Imaging Analytics

If you are an industry or academic partner seeking quantitative imaging services, partner with the CRI Imaging Analytics team to enhance your interpretation of medical images. Leverage advanced techniques and tools to support your research applications for greater insights.

General

Contact Form

Are you interested in working with the Imaging Analytics Team on your research project or have other questions for our team?

Complete a contact form

Reader

Interest Form

Are you interested in participating as a reader on an ACR study?

Complete the interest form

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Services for Improved

Insights

Banner image of an MRI scan of a set of lungs

Overview Services

Our team provides tumor response criteria evaluations to assess changes in tumor size and characteristics in response to therapies used in clinical trials. We have experience with more than 30 criteria, including RECIST, mRECIST, PERCIST, Cheson, RANO, irRC, iRECIST and Lugano. ACR® uses the Yunu software platform, a cloud-based system that streamlines the review and reporting of trial-specific results, ensuring high-quality and consistent imaging assessments across sites.

Quality Control

Timepoint exams are reviewed for read readiness before distributing for assessment and after to confirm the accuracy of applied criteria and protocol-specific requirements.

Helpdesk Support

We offer site support and guidance on the best practices of response criteria assessments.

Readers

Our readers have a wide range of experience in modalities and specialty areas including neurology, body, nuclear medicine, thoracic, cardiac, MSK, pediatric and breast imaging.

Overview Services

Our team has extensive experience designing and implementing diagnostic reader studies used to assess the performance of new diagnostic tools compared to radiologists (readers) interpreting medical images. These studies are critical for evaluating the accuracy, reliability and effectiveness of new diagnostic tools, including advanced AI-driven algorithms.

Documentation

Our team will handle all FDA documentation for your reader study, ensuring compliance, accuracy and a hassle-free approval process.

Image Preparation

We will handle all of your imaging needs for reader studies including image review and preparation, anonymization and hosting.

Readers

Our team maintains a comprehensive database of expert readers in all radiology subspecialties and will handle everything from contracting, scheduling, training and payment.

Deidentification

Removing or masking personal identifiers from DICOM images to protect patient privacy and comply with regulations to prepare image data for analysis and sharing.

Image Processing

Applying a variety of computational techniques to enhance and analyze medical images, including co-registration, multiplanar reformations.

Image Quality Assessment and Enhancement

Improving the quality of medical images through techniques such as noise reduction, contrast enhancement and artifact removal, to ensure clearer and more accurate analysis.

Segmentation and Annotations

Delineating regions of interest (ROIs) within medical images to isolate and analyze specific anatomical structures or lesions. We use this process to extract quantitative features from medical images, such as shape, texture and intensity metrics.

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Radiologist Services

Finding the right radiologist for your research or clinical needs is essential for accuracy and efficiency. We have access to highly specialized radiologists, with expertise in a range of imaging modalities, including:

MRI, CT, PET and ultrasound interpretation.
Nuclear medicine and molecular imaging.
AI-assisted and quantitative imaging.
Oncologic, neurologic, musculoskeletal and cardiothoracic radiology.

Our radiology consultants provide in-depth guidance for imaging-related research studies. Whether you need assistance designing imaging protocols, validating AI models through reader studies or interpreting complex cases, we offer:

Protocol Development — Ensuring imaging studies meet regulatory and scientific standards.
Quality Assurance and Compliance — Adhering to ACR® guidelines and best practices.
AI and Emerging Technology Assessment — Evaluating new imaging tools for clinical and research use.

With access to cutting-edge imaging analysis tools and expert radiologists, we provide:

Quantitative imaging assessments for clinical trials.
Radiomics and AI-enhanced imaging analytics.
Structured reporting for research studies.
Standardized imaging assessment for disease progression.

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Imaging CRO Services

The Imaging Analytics Team provides a comprehensive suite of services designed to enhance the analysis and interpretation of medical images, leveraging advanced techniques and tools to support research applications. The team supports analysis of computed tomography (CT), positron emission tomography (PET), magnetic resonance imaging (MRI), mammography, ultrasound and X-ray imaging.

We offer comprehensive document services such authoring imaging protocols, site imaging manuals, imaging review charters, and any other imaging-related documents necessary for ensuring compliance and consistency in clinical research. The Imaging Analytics Team adheres to FDA ICH E6(R2) Good Clinical Practice: International guidelines, providing a unified standard for designing, conducting, recording and reporting clinical studies.

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About Us

This highly curated team brings decades of combined clinical research experience across multiple imaging modalities with a focus on image analysis, data science and FDA expertise.

Janet Busey

Director

Emilie Connors

Principal Clinical Project Manager

Carley LeVan

Senior Clinical Project Manager

Danielle Cox

Senior Clinical Project Manager

Mladen Zecevic

Principal Data Analyst

Shannon Morrissey

Senior Clinical Project Manager

Dena Flamini

Principal Imaging Service Specialist

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Why

Choose Us

Customer Service

The Imaging Analytics Team focuses on meeting the needs and expectations of internal and external customers in a timely manner. We provide support and solutions to customers before, during and after they interact with our team. We focus on building positive relationships and continue to improve the experience for customers.

Process

The Imaging Analytics Team values efficiency, consistency and organization in how tasks and activities are carried out. We strive to optimize workflows, thoroughly document procedures and ensure that tasks are completed in a structured manner.

Transparency

The Imaging Analytics Team values openness, honesty and clarity in communication and decision-making processes. Our team shares information freely and we hold ourselves accountable for actions and decisions, ensuring that stakeholders have access to all relevant information.

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Frequently Asked Questions

Q: What is the mission of the Imaging Analytics Team at the ACR?

A: Our mission is to leverage advanced analytics, artificial intelligence (AI) and data science to improve patient outcomes, optimize workflows and support evidence-based decision making in radiology.

Q: Who does the Imaging Analytics Team collaborate with?

A: We collaborate with radiologists, healthcare providers, researchers, industry partners, and regulatory bodies to develop and implement innovative solutions that advance the practice of radiology.

Q: How does the team prioritize its projects?

A: Projects are prioritized based on their potential to impact patient care, align with ACR strategic goals and address critical needs in radiology, such as workflow efficiency, diagnostic accuracy and resource optimization.

Q: How is patient data protected?

A: We employ robust data security measures, including encryption, secure storage and strict access controls, to ensure patient data remains confidential and secure.

Q: Does the team share its datasets with external researchers?

A: Datasets may be shared with external researchers under specific agreements that comply with privacy and ethical standards. Requests for data access are reviewed on a case-by-case basis.

Q: What tools and platforms does the team use?

A: Collection/IQA:TRIAD, Analysis: MiM software, TeraRecon, Clear Canvas, Volpara, DICOM Viewers: NilRead, eUnity, OsiriX, Response Criteria Assessment: Yunu

Q: Are there training resources available for the tools developed by the team?

A: Yes, we provide user guides, training webinars and technical support for tools developed by our team to ensure effective implementation and use.

Q: How do I initiate work with the Imaging Analytics Team?

A: We welcome collaboration proposals and RFPs from external organizations. Interested parties can contact us through our IA form.

Q: Who do I contact if I have additional questions about working with the Imaging Analytics Team not found on the website?

Please reach out to our team via email or completing the IA form and we’ll get back to you.

Imaging Analytics

General

Contact Form

Reader

Interest Form

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Services for Improved

Insights

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Radiologist Services

Sourcing Qualified Radiologists

Consulting and Expert Review

Image Analysis and Data Interpretation

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Imaging CRO Services

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About Us

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Why

Choose Us

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Frequently Asked Questions

General Information

Q: What is the mission of the Imaging Analytics Team at the ACR?

Q: Who does the Imaging Analytics Team collaborate with?

Q: How does the team prioritize its projects?

Data and Security

Q: How is patient data protected?

Q: Does the team share its datasets with external researchers?

Tools and Platforms

Q: What tools and platforms does the team use?

Q: Are there training resources available for the tools developed by the team?

Get Involved

Q: How do I initiate work with the Imaging Analytics Team?

Q: Who do I contact if I have additional questions about working with the Imaging Analytics Team not found on the website?

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General

Contact Form

Reader

Interest Form

Services for Improved

Insights

Radiologist Services

Sourcing Qualified Radiologists

Consulting and Expert Review

Image Analysis and Data Interpretation

Imaging CRO Services

Why

Choose Us

Frequently Asked Questions

General Information

Q: What is the mission of the Imaging Analytics Team at the ACR?

Q: Who does the Imaging Analytics Team collaborate with?

Q: How does the team prioritize its projects?

Data and Security

Q: How is patient data protected?

Q: Does the team share its datasets with external researchers?

Tools and Platforms

Q: What tools and platforms does the team use?

Q: Are there training resources available for the tools developed by the team?

Get Involved

Q: How do I initiate work with the Imaging Analytics Team?

Q: Who do I contact if I have additional questions about working with the Imaging Analytics Team not found on the website?

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