Silicosis Computer Vision Project

Southwestern University Phinma

Updated a year ago

views

downloads

Tags

Instance Segmentation

Classes (7)

Concentric fibrosis and central silicotic lesion

Dust filled macrophages

HPO Silicotic Nodule

HPO Silicotic lesion

LPO Silicotic Nodule

Silica Particles

Silicotic-Nodule

Description

Silicosis is the most common chronic occupational disease in the world and with its prevalence this AI project will aid the field of pathology to easily and accurately detect the morphologic signs and characteristics of Silicosis in a given lung tissue through the use of histologic image samples under both low and high power magnifications.

Project by Percianne Mae A. Rivera

Build Computer Vision Applications Faster with Supervision

Visualize and process your model results with our reusable computer vision tools.

Cite This Project

LICENSE

CC BY 4.0

If you use this dataset in a research paper, please cite it using the following BibTeX:

                        @misc{
                            silicosis_dataset,
                            title = { Silicosis Dataset },
                            type = { Open Source Dataset },
                            author = { Southwestern University Phinma },
                            howpublished = { \url{ https://universe.roboflow.com/southwestern-university-phinma/silicosis } },
                            url = { https://universe.roboflow.com/southwestern-university-phinma/silicosis },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2024 },
                            month = { jan },
                            note = { visited on 2024-11-16 },
                            }