Projects

Tools and demos I have built

2026

OSCC playground

The free form of the OSCC playground: a box drawn on a histopathology picture, classified as OSCC by three models

A small site to play with the models of my thesis on oral cancer histopathology. See what three deep learning models say about each test patch, how that adds up to the picture it was cut from, and the picture cut into a grid of tiles, each classified. Draw a box anywhere on a picture and the models classify that crop live. The models never saw these patches in training.

2026

NDB-UFES Data Organizer

The home page of the NDB-UFES Data Organizer documentation, with its summary of what the repository does

Documentation of the dataset behind my thesis on oral cancer histopathology. It rebuilds the P-NDB-UFES patches by tying every patch to the picture it was cut from, keeps related pictures and patients together, and publishes folds that do not leak between patients. Includes the data dictionary, the factsheets and how to use the folds.