LGHM is dedicated to the application and development of computational techniques, web tools and intelligent models for the study of human genetics and complex diseases.
Our datasets are listed below with their respective description. We are refactoring some of our tools and upgrading our servers. Please contact our IT support (firstname.lastname@example.org) in case you are not able to access our services.
Gastric mucosa histopathology dataset for Helicobacter pylori infection diagnosis.
The DeepHP database comprises 394,926 histopathological images, of which ~111K were labeled as Helicobacter pylori positive and ~283K remained as Helicobacter pylori-negative. Our dataset evidenced high potential and application in the computational pathology field and contributes to emerging deep learning-based applications in precision medicine filling a gap in obtaining well-annotated data for deep learning applications.
If you used our data, please cite us:
DeepHP: A New Gastric Mucosa Histopathology Dataset for Helicobacter pylori Infection Diagnosis" International Journal of Molecular Sciences 23, no. 23: 14581. https://doi.org/10.3390/ijms232314581
Wanderson Gonçalves e Gonçalves, Marcelo Henrique Paula Dos Santos, Leonardo Miranda Brito, Helber Gonzales Almeida Palheta, Fábio Manoel França Lobato, Samia Demachki, Ândrea Ribeiro-Dos-Santos, & Gilderlanio Santana de Araújo. (2023). DeepHP: A Gastric Mucosa Histopathology Image Collection for Helicobacter pylori Infection Diagnosis (Version 1) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.8117177