SMART Bun-Yo-Matic CT

by Disior (now part of Paragon28 Inc.)  · Based in Finland → — Revolutionizing preoperative planning and correction for Hallux Valgus.
Orthopedics Radiology

Contact for pricing
Regulatory Status Disclosed

Overview

SMART Bun-Yo-Matic CT (developed by Disior Ltd., a subsidiary of Paragon 28, Inc.) is an AI-driven, cloud-based medical image processing software designed for preoperative planning and diagnosis of foot and ankle deformities, specifically hallux valgus (bunions).

The software is built for orthopaedic surgeons, podiatrists, and radiologists operating in hospital and clinical environments. It processes three-dimensional Computed Tomography (CT) imaging data to generate precise anatomical measurements and patient-specific surgical plans.

Workflow Integration & Capabilities:

  • Cloud-Based Portal: Operating as a web application, the software integrates directly into the SMART28 Case Management Portal, allowing clinicians to upload DICOM-compliant CT scans from any compatible web browser without dedicated hardware.
  • Automated 3D Analysis: The system utilizes automated image analysis to calculate precise joint angles and rotational parameters, moving beyond traditional 2D slice evaluations to assess deformities in three dimensions.
  • Surgical Planning: Clinicians can review automated measurements, adjust planning values, and generate tailored surgical plans. The software is specifically designed to provide parameters compatible with the Paragon 28 Bun-Yo-Matic Lapidus Clamp System.
  • Secure Case Management: Features a secure interface for downloading case reports, tracking patient-specific plans, and collaborating on surgical cases.

Reviewed by Pouyan Golshani, MD — Interventional Radiologist

Key Features

  • Upload X-ray or WBCT to generate a 3D patient-specific case report in under 10 minutes.
  • Powerful 3D Preoperative Planning.
  • Allows for 3D Analysis From 2D X-Rays.
  • Enhances the Ability to Assess the 1st TMT Joint.
  • Identifies the Recommended Correction for Hallux Valgus.
  • Detects the Presence of Abnormal Anatomy.
  • Automated analytics of radiographic angles, measurements, and reference points.
  • Virtual planning of treatments in 3D with live bone alignment measures.
  • Fast and accurate analysis (ICC > 0.96) under 5 minutes.

Use Cases

  • Diagnosis of orthopedic healthcare conditions of the foot and ankle.
  • Preoperative planning for Hallux Valgus (bunions) correction.
  • Assessment of treatment outcomes.
  • Patient-specific implant creation (general Disior capability).
  • Analyzing trauma and malformations in the foot and ankle.
  • Enhanced visualization for patient education and understanding of planned procedures.

What Physicians Need to Know

DICOM Support & Standards
The SMART28 portal facilitates the submission of patient imaging, and the underlying Disior analytics software, foundational to SMART28, supports easy and safe transfers of DICOM and 3D data, with optimal analysis from primary axial DICOM series.
PACS Integration Method
Patient imaging is submitted via the SMART28 Case Management Portal. While direct PACS integration details are not specified, the system is designed for seamless data transfer of DICOM and 3D data for preoperative planning.
Reading Room Workflow Impact
This tool primarily impacts the *surgical planning workflow* for bunion correction, not diagnostic reading room workflow. It enables surgeons to generate customized 3D preoperative plans efficiently.
AI Model Architecture (deep learning approach)
The system leverages AI-driven algorithms, statistical shape modeling, patient-specific algorithms, and 3D modeling to create tailored surgical plans. The Disior analytics software provides automated analysis.
Processing Speed (per study)
SMART Bun-Yo-Matic can generate a 3D patient-specific case report for bunion correction in under ten minutes. The Disior analytics software can analyze CT or CBCT scans in 3-4 minutes.
Supported Modalities (CT/MRI/X-ray/US)
The system supports input from weight-bearing X-rays and weight-bearing CT (WBCT) scans. It also utilizes CT and Cone Beam CT (CBCT) imaging data.
Physician Tip

For orthopedic surgeons, SMART Bun-Yo-Matic offers a powerful tool for preoperative planning of bunion correction, enabling rapid generation of patient-specific 3D surgical plans from X-rays or WBCT scans. Leverage its AI-driven algorithms to identify optimal corrections and detect abnormal anatomy, and utilize the real-time adjustment capabilities to refine plans. This system enhances visualization and reproducibility when paired with the Bun-Yo-Matic Lapidus Clamp, streamlining the planning phase and potentially improving surgical outcomes.

SMART Bun-Yo-Matic is a key module within Paragon 28's SMART28 Case Management Portal, an ecosystem designed to improve foot and ankle treatments through AI and data analytics. It integrates by accepting DICOM imaging data from weight-bearing X-rays and CT scans, allowing for seamless transfer and processing within the portal for surgical planning.

Details

Category Radiology & Imaging AI, Surgical AI
Pricing Contact for pricing — Not publicly disclosed; enterprise-level software.
DeploymentSoftware, inputs DICOM from CT/WBCT scans; likely cloud-based or on-premise for hospital/clinic environments.
Compliance
BAA AvailableUnknown AI-estimated
HIPAA CompliantUnknown AI-estimated
FDA Status Yes AI-estimated

SMART Bun-Yo-Matic CT software received FDA 510(k) clearance (K240642) on June 20, 2024. It is intended for orthopedic healthcare professionals to assist in the characterization of anatomical structures of the foot and ankle using three-dimensional mathematical modeling and radiographic measurements from WBCT devices for diagnostic and treatment planning purposes.

Integrations
EHR Not specified
Specialties Orthopedics, Radiology

What the Web Says

The SMART Bun-Yo-Matic CT is a software system developed by Paragon 28 that utilizes AI and 3D modeling for preoperative planning of bunion (hallux valgus) correction surgery. It allows surgeons to upload X-ray or weight-bearing CT (WBCT) scans to generate a patient-specific 3D case report within minutes, aiding in diagnosis and surgical planning. The system is designed to improve precision and outcomes in hallux valgus surgery by providing detailed anatomical analysis, identifying recommended corrections, and allowing real-time adjustments to the surgical plan.

Overall: Positive

Strengths

  • Generates 3D patient-specific case reports from X-rays or WBCT in under 10 minutes.
  • Enables powerful 3D preoperative planning for hallux valgus correction.
  • Allows for 3D analysis even from 2D X-ray images.
  • Enhances the ability to assess the first TMT joint.
  • Identifies recommended correction for hallux valgus, including IMA and metatarsal de-rotation.
  • Detects the presence of abnormal anatomy.
  • Integrates with the Bun-Yo-Matic Lapidus Clamp for precise intraoperative execution and reproducibility.
  • Aids in restoring three-dimensional alignment of the foot.

Limitations

  • Potential for measurement or segmentation errors in cases with co-occurring conditions like osteoarthritis causing deformation of the 1st metatarsal head or severe medial displacement of sesamoids.
  • Limited publicly available physician reviews outside of company-sponsored statements.
  • No independent tech reviewer, Reddit, G2, or Capterra reviews found.
  • The FDA clearance (K240642) is for automated radiological image processing software, not specifically for a surgical device.

Based on reviews from: Paragon 28, Orthopedic Design & Technology (ODT), Business Wire, Ortho Spine News, Medical Device Network, Innolitics (FDA 510(k) listings and AI/ML SaMD Ground Truthing guide), PubMed Central (Machine Learning-Enabled Medical Devices Authorized by the US Food Food and Drug Administration in 2024)

Last updated: 2026-07-18

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Press & Coverage

FDA
SMART Bun-Yo-Matic CT FDA 510(k) Clearance
The FDA granted 510(k) clearance to SMART Bun-Yo-Matic CT software on June 20, 2024, for use by orthopedic healthcare professionals in diagnosis and surgical planning for foot and ankle conditions using CT images.
2024-06
Paragon 28 Investor Relations
Paragon 28, Inc. Announces Second Quarter 2024 Financial Results
Paragon 28's Q2 2024 financial results press release mentions the SMART Bun-Yo-Matic CT or X-Ray program as part of their Smart 28 ecosystem, highlighting its AI-enabled algorithms for surgical planning.
2024-08
MedTech Dive
The number of AI medical devices has spiked in the past decade
This article from October 2024 lists SMART Bun-Yo-Matic CT by Paragon 28 as an FDA-authorized AI medical device for automated radiological image processing software, cleared on June 14, 2024.
2024-10
MDPI (Electronics Journal)
Machine Learning-Enabled Medical Devices Authorized by the US Food and Drug Administration in 2024: Regulatory Characteristics, Predicate Lineage, and Transparency Reporting
A December 2025 publication analyzes machine learning-enabled medical devices authorized by the FDA in 2024, including SMART Bun-Yo-Matic CT (K240642), noting its 510(k) pathway and machine learning capabilities for chest CT image reconstruction.
2025-12
X-ray Interpreter
SMART PCFD | FDA Radiology AI Device - X-ray Interpreter
This entry lists SMART Bun-Yo-Matic CT with a 510(k) clearance in 2024, alongside other related products like Bonelogic and SMART PCFD, which also received FDA clearances.
2024
Innolitics
Definitive Guide to AI/ML SaMD Ground Truthing
This September 2025 article discusses ground truth methodologies for AI/ML SaMD, referencing SMART Bun-Yo-Matic CT by Disior Ltd. and its approach to establishing ground truth based on expert consensus for DICOM series.
2025-09

Videos

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Frequently Asked Questions

SMART Bun-Yo-Matic CT is designed to streamline preoperative planning for foot and ankle orthopedic conditions, particularly hallux valgus (bunions), by automatically segmenting bones from CT images and generating 3D models and measurements. Surgeons can upload weight-bearing X-rays or CT scans to receive a patient-specific case report and surgical plan within minutes, which can then be adjusted in real-time.
SMART Bun-Yo-Matic CT is an FDA-cleared software tool intended for orthopedic healthcare professionals for diagnosis and surgical planning using CT images of the foot and ankle. As with any healthcare AI, it must adhere to HIPAA regulations for patient data privacy, requiring robust data protection protocols, encryption, and strict access controls.
SMART Bun-Yo-Matic CT aims to revolutionize preoperative planning by providing 3D anatomical models and surgical visualizations from CT images, which can be generated in under 10 minutes, significantly reducing manual labor and potential variability. While traditional methods rely on manual measurements and 2D imaging, this AI tool offers enhanced precision and efficiency for patient-specific surgical plans.
While specific pricing for SMART Bun-Yo-Matic CT is not detailed, AI software in radiology often follows subscription-based or pay-per-use models, with costs varying based on customer needs and usage volume. Reimbursement for AI applications in radiology is a developing area, and payers may need to consider separate reimbursement for AI tools that demonstrate improved diagnostic performance and patient outcomes.
Like many AI tools, SMART Bun-Yo-Matic CT's performance relies on the quality and diversity of its training data, and potential biases can arise if datasets are not representative. It is intended as an assistive tool to augment human expertise, not replace the surgeon's critical decision-making, as human oversight remains crucial for accuracy and patient safety.

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Suggest an Edit → | Last Verified: 2026-04-18 | First Added: 2026-04-18
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