Hi. My name is Jason. I’m a fourth-year computer science major at Dartmouth College.

I’m currently a software engineering intern at DoorDash. I previously interned at Blend.


Papers

EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification Tasks
Jason Wei, Kai Zou
EMNLP-IJCNLP 2019
[Github]

Generative Image Translation for Data Augmentation in Colorectal Histopathology Images
Jerry Wei, Arief Suriawinata, Louis Vaickus, Bing Ren, Xiaoying Liu, Jason Wei, Saeed Hassanpour
NeurIPS ML4H Workshop 2019 (acceptance rate: 19/111 = 17%)
[Github]

Pathologist-level Classification of Histologic Patterns on Resected Lung Cancer Slides with Deep Neural Networks
Jason Wei, Laura Tafe, Yevgeniy Linnik, Louis Vaickus, Naofumi Tomita, Saeed Hassanpour
Scientific Reports (Nature) 2019
[Github]

Automating the Paris System for Urine Cytopathology: A Hybrid Deep Learning and Morphometric Approach
Louis Vaickus, Arief Suriawinata, Jason Wei, Xiaoying Liu
Cancer Cytopathology 2019

Automated Detection of Celiac Disease on Duodenal Biopsy Slides: A Deep Learning Approach
Jason Wei, Jerry Wei, Christopher Jackson, Bing Ren, Arief Suriawinata, Saeed Hassanpour
Journal of Pathology Informatics 2019


Deep Neural Networks for Automated Classification of Colorectal Polyps on Histopathology Slides: A Multi-Institutional Evaluation
Jason Wei, Arief Suriawinata, Louis Vaickus, Bing Ren, Xiaoying Liu, Mikhail Lisovsky, Naofumi Tomita, Behnaz Abdollahi, Adam Kim, Dale Snover, John Baron, Elizabeth Barry, Saeed Hassanpour


Find me on [Google Scholar].

Some [tips] for writing papers that I compiled.