Tecvico

Radiomics Features

IBSI 1.0 compliant handcrafted radiomic feature extraction

Radiomics Features

About Radiomics Features

Tecvico provides comprehensive handcrafted radiomic feature extraction fully standardized by the Image Biomarker Standardization Initiative (IBSI 1.0). Features are computed from segmented regions of interest across multiple image modalities, enabling reproducible quantitative imaging biomarker research.

Feature Demo

IBSI Radiomics Feature Extraction

Demonstration of handcrafted feature extraction from segmented ROIs with full IBSI 1.0 feature class coverage.

IBSI Compliant Feature Extraction

Tecvico computes a comprehensive set of radiomic features covering all IBSI 1.0 feature classes. Features are extracted from segmented Regions of Interest (ROIs) and are fully reproducible across different platforms and institutions.

Standardization

IBSI 1.0 compliant

Feature Classes

Shape (3D & 2D), First-order Statistics, GLCM, GLRLM, GLSZM, GLDM, NGTDM

Output Formats

CSV, JSON, Excel

Reference

Zwanenburg et al. (2020), Radiology

Citations

  1. Zwanenburg A, et al. The Image Biomarker Standardization Initiative: Standardized Quantitative Radiomics for High-Throughput Image-based Phenotyping. Radiology. 2020;295(2):328-338.
  2. Salmanpour MR, Shiri I, Hosseinzadeh M, et al. Tecvico: Visualized & Standardized Environment for Radiomics Analysis. Proc. IEEE MIC, 2023.