Radiomics & Quantitative Biomarkers

Training Overview

Radiomics & Quantitative Biomarkers Training is an advanced, simulation-based educational program designed for radiologists, imaging scientists, and data analysts aiming to integrate quantitative imaging and radiomics into clinical and research practice. This two-day course provides an in-depth understanding of image-based feature extraction, quantitative biomarker development, and AI-assisted analytics for precision medicine.

The program begins with comprehensive sessions on radiomics fundamentals, including image standardization, segmentation methods, and feature extraction from MRI, CT, and PET modalities. Participants gain hands-on experience with simulation platforms that replicate the end-to-end radiomics workflow—from image preprocessing and feature computation to model validation and clinical interpretation.

Through guided case studies and practical exercises, attendees will explore applications of radiomics in oncology, neurology, and cardiovascular imaging. Emphasis is placed on reproducibility, harmonization standards, and integrating radiomic biomarkers with genomics and clinical data to enhance predictive modeling.

Participants will engage in interactive workshops using anonymized datasets to identify imaging phenotypes, develop predictive algorithms, and assess their clinical utility. Expert faculty provide insights on AI-driven quantitative analysis, regulatory aspects of biomarker validation, and translation of radiomics into routine clinical workflows.

By the end of the course, attendees will be equipped with the computational, analytical, and interpretive skills needed to design, implement, and evaluate radiomics pipelines that support personalized, data-driven healthcare.

Target Audience

• Radiologists and Neuroradiologists

• Imaging Scientists

• Biomedical Engineers

• Data Scientists in Medical Imaging

• Clinical Researchers in Oncology and Neurology

• AI & Machine Learning Specialists in Healthcare

Training Specifics

Training Name: Radiomics & Quantitative Biomarkers Training

Duration: 2 full days

Language: English

Simulation Lab: Image preprocessing, feature extraction, and AI-based biomarker analysis using radiomics software tools

Assessment Type: Quiz

Certificate: Certificate of Completion & CME Credits

Venue: ADN CoE Training, Research Center & Core Lab

Additional Benefits

• Hands-On Simulation: Gain practical experience with radiomics workflow—from image segmentation to predictive model generation.

• AI Integration: Learn machine learning and deep learning methods for radiomic feature selection and outcome prediction.

• Quantitative Imaging Practice: Work on real-world datasets to identify and validate imaging biomarkers.

• Faculty Interaction: Collaborate directly with experts in radiomics, AI, and quantitative imaging research.

• Clinical Translation: Understand how to apply radiomic biomarkers in oncology, neurology, and cardiovascular practice.

• Professional Recognition: Receive certification demonstrating advanced competency in radiomics and quantitative imaging analysis.

• Networking Opportunities: Connect with peers and leaders in imaging data science and translational radiology.

Key Benefits

• Comprehensive understanding of radiomics and quantitative biomarker development.

• Hands-on experience in image analysis, feature extraction, and model validation.

• Mastery of AI-based tools for quantitative imaging research.

• Enhanced ability to integrate imaging biomarkers into clinical decision-making.

• Strengthened collaboration between radiology, data science, and computational medicine.

• Improved analytical precision through immersive, simulation-based training.

Ethical and Educational Standards

All ADN CoE training programs are designed in compliance with ethical, animal-free, and environmentally responsible education policies, ensuring clinical excellence and sustainability. For inquiries regarding accreditation or ethical compliance, contact trainings@adncoe.com.

Logistics and Additional Information

Transfer Services

Participants using ADN CoE accommodation and transfer options should adhere to the scheduled pick-up and drop-off times, which were shared before the training.

International Participants

Ensure your passport and visa are valid before travel. For invitation letters or official documentation, contact trainings@adncoe.com at least 4 weeks before the course start date. Information on nearby hotels, transport, and COVID-19 regulations will be provided before the event.

Attire

Business casual attire is recommended. Surgical scrubs and personal protective equipment will be provided for cadaver lab sessions. Please note: ADN CoE is a non-smoking, green-certified facility.

Health & Safety

Our venues comply with the highest safety and hygiene standards. Participants will receive orientation on fire, emergency, and biosafety protocols.

Transfer of Registration

Participants may transfer their registration to another individual from the same institution with prior written approval from ADN CoE, provided the request is made at least 10 days before the course start date.

Course Postponement or Cancellation

ADN CoE reserves the right to postpone or cancel the course due to unforeseen circumstances.

In case of cancellation by ADN CoE, participants will receive a full refund or the option to transfer to a future course date.

Non-Transferable Fees

Payment made for the course is non-transferable to other courses or services unless otherwise approved by ADN CoE.

Faculty Disclosure and Conflict of Interest 

All faculty members and proctors involved in this training disclose any financial or commercial interests. We maintain a strict policy of no conflict of interest with device companies, sponsors, or participants, ensuring unbiased and independent education.

Content Independence 

The educational content is developed based solely on the latest scientific evidence and clinical best practices. No product promotion or commercial advertising is included in our training materials.

Evaluation and Feedback 

We value your input. At the end of the course, you will be invited to complete a feedback survey and a knowledge assessment quiz. Your responses help us continually improve the training experience.

Quality Assurance 

Our training materials and curriculum are regularly reviewed and updated to reflect the most current research and technological advances in the field.

Sponsorship Transparency 

Any sponsorship or funding received for this course is disclosed upfront. We ensure that sponsors do not influence the content or delivery of the training.

Data Protection and Patient Confidentiality 

We strictly protect the privacy of all participants and uphold the highest standards of confidentiality regarding patient information shared during the training, in accordance with applicable data protection laws.

Accessibility and Inclusiveness 

We strive to make our training accessible to all participants. Language support and accommodations for disabilities are available upon request to ensure an inclusive learning environment.

If you have any questions about these policies or require assistance, please contact us at trainings@adncoe.com.

Please note that our trainings are specialized procedural trainings provided by ADN CoE. They are independent of any other training offered by relevant device companies.