Automatic Segmentation of Head and Neck Cancer using Multi-Modality Fusion
Deep learning segmentation pipeline combining CT and PET volumes for head and neck squamous cell carcinoma, with contour export compatible with RT planning systems.
Developing since 2021 · Open Source
Visualized & standardized environment for
radiomics analysis
Admin tutorial demo subtitle
Tecvico is free, open-source software for visualization, processing, segmentation, registration, fusion, and analysis of medical images — with IBSI-compliant radiomics feature extraction built in.
Capabilities
Admin Tutorial Features Title
Comprehensive tools for medical imaging research, standardized and reproducible.
Image Filtering
Standardized image filtering techniques compliant with IBSI 2.0 guidelines.
Professional Viewer
Comfortable, professional medical image viewer with multi-modality support.
Radiomics Features
Handcrafted radiomics feature generation standardized by IBSI 1.0.
Format Support
NIFTI, DICOM, NRRD, and more — comprehensive multi-format support.
Image Registration
Advanced image registration, fusion, and standardized SUV conversion.
RT Struct Support
Full RT struct support for radiation oncology workflows and research.
Gallery
See Tecvico in Action
Explore Tecvico's powerful interface, workflow builder, and multi-modal image viewer.
Our Software
Products
Explore our suite of medical imaging and radiomics tools.
Value Proposition
What Problems Does Tecvico Solve?
Accessibility
Tecvico provides a user-friendly interface and a wide range of tools, allowing researchers to perform complex data analysis without extensive technical knowledge or programming expertise.
Integrated Tools
Tecvico integrates a vast collection of tools and resources from various domains of healthcare and medical imaging research in a common, unified environment.
Flexibility
Tecvico offers flexibility in terms of tool optimization and workflow customization to match your specific research requirements.
Reproducibility
Improve usability, reusability, and reproducibility (URR) through a workflow management system that allows researchers to easily create, share, and reuse analysis pipelines.
Our Journey in the Realm of Outstanding Projects
Explore our standout projects here and immerse yourself in our journey through the world of innovation and development.
Tecvico: Shareable Radiomics Workflow Generator
A major upgrade from the original SERA platform, Tecvico delivers a visual, standardized environment for end-to-end radiomics analysis with IBSI-compliant feature extraction and reproducible workflow sharing.
Predicting TNM Stage in Head and Neck Cancer using Multi-Modality Fusion
Radiomics and deep learning fusion models trained on multi-center cohorts to predict TNM staging from pre-treatment PET/CT imaging with cross-validation.
Deep Learning Coupled with Fusion Models for Prognosis Prediction
Hybrid architecture combining handcrafted radiomics features with 3D CNN representations for overall survival prediction in oropharyngeal cancer patients.
Reliable and Robust Tensor Radiomics Features in Lung Cancer
Systematic evaluation of tensor-based radiomics features for inter-scanner reproducibility in NSCLC, establishing harmonization protocols before model training.
Multi-Center Radiomics Pipeline Audit
Standardizing PET/CT radiomics extraction across four hospital sites with IBSI 2.0 compliance review and remediation plan.
Clinical Trial Imaging Dashboard
Secure web dashboard for monitoring recruitment, imaging QC, and milestone completion across two active oncology trials.
Automated Cohort Export Pipeline
One-click export of segmented lesions and IBSI feature tables from Tecvico into downstream R analysis with full audit logging.
Radiomics Publication Figure Package
Journal-compliant figures, methods appendix, and reproducibility checklist for a multi-center head and neck radiomics paper.
Multi-Site Imaging Harmonization Study
Batch effect assessment and ComBat harmonization strategy across three hospital PET/CT scanner vendors before radiomics model training.
Experience Leading Radiomics Research Worldwide
Trusted by oncology imaging researchers at leading academic medical centers. Tecvico accelerates discovery while maintaining the reproducibility standards required for peer-reviewed quantitative imaging biomarker research.
IBSI-Compliant Pipelines
Every preprocessing filter and radiomics extractor validated against Image Biomarker Standardization Initiative reference implementations.
Multi-Center Trial Support
Harmonize SUV conversion, scanner protocols, and batch effects across international clinical trial imaging sites before model training.
PET/CT & Multi-Modality Fusion
Integrated viewer and registration tools for combined modality oncology studies with RT struct overlay and quantitative SUV reporting.
Reproducible Workflows
Share executable analysis pipelines with collaborators — ensuring identical results across institutions and publication peer review.
Our Story
More to Know
Tecvico has been developing since 2021 by the Quantitative Radiomolecular Imaging and Therapy (Qurit) lab & program at the University of British Columbia & BC Cancer Research Institute, Vancouver, BC, Canada.
Learn MoreAcknowledgements
Our Supporters
Tecvico is made possible by the support of leading research institutions and organizations.
University of British Columbia
Faculty of Medicine and the Department of Integrative Oncology.
BC Cancer Research Institute
Supporting cutting-edge radiomics and medical imaging research in Vancouver, BC.