8
0
0
8
0
0
8
0
0
8
0
0
8
0
0
8
0
0
8
0
0
8
0
0
8
0
0
8
0
0
8
0
0
8
0
0

Aaron Lau

我們今天所叫做生活的，過後它便是歷史。

About Me

Aaron / 2024-04-02

Hi there. I have a master’s degree now and am seeking a Ph.D. position. My research topic is the detection of Alzheimer’s disease (AD) based on OCTA images, and I am proficient in computer-aided image analysis and application programming. I am glad to connect with you at any time.
GitHub & LinkedIn & Email: iaaronlau AT foxmail dot com.

EDUCATION

  • M.S. in Electronic and Information Engineering
    Wenzhou Medical University; — 2021-2024, GPA: 3.5/4.0
    Ningbo Institute of Materials Technology and Engineering, CAS; — 2021-2024

  • B.S. in Software Engineering
    Hebei University of Science and Technology; — 2017-2021

RESEARCH & PROJECTS

  • Regional Relation Model for EOAD/MCI Detection Based on OCTA (PolarNet+) 2023-2024
    The extension of the Polar-Net. By serializing the images into sequences in three directions and seeing the sequences as nodes to construct a graph, this work enhances the interpretability.

  • Multilevel Graph Representation Model for AD/MCI Detection (Eye-AD) 2022-2023
    Proposed a graph model using multilevel representation, which utilizes the intra- and inter-instance relationships of different features in the retinal OCTA images.

  • Clinical-Friendly OCTA-based AD Detection Model (Polar-Net) 2021-2022
    Proposed a method that follows the clinical analysis method for AD, improving the interpretability of the model. The region-based importance map provides a new AD research view. Source.

  • Three-dimensional Reconstruction System Based on Laser Radar 2020-2021
    Developed a plugin for CloudCompare to realize real-time capture for buildings using laser radar. Meanwhile, I built a hardware platform to realize wireless capture. Source.

EXPERIENCE

Master Student & Server Administrator, Intelligent Medical Imaging Team — 2021-2024

COURSEWORK
Advanced Mathematics Compilation Principle Engineering Mathematics Medical Statistics
Modern Biomedical Engineering C/C++/Python/Java Program Design Database Principles & Applications Computer Network
Linear Algebra Data Structure Operating System UNIX

SKILLS

  • IELTS Band-6.5;
  • Python & the commonly used data analyzing libraries based on it.
  • PyTorch-based deep-learning and Transformers🤗.
  • Flask/Java-based web application development.
  • The administration & utilization of the relation-entity database, such as MySQL or MariaDB.
  • Linux server administration & Essential C++/Qt application development.

AWARDS

  • The WMU fellowship of 2021-2024.
  • An excellent student of the Ningbo Institute of Materials Technology and Engineering in 2023.

PUBLICATIONS