Meet The Developers!
Position
Designed and deployed dynamic website on Heroku. Setup code for the 3d model, uploading .mat files, and using HTTP methods to connect to backend. Helped with early preprocessing.
Position
Trained and hyperparameter-tuned the model. Introduced k-cross fold validation, managed overfitting. Provided compute power. Set up virtual environments for multiple group members and mounted a central Google Drive to manage tensorflow and package version conflicts.
Position
Created and set up the GitHub pages repository for our website. Implemented a WEB3 template and tailored it to fit our project. Helped contribute to slides.
Position
Conducted research on preliminary datasets. Assisted in writing early pre-processing code and debugging of data generation of augmented data. Conducted early model training, and wrote up final report in LaTeX.
Position
Exploratory data analysis and visualization. Data preprocessing, such as tumor isolation and image augmentation to prevent overfitting. Sourced high-quality, high-resolution MRI images. Configured model layers from scratch and evaluated results.
Position
Brought robust background knowledge about the neurobiology aspect and the project’s medical impact. Conducted thorough research on tumors, classification, and datasets, along with other necessary technical information. Contributed to the slideshow and final re- port, and assisted with preprocessing the dataset and training the model.
Position
Helped with early data exploration and extracted negative tumor images from a separate dataset. Also assisted in technical research, writing up the final report and creating the presentation slides.