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This Pre-Solicitation opportunity from Department Of Health And Human Services was posted on June 5, 2026. The submission period has ended. Browse the details below for market research, or find similar active opportunities.

MRI Annotation for Computer Vision analyses

Closed
75N98026Q00531Federal

Contract Overview

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This contract involves a project focused on using high-resolution Whole-Body MRI (WBMRI) to support a Natural History study by providing specialized diagnostic interpretation for a cohort of 200 cases involving participants with Spondyloarthritis. The primary objective is to develop a computer vision pipeline capable of detecting and quantifying inflammation in WBMRI scans. To achieve this, the contractor will generate structured image annotations necessary for training and validating deep learning models. The work will be conducted independently of the Government, requiring the contractor to supply all necessary personnel, materials, equipment, and facilities not otherwise provided by the Government. The scope encompasses management duties such as project tracking, communication, reporting, and coordination of contract activities, as well as timely updates and notifications to the Contracting Officer (CO), Contracting Officer Representative (COR), and Program Task Leader (TL). Work assignments will be issued through formal requests specifying task details and requirements. The MRI sequences to be reviewed include multiple STIR imaging sequences across various body regions, including whole body, sacrum, pelvis, spine, knees, and feet. Data recording will utilize a RedCap survey tool, and the contractor is expected to recommend modifications to requirements or timelines as necessary. The contract is a Total Small Business Set-Aside under NAICS code 541990 and is managed by the National Institutes of Health with performance expected in Maryland.

General Info

Develop deep learning pipeline using WBMRI to detect inflammation in 200 Spondyloarthritis cases.

Agency

Department Of Health And Human Services → National Institutes Of Health Olao

NAICS

541990 - All Other Professional, Scientific, and Technical ServicesView NAICS

Place of Performance

MD, 20892, USA

Set-Aside

SBA

Documents

(1)

Requirement rev2 - Statement of Work for Computer Vision Pipeline

DOCXsow

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Timeline

PhaseClosed
Posted

Presolicitation

Response Deadline

Deadline has passed

Submission Closed

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Organization & Contact Information

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AgencyDepartment Of Health And Human Services → National Institutes Of Health Olao
Contacts1 person available
OfficeBETHESDA, MD, 20892, USA
Organization / Agency
Department Of Health And Human Services → National Institutes Of Health Olao
Office AddressBETHESDA, MD, 20892, USA
Contacts

Full Description

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his project utilizes high-resolution Whole-Body MRI to support the Natural History study, providing specialized diagnostic interpretation for a 200-case cohort. 


                                                 Requirements



Scope of Work 


We are developing a computer vision pipeline to detect and quantify inflammation in WBMRI scans. We need structured image annotations to train and validate deep learning models. 



TECHNICAL REQUIREMENTS 


Independently and not as an agent of the Government, the Contractor shall be required to furnish all the necessary services, qualified personnel, material, equipment, and facilities, not otherwise provided by the Government, as needed to perform this Statement of Work (SOW). 



Work will be issued via request from the Contracting Officer (CO). Each request will provide the specific details and requirements necessary for completion of the work. The Contracting Officer Representative (COR) and the Program Task Leader (TL) will determine the tasks with the CO. 



  1. MANAGEMENT AND ADMINISTRATION 


The Contractor shall: 


  • Provide overall project management and communications, tracking, monitoring, and reporting on project status and progress.  

  • Utilize provided RedCap survey to record data. 

  • Provide integration and coordination of all contract activities. 

  • Recommend modifications to project requirements and timelines. 

  • Notify the COR and CO of any problems encountered in completing the work within a request. 

  • Provide status updates at a minimum of monthly intervals to review the status of approved projects and to discuss any matters relevant to the scientific (with COR and TL) and financial administration (with COR and CO) of the contract and future activities. 


  1. TASKS 


Data Description 


  • Population: Study participants with Spondyloarthritis 

  • Modality: Whole-body MRI 

  • Sequences for review: 

  • Coronal STIR Whole Body 

  • Oblique Coronal STIR Sacrum 

  • Axial STIR Whole Pelvis 

  • Sagittal STIR Cervical, Thoracic, and Lumbar Spine 

  • Sagittal STIR Right Knee / Sagittal STIR Left Knee 


  • Sagittal STIR Right Foot / Sagittal STIR Left Foot