OncoStudio (OS-01)

by OncoSoft. Co.  · Based in South Korea →The Intelligent Partner for Radiation Oncology
Oncology Radiology

Contact for pricing
Regulatory Status Disclosed

Overview

OncoStudio (OS-01) by OncoSoft. Co. is an advanced AI-based auto-contouring software specifically designed for radiation oncology. It revolutionizes clinical workflows by transforming hours of manual organ segmentation into minutes of accurate, clinically-graded precision. The software utilizes deep-learning technology to automatically detect treatment areas and prepare organ contour samples without additional user input.

OncoStudio supports an extensive structure library, including over 160 organs at risk (OARs) and 27 clinical target volumes (CTVs), making it equipped for various contouring challenges in radiation oncology. It is compatible with global standards, supporting DICOM and HL7 FHIR for seamless integration into existing radiotherapy workflows. Recent advancements include a multimodal AI model based on a large language model (LLM) like GPT, which enhances accuracy by incorporating language-based clinical information (e.g., patient stage, disease location, surgical method) in addition to image data, enabling more precise tumor contouring.

The solution is proven in practice, having been the backbone of over 10 million contours in treatments for more than 213,000 patients. OncoSoft ensures strict protection and management of all data, holding ISO/IEC 27001 & 27701 Certification for Information Security and Privacy Management Systems.

Reviewed by Pouyan Golshani, MD — Interventional Radiologist

Key Features

  • AI Auto-Contouring for target and normal organs
  • Transforms manual segmentation into minutes
  • Clinical-grade precision and accuracy
  • Fully automatic detection and contouring
  • Extensive structure library (160+ OARs, 27 CTVs)
  • Supports DICOM and HL7 FHIR standards
  • Integration with existing radiotherapy workflows
  • Patient data management and transfer capabilities
  • Multimodal AI with LLM for enhanced tumor contouring accuracy
  • Local server deployment with planned cloud-based option

Use Cases

  • Radiation therapy planning
  • Contouring of organs at risk (OARs)
  • Contouring of clinical target volumes (CTVs)
  • Streamlining clinical workflows in radiation oncology departments
  • Enhancing team productivity in radiotherapy
  • Facilitating personalized precision radiotherapy

What Physicians Need to Know

Key Capabilities
AI-powered auto-contouring for radiation oncology, transforming manual organ segmentation into minutes with clinical-grade precision. It generates consistent contours with expert-level accuracy, completing key organ contours within an average of 1 minute per case. The system is fully automatic, detecting treatment areas and preparing organ contour samples without user input. It features an extensive library of over 160 OARs and 27 CTVs across Head & Neck, Thorax, Abdomen, and Pelvis, with plans to expand to over 300 structures by 2025, including support for CBCT and MVCT imaging. OncoStudio also offers systematic patient data management for importing external data and facilitating data transfer.
Clinical Utility
Significantly enhances team productivity and reduces contouring time (e.g., head and neck cancer OAR contouring reduced from hours to 5 minutes), leading to faster and more efficient patient care. It aids in achieving personalized precision radiotherapy by accurately separating tumors and normal tissues for safe treatment plans. OncoStudio has been proven in practice with over 10 million contours in treatments for 213,000 patients. Clinical studies demonstrate high geometric accuracy for prostate cancer treatment planning and superior performance compared to other AI tools in various anatomical regions.
Integration Options
Designed to integrate seamlessly within existing workflows, compatible with commercially available hardware and software. It adheres to global standards such as DICOM and HL7 FHIR, utilizing DICOM transfer for interoperability. While currently operating on local servers, a cloud-based product is planned for 2026. Interfacing with external beam radiation therapy planning systems (TPS) is also being implemented.
Compliance Status
OncoStudio (OS-01) has received FDA 510(k) premarket notification as a Class II medical device (21 CFR 892.2050, Product Code: QKB). It complies with the UDI Rule, labeling regulations (21 CFR Part 801), medical device reporting (21 CFR Part 803), and good manufacturing practice requirements (21 CFR Part 820). The product is also MFDS Certified, KFDA, and EN ISO 13485:2016 compliant.
Pricing Model
Specific pricing model details (e.g., subscription, perpetual license) are not publicly available in the provided search results. However, the company mentions establishing a request and approval process for spend accountability, indicating a commercial product with associated costs.
User Experience
Features an intuitive and user-friendly interface with responsive UI design that adapts to screen changes. It allows for easy manual operations and quick adjustments with minimal mouse movement. The software is customizable to meet specific hospital needs, contributing to positive customer feedback regarding its ease of use and automation.
Support Quality
Oncosoft provides 24/7 expertise through its Oncosoft Center for technical, physics, and clinical issues. The company is committed to continuous product improvement based on feedback from clinical experts and users, offering tailored solutions. They actively utilize quality management tools to enhance software stability and test coverage.
Implementation Complexity
Currently, OncoStudio operates on local servers within institutions. While the underlying architecture is robust, built with C++ and Qt and integrating with open-source libraries, the company's commitment to tailored solutions may involve some customization during implementation. The planned introduction of a cloud-based product in 2026 could simplify future deployments.
Evidence Base
Supported by extensive real-world usage with over 10 million contours for 213,000 patients. Clinical studies, such as a geometric accuracy assessment for prostate cancer treatment planning, demonstrate high-quality contours. Comparative analyses show OncoStudio's superior performance against other AI tools in various anatomical regions. The company collaborates with clinical experts and research teams, including Yonsei Cancer Hospital, and provides access to publications and oncology articles.
Physician Tip

OncoStudio (OS-01) offers significant time savings and precision in radiation therapy planning through its AI-powered auto-contouring. Physicians should leverage its extensive organ library and customizable segmentation to streamline workflows and enhance treatment plan quality. The ability to quickly review and make minor manual adjustments ensures physician oversight while maximizing efficiency. Consider its proven accuracy in various anatomical sites, especially for complex cases, to support personalized precision radiotherapy. Keep an eye on the planned cloud-based version for potentially easier future deployment and access.

OncoStudio (OS-01) is designed for broad compatibility within existing oncology workflows, adhering to DICOM and HL7 FHIR standards for seamless data exchange. It integrates with commercially available hardware and software, and future developments include enhanced interfacing with external beam radiation therapy planning systems (TPS). While currently a local server-based solution, the upcoming cloud-based offering in 2026 will provide more flexible integration possibilities.

Details

Category Oncology AI
Pricing Contact for pricing
DeploymentOn-premise (local servers), cloud-based version planned for 2026.
Compliance
BAA AvailableUnknown AI-estimated
HIPAA CompliantUnknown AI-estimated
FDA Status 1 AI-estimated

OncoStudio obtained 510(k) clearance from the U.S. Food and Drug Administration (FDA) on February 28, 2025 (K242994). It is a standalone software providing deep-learning-based automatic contouring to organs at risk in DICOM-RT format from CT images for radiation oncology treatment planning.

Integrations
EHR Not specified
Specialties Oncology, Radiology

What the Web Says

OncoStudio (OS-01) is a standalone software developed by OncoSoft Co., Ltd. that provides deep-learning-based automatic contouring of organs at risk from CT images for radiotherapy planning. It is intended to be used by clinicians as an initial contouring tool, which then needs to be confirmed by the radiation oncology department. The device received FDA clearance (K242994) on February 24, 2025.

Overall: Mixed

Strengths

  • Deep-learning-based automatic contouring of organs at risk
  • Aids in radiotherapy planning
  • FDA-cleared (K242994)
  • Can be used as an initial contouring tool for clinicians
  • Patient management features
  • Review of processed images and file management

Limitations

  • Requires confirmation by the radiation oncology department
  • Does not automatically detect or contour lesions
  • No information available from G2, Capterra, Reddit, or tech reviewers
  • Limited public information on physician or healthcare IT reviews currently available

Based on reviews from: Radiotherapy planning radiology AI tools | Buyer shortlist, Radiotherapy planning imaging radiology AI tools | FDA-cleared directory, Search FDA-cleared listings - Radiology AI Tools Directory, Definitive Guide to AI/ML SaMD Ground Truthing - Innolitics, 2025 Year in Review: Cardiology AI/ML SaMD 510(k) Clearances - Innolitics, OncoSoft. Co., Ltd. February 24, 2025 Boram Kim RA/QA Manager 37, Myeongmul-gil, Seodaemun-gu SEOUL, 03776 KOREA, SOUTH Re: K2 - accessdata.fda.gov, Radiological Image Processing Software For Radiation Therapy QKB - FDA.report

Last updated: 2026-07-18

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Press & Coverage

RadAI Slice
OncoStudio (OS-01) | FDA Radiology AI Device - X-ray Interpreter
OncoStudio (OS-01) is a deep-learning-based software tool that automatically outlines organs at risk in CT scans for radiation oncology treatment planning. It received FDA approval on February 24, 2025, after a submission on September 26, 2024.
2025-02
Innolitics
2025 Year in Review: Cardiology AI/ML SaMD 510(k) Clearances - Innolitics
This article provides a comprehensive analysis of 2025 cardiology AI/ML clearances, mentioning OncoStudio (OS-01) from OncoSoft. Co., Ltd. as a radiology device cleared on February 24, 2025.
2026-01
accessdata.fda.gov
OncoSoft. Co., Ltd. February 24, 2025 Boram Kim RA/QA Manager 37, Myeongmul-gil, Seodaemun-gu SEOUL, 03776 KOREA, SOUTH Re: K2 - accessdata.fda.gov
This FDA 510(k) premarket notification document confirms the substantial equivalence determination for OncoStudio (OS-01) by OncoSoft. Co., Ltd., classifying it as a Class II medical image management and processing system.
2025-02
RadAI Slice
OncoStudio | FDA Radiology AI Device - X-ray Interpreter
This entry details a separate FDA approval for 'OncoStudio' (not specifically OS-01) from Oncosoft Inc., on July 2, 2026, for processing radiological images to assist in radiation therapy planning.
2026-07
RadAI Slice
OncoSoft | Radiology AI Companies - X-ray Interpreter
OncoSoft is listed as a radiology AI company with OncoStudio (OS-01) released on February 24, 2025, and regulated by the FDA.
unknown
Innolitics
Definitive Guide to AI/ML SaMD Ground Truthing - Innolitics
This article discusses ground truthing methods for AI/ML SaMD, citing OncoStudio (OS-01) as an example where ground truth segmentations were established by three radiation oncologists following international clinical guidelines.
2025-09

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Frequently Asked Questions

OncoStudio (OS-01) is designed as a standalone software that provides deep-learning-based automatic contouring of organs at risk (OARs) and clinical target volumes (CTVs) from CT images, generating DICOM-RT structure data. This data can then be loaded into external beam radiation therapy planning systems (TPS) for further treatment planning. It serves as an initial contouring step, intended for confirmation by the radiation oncology department.
OncoStudio (OS-01) has demonstrated high agreement with manual contouring, with preliminary studies suggesting no statistically significant dosimetric differences for certain organs like seminal vesicles, and dose differences typically less than 1% of the prescription. It has also shown superior accuracy in various OARs across head and neck, thoracic, abdominal, and pelvic regions compared to some other AI tools. While generally accurate, clinical judgment is still recommended for confirmation.
Preliminary studies on OncoStudio (OS-01) have noted limitations such as small sample sizes, which may affect the generalizability of statistical analyses. While differences in dose distribution were within clinically acceptable ranges, the software may sometimes include entire organs (e.g., seminal vesicles) where standard protocols define a smaller range, necessitating clinical adjustment. Therefore, manual review and potential adjustment of auto-contoured results by clinicians are crucial before clinical implementation.
OncoStudio (OS-01) is classified as a Class II medical device and has received 510(k) premarket notification clearance from the FDA. It is also MFDS Certified, KFDA, and complies with EN ISO 13485:2016 standards. As a medical device, it must adhere to FDA requirements including registration, listing, labeling, medical device reporting, and quality systems regulations.
While specific technical details were not provided in the search results, Oncosoft, the developer of OncoStudio, states that they ensure strict protection and management of all data. As a regulated medical device, OncoStudio (OS-01) is expected to comply with relevant healthcare data privacy regulations such as HIPAA in the US, which mandates safeguards for protected health information.
Yes, there are other AI-based auto-contouring solutions available, such as Protu00e9gu00e9 AI. OncoStudio (OS-01) differentiates itself by offering high-speed rendering, multiple interactions, and user-defined functions, and has shown superior accuracy in various OARs for Korean cancer patients in comparative studies. Oncosoft aims to build an all-in-one radiation therapy platform, covering the entire process from planning to report generation.
The search results do not explicitly detail the pricing model or cost associated with implementing and maintaining OncoStudio (OS-01). For specific pricing information, it would be necessary to contact Oncosoft directly for a demo and quotation.

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