Medical Software

Based on the data collected within Onco Place, the analytical tools of Onco Place offer statistical analyses and data processing models. Its objective is to transcend the confines of conventional data collection and to facilitate the transformation and exploration of patient cohort data.input:
output:
Features and Presentation

Radiology

Extract radiomic features (intensities, shapes, textures) from the contours of your 3D CT imaging and radiotherapy. The PyRadiomics library is employed to conduct radiomic calculations in accordance with the Image Biomarker Standardization Initiative.

AI Contouring

AI models for automatic segmentation to standardize and expedite the workflow.

Descriptive Statistics

Computes first-order statistics to provide a summary of the project’s database. This offers a comprehensive perspective and can aid in the process of quality control.

For instance,

The average duration of treatment or the number and percentage of patients receiving chemotherapy.input:
output:Histogram of Dose-Volume

Based on DICOM images and previously uploaded DICOM RT data (contours and RT dose distribution) on the Onco Place platform, the system automatically calculates (or reads) Dose-Volume Histograms (DVHs).input:
output:Dose IndicesEnables the computation of dose indices using user-defined models and previously calculated DVHs. All dose indices can be implemented as novel features in other modules.input:
output:For instance,

Dmean, DV%, VDGy, Near-min Dose, Dmax, DSC, gEUD…input:
output:Creation of Variables

Enables the definition and extraction of new features (data) from the original project database or from previously extracted or calculated features. This module also accepts calculated dose indices as input. All newly extracted features can be incorporated into other analysis modules.