Engineering

Shanghai Jiaotong University

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Lingyun Ding