CytoBrowser, a JavaScript and Node.js driven environment for fast and accessible collaborative online visualization, assessment, and annotation of very large microscopy images.

Analyse gigapixel images, annotated with millions of geometries, using a modern, highly-performant web interface.

Computer Vision application to diagnose diverse Cytology samples using medical imaging Data from a virtual microscope. Showcased in IH Hackshows and during the European Congress of Cytology & published it on Cytopathology Journal.

White Blood Cells detection (1st place)

This study consists of a comparative analysis of various image segmentation methods on cytological images

Cytology-Tissue correlation matcher for reports in Copath LIS.

This is an improved version of basic CBIR for cytological images based on image segmentation

Code repository for paper: "A deep learning model to triage and predict adenocarcinoma on pancreas cytology whole slide imaging"

Features extraction from nasal cell images

This is a website for visualizing the processes in the field of cytology.

Extracting & Comparing 3D Nuclear Structures from Stacked Imaging Data

End-to-end AI workflow for cervical cytology using MobileViT and Cellpose. Features automated cell segmentation, classification on SIPaKMeD, and PDF clinical reporting via FastAPI.

(WIP) PyTorch/TensorFlow powered semantic segmentation software for cytological slides

Candida albicans in cervicovaginal smear - Servikovajinal yaymada Candida albicans