Products

ART-Plan
TheraPanacea
Oncology AI
ART-Plan™ by TheraPanacea is an FDA-cleared, AI-powered software for high-precision radiotherapy, optimizing cancer treatment from preparation to follow-up with automated contouring, image fusion, and adaptive planning.

See all 1 product →

About Therapanacea SAS

Therapanacea SAS is a healthcare AI company dedicated to transforming cancer care through science-driven clinical solutions. The company, a spin-off from Paris-Saclay University, leverages advanced mathematics, deep scientific expertise, and clinical collaboration to develop AI-powered software for more efficient and precise cancer treatment. Their flagship platform, ART-Plan™, is a web-based radiotherapy planning platform that is CE-marked and FDA-cleared.

ART-Plan™ automates and standardizes radiotherapy treatment planning by utilizing deep learning-based auto-segmentation algorithms, automated multi-modal image fusion modules, and synthetic pseudo-CT generation tools. This enables radiation oncologists, medical physicists, and dosimetry specialists to accelerate organ-at-risk and lymph node contouring, track real-time target adjustments, and execute high-precision adaptive radiotherapy workflows with minimal manual modification. The platform aims to augment physician decision-making by providing insights that would be challenging for an individual to derive alone, ultimately leading to safer, more personalized treatment pathways for patients, improved workflow efficiency for hospitals, and scalable propagation of best practices for clinicians.

Focus Areas

AI-powered radiotherapy planning automatic contouring image fusion adaptive radiotherapy pseudo-CT generation AI-powered biomarker discovery cancer care neurosciences AI precision medicine

Business Intelligence

TechnologyDeep Learning, AI-based software platform, web-based solution, GPU workloads, multi-modal visualization, rigid and deformable registration

What Physicians Need to Know

AI-Powered Radiotherapy Planning (ART-Plan™)
TheraPanacea's flagship product, ART-Plan™, is an AI-driven, web-based platform for radiotherapy planning. It is CE-marked and FDA-cleared, designed to accelerate and standardize various aspects of cancer care. It automates end-to-end workflows for adaptive radiotherapy, including segmentation, treatment planning, and adaptive monitoring. ART-Plan™ is in clinical use in over 150 departments worldwide, with reported time savings of up to 90% for dosimetrists, RTTs, and radiation oncologists.
Automatic Contouring (Annotate™)
The Annotate™ module within ART-Plan™ provides zero-click, automatic delineation of over 200 organs-at-risk (OARs) and lymph nodes on both CT and MR images. This automation can achieve the same accuracy as clinical experts in minutes, reducing manual contouring tasks by up to 93%. It supports various anatomies including head and neck, thorax/breast, abdomen, male and female pelvis, and brain.
Image Fusion (SmartFuse™)
SmartFuse™ is an AI-powered software for high-precision rigid and elastic image fusion, including 4D-CT management and real-time contour deformation for faster replanning. It ensures high-precision alignment between scans from different imaging modalities, regardless of clinical case complexity.
Adaptive Radiotherapy (AdaptBox™)
The AdaptBox™ module provides decision-making support for adaptive radiotherapy by utilizing AI to generate enhanced pseudo-CT from CBCT images, expert-like contours, and recalculating/comparing dose metrics to the active treatment plan. This allows for real-time adjustments to radiation treatment plans based on updated patient anatomy, optimizing radiation delivery and minimizing exposure to healthy tissues.
Pseudo-CT Generation (MR-Box™)
MR-Box™ generates pseudo-CTs from MR images (conventional MRIs and MR linacs) for MR-only and MR-guided radiotherapy workflows. This helps avoid registration errors, reduces costs, and improves patient comfort. Pseudo-CT generation is also supported from CBCT images.
AI-Powered Biomarker Discovery (ART-Omics™)
TheraPanacea's ART-Omics™ platform offers AI-powered biomarker discovery, providing upstream and downstream innovation for pharmaceutical companies. This aims to shorten development cycles, decrease costs, and increase efficacy in drug development.
Neurosciences AI
TheraPanacea has a collaboration with Biogen to leverage machine learning and AI analysis to develop digital health solutions for personalized medicine in neuroscience. This collaboration aims to improve patient care, accelerate drug development, and enhance the understanding of neurological diseases.
Precision Medicine
TheraPanacea's ambition is to use AI to help clinicians determine the best holistic treatment pathway for each patient across various therapies, including surgery, radiotherapy, and systemic therapies. They focus on understanding treatment response, connecting outcomes to patient phenotypes, and identifying the safest and most effective therapeutic pathways.
Physician Tip

TheraPanacea's ART-Plan™ platform offers significant advantages for physicians by automating time-consuming and repetitive tasks in radiotherapy planning, such as contouring and image registration. This 'zero-click' automation can save up to 90% of manual effort, allowing clinicians to focus more on patient care and complex decision-making. The platform's ability to generate expert-level contours in minutes, perform seamless multimodal image fusion, and create pseudo-CTs from MR or CBCT images, empowers physicians to deliver more precise, efficient, and scalable treatment workflows. The adaptive radiotherapy capabilities, supported by AI-generated synthetic-CTs, provide decision-making support for adjusting treatment plans based on daily anatomical changes, potentially improving patient outcomes and reducing toxic side effects. TheraPanacea emphasizes a 'built with clinicians, for clinicians' approach, ensuring their solutions are integrated into existing workflows and validated through close collaboration with leading cancer centers worldwide. This focus on augmented clinical intelligence aims to standardize care, improve workflow efficiency, and enable high-quality clinical decision-making within existing treatment planning systems.

TheraPanacea's ART-Plan™ is designed to fit into existing radiotherapy workflows and is vendor-agnostic, allowing institutions to integrate their solutions into their current technology environments. The software supports the import, processing, and export of DICOM 3.0 compliant datasets, including various imaging modalities like CT, MR, PET-CT, 4D-CT, and CBCT. Their solutions are compatible with existing Treatment Planning Systems (TPS) for dose calculation, review, and approval. TheraPanacea also collaborates with technology partners like Brainlab, integrating their AI-powered segmentation software directly into Brainlab's Elements portfolio to enhance radiotherapy efficiency and offer more choices in segmentation for organs at risk.

Products by Therapanacea SAS

1 product in the directory

ART-Plan
TheraPanacea
Oncology AI
ART-Plan™ by TheraPanacea is an FDA-cleared, AI-powered software for high-precision radiotherapy, optimizing cancer treatment from preparation to follow-up with automated contouring, image fusion, and adaptive planning.

What the Web Says

Therapanacea SAS is a medical technology company founded in 2017, known for its AI-powered software, ART-Plan, used in adaptive radiotherapy for cancer treatment. The software aims to optimize radiation delivery and minimize exposure to healthy tissues. While direct reviews for Therapanacea SAS as an employer or specifically on platforms like G2, Glassdoor, Capterra, or Reddit are limited, information regarding their product, ART-Plan, is available through FDA reviews and scientific literature. There appears to be some confusion in search results with other companies named "Panacea" or "TheraPlatform" which operate in different sectors (veterinary software, marketing project management, mental health software) and are not related to Therapanacea SAS.

Overall: Mixed

Strengths

  • ART-Plan can significantly reduce treatment volumes and peripheral radiation doses in cancer patients.
  • The device's adaptive capabilities allow for improved dose conformity and potential dose escalation while sparing adjacent organs.
  • ART-Plan is software, not an implanted device, and does not have physical catheter, implant, or device sizes.
  • It offers automatic solutions for delineation and multimodal image fusion, improving standardization and reducing user time.
  • The software supports image-guided radiation therapy workflows.
  • No significant adverse events have been highlighted in the available literature for ART-Plan.

Limitations

  • Use of ART-Plan requires compatible imaging, treatment-planning, and radiation-delivery systems.
  • A qualified radiation oncology team must review and approve adapted plans before treatment delivery.
  • The software does not replace physician judgment, image-quality checks, treatment verification, or standard radiation-safety procedures.
  • Limited public reviews available for Therapanacea SAS as an employer or on major review platforms.

Based on reviews from: art-plan - Therapanacea | FDA Evidence Review - LA Vascular, Did the EIC Accelerator Pay Off for TheraPanacea's Radiotherapy AI ..., art-plan v 2 2 0 - Therapanacea Sas | FDA Evidence Review, Therapanacea SAS April 19, 2023 Catherine Martineau-Huynh COO 7 bis boulevard Bourdon Paris, 75004 FRANCE Re: K230023/S001 - accessdata.fda.gov, Panacea Reviews 2026. Verified Reviews, Pros & Cons - Capterra, Panacea Reviews 2026. Verified Reviews, Pros & Cons - Capterra, Capterra: Reviews, Pricing, Features in 2026 - SoftwareSuggest, Panacea Software Pricing, Alternatives & More 2026 | Capterra, TheraPlatform Reviews 2026: Details, Pricing, & Features - G2

Last updated: 2026-10-26

Videos

News, demos, and interviews about Therapanacea SAS.

Loading videos...

Videos load interactively. If none appear, search YouTube for Therapanacea SAS →

View all on YouTube

Press & Coverage

healthcareaiops.com
Therapanacea Sas — FDA AI clearances, verified in the Healthcare AI Transparency Registry
Therapanacea SAS has received FDA AI clearances, which are verified in the Healthcare AI Transparency Registry. This indicates the company's AI-associated medical devices have met regulatory standards.
unknown
therapanacea.com
AI Software for Radiation Oncology | Therapanacea
TheraPanacea develops ART-Plan, an AI software for radiation oncology that offers auto-contouring, treatment planning, adaptive radiotherapy, and MR-only workflows with sCT. The company emphasizes advanced science, global collaborations, and a commitment to delivering tangible value for patients and clinicians.
unknown
edf.fr
TheraPanacea, intelligent, personalised automation of radiotherapy
TheraPanacea, a Parisian startup founded in 2017, uses AI to improve radiotherapy by making it more effective through intelligent automation and personalized sessions. The company won the 2019 EDF Pulse start-up Awards and aims to expand its solution commercially in France, Europe, and worldwide.
2026-07
youtube.com
What makes ART-Plan unique? | TheraPanacea at ASTRO 2026
At ASTRO 2026, the TheraPanacea team discussed the unique aspects of their ART-Plan AI radiotherapy software, which supports auto-segmentation, auto-planning, adaptive radiotherapy, and MR-only workflows with synthetic CT. They highlighted its ability to integrate with existing treatment planning systems and democratize the best standard of care in radiation therapy.
2026-10
healthaicentral.com
TheraPanacea SAS Company Profile
TheraPanacea SAS, founded in 2017, is a medical technology company that uses artificial intelligence to develop software for more efficient and precise cancer care. Their flagship product, ART-Plan™, is a fully AI-powered, web-based solution for radiotherapy that can save up to 93% of contouring time and is used in over 300 cancer centers.
unknown
unifuncs.com
Artificial Intelligence-Enabled Medical Devices | FDA
Therapanacea SAS is listed among companies with FDA-approved AI-enabled medical devices, specifically ART-Plan+ (v3.1.0), indicating regulatory clearance for their AI software in the medical field.
2026-04
bioworld.com
Biogen and Therapanacea to develop personalized treatments for neurological diseases using machine learning and artificial intelligence
Biogen and Therapanacea SAS are collaborating to develop personalized treatments for neurological diseases, leveraging machine learning and artificial intelligence. This partnership aims to advance therapeutic approaches in this complex medical area.
2021-12
fda.gov
510(k) Premarket Notification
The FDA issued a 510(k) premarket notification for Therapanacea SAS's ART-Plan+ (v.3.0.0) on February 25, 2025, classifying it as a Class II medical device. The device is considered substantially equivalent to a predicate device and is intended for medical charged-particle radiation therapy systems.
2025-02

Frequently Asked Questions

TheraPanacea's core product is ART-Plan™, an AI-powered software suite designed to optimize cancer treatment through high-precision radiotherapy. It automates and streamlines various steps in the radiotherapy workflow, including auto-contouring, treatment planning, and adaptive radiotherapy.
TheraPanacea's ART-Plan™ includes modules like Annotate™ for AI-based automatic delineation of over 200 organs at risk (OARs) and lymph nodes on CT and MR images, and SmartFuse™ for high-precision rigid and elastic image fusion, including 4D-CT management. This significantly reduces manual effort and inter-user variability.
Yes, ART-Plan™ features AdaptBox™, an AI-enhanced tool for adaptive planning that helps determine if replanning is necessary by generating synthetic-CT from CBCT images, auto-contouring regions of interest, and comparing dose metrics. It also offers MR-Box™ for generating pseudo-CT images from MRI for MR-only and MR-guided radiotherapy workflows.
While TheraPanacea's primary focus is on AI for radiotherapy in cancer care, they also have an AI-powered biomarker discovery platform (ART-Omics™) aimed at pharmaceutical companies. Additionally, they have collaborated with Biogen to leverage AI and machine learning for digital health solutions in neurosciences to improve patient care and drug development.
TheraPanacea's ART-Plan™ is CE-marked and FDA-cleared. They have established partnerships with leading cancer centers worldwide for clinical validation and development, and commercial partnerships to extend their reach and provide local support. Their solutions are designed to integrate into existing clinical workflows.

Related Companies

A2z Radiology AI is a Boston-based medical imaging AI company that develops software for comprehensive CT interpretation, initially focusing on abdomen-pelvis CT scans. The company’s primary goal is to enhance diagnostic accuracy and efficiency in medical imaging for healthcare providers by leveraging artificial intelligence. Their flagship product, a2z-Unified-Triage, is FDA-cleared radiological computer-aided triage and notification […]

Perimeter Medical Imaging AI is a medical technology company dedicated to transforming cancer surgery through the use of ultra-high-resolution, real-time, advanced imaging tools. The company’s mission is to address significant unmet medical needs in cancer surgery, particularly concerning positive margins and the resulting need for re-excisions. Their proprietary technology, including the S-Series Optical Coherence Tomography […]

SOPHiA GENETICS is a healthcare AI company that has developed a cloud-native, AI-driven SaaS platform called SOPHiA DDM™. This platform is designed to enable hospitals, clinical laboratories, academic medical centers, and biopharmaceutical companies to analyze and interpret complex genomic, radiomic, and multimodal healthcare data. The company’s mission is to democratize data-driven medicine, providing actionable insights […]

NTL Healthcare is a South Korean AI-powered women’s health company specializing in cervical cancer screening and diagnostics. The company has a history dating back to 1996 when it first introduced an analog cervical cancer reading system, Cervicography, to Korea. Since then, NTL Healthcare has evolved its technology, developing the world’s first remote uterine cervical cancer […]

Lumonus is a healthcare technology company that specializes in AI-powered solutions for cancer care, particularly in radiation oncology. The company’s core offering is the Lumonus AI platform, a digital oncology system with AI-native clinical infrastructure designed to automate and orchestrate critical oncology workflows. This platform aims to enhance the quality and speed of care delivery […]

Qure.ai is a leading healthcare AI company that leverages deep learning and artificial intelligence to revolutionize medical imaging diagnostics and make healthcare more accessible and affordable globally. The company develops AI-powered solutions for interpreting X-rays and CT scans, addressing critical health needs in areas such as lung, musculoskeletal, cardiovascular, and neurocritical health. Their technology assists […]

AI Tool Finder
AI-powered search. Results may not be comprehensive.