vaguebrownfox01/pnoi-data_store

Pnoi-phone Data Collection Drive

Pnoistor

Pnoistor is a web application designed to aid data collection for the Phoi-phone project.

It serves as a centralized platform for organizing, managing, and validating the dataset of respiratory sounds recorded simultaneously from the mouth and chest, along with associated metadata.

Purpose

Pnoistor is an essential component of the Phoi-phone project, facilitating the systematic collection and management of respiratory sound data and associated metadata.

It is built to ensure a streamlined data collection pipeline for the development of an AI model aimed at predicting pulmonary function test (PFT) values using respiratory sounds recorded simultaneously from the mouth and chest.

Screenshots

Features

Pnoistor offers the following key features:

• Centralized Data Organization: Pnoistor provides a centralized platform to organize and manage the dataset of respiratory sounds recorded simultaneously from the mouth and chest. The data is uploaded and organised in cloud storage.

• Metadata Recording: The application allows the recording of subjects' metadata associated with the respiratory sound data. This metadata helps in further analysis and contextualizing the collected data.

• Data File Renaming: Pnoistor assists in automatically renaming data files to ensure consistency and ease of identification. The file nomeclature is defined in the Pnoi annotation scheme.

• Data Validation: Pnoistor aids in identifying missing data files, ensuring the completeness of the dataset and preventing data loss. Further tests are done using pnoi-anotest

• Authentication and Authorization: Only authorized project team members can access the Pnoistor web application, providing a secure environment for data collection.

• Device Compatibility: Pnoistor is designed to be accessed and used on any device, ensuring flexibility and ease of use.