Michael Lin

I am a third-year undergaduate at Boston College pursuing degrees in Computer Science and Mathematics. I am fortunate to work under Professor Donglai Wei in the BC Computer Vision Lab, focusing primarily on solving segmentation tasks in support of the natural sciences.”

Around campus, I have established myself as a regular at the BC Machine Intelligence Group and competed in the BC Competitive Programming Team for two years. In addition, I have served as a teaching assistant for the Biomedical Image Analysis class in the BC Computer Science department.

I currently work on vesicle segmentation in electron microscopy (EM) images, as well as help maintain documentation for the PyTorch Connectomics project. Previosuly, I collaborated with Professor Yu-Tsun Shao on the automated segmentation of merons and antimerons in EM images.

Email  /  Resume  /  Github

profile photo
Publications

Real-time Point of Interest Segmentation for Electron Microscopy Images via Machine Learning
Michael Lin, Yousra Nahas, Sergei Prokhorenko, Sujit Das, Ruijuan Xu, Harold Y. Hwang, Ramamoorthy Ramesh, David A. Muller, Yu-Tsun Shao, Donglai Wei
abstract




Projects

Pytorch Connectomics

Headed onboarding process for team of computer science undergraduates; tested and maintained docuemntation for public release

Columbia Hydra Project

Worked on segmentation of vesicles in EM images of the neurons of Hydra vulgaris


Source adapted from Jon Barron's website