Terms of Service

By using MCADS, you acknowledge and agree to the following terms:

1. Acceptance of Terms
   • By accessing and using MCADS, you agree to be bound by these Terms of Service. If you do not agree, you must not use the Software.
2. Description of Service
   • MCADS is a research demonstration software developed using Django, PyTorch, and TorchXRayVision libraries. The Software provides:
   • Image analysis of chest X-ray images using pre-trained deep learning models
   • Probability scores for various pathological conditions
   • Educational visualization tools
   • Research and academic demonstration capabilities
3. Medical Disclaimers and Limitations
   • Not for Clinical Use
     • MCADS is NOT a medical device
     • MCADS is NOT validated for clinical diagnosis
     • MCADS is NOT approved by any medical regulatory authority (State Medicines Control Agency under the Ministry of Health of the Republic of Lithuania, etc.)
     • MCADS is NOT intended to replace professional medical judgment
   • Accuracy Limitations
     • The Software provides probability scores, NOT definitive diagnoses
     • The underlying AI models may produce false positives and false negatives
     • The Software's predictions may be inaccurate, unreliable, or completely wrong
     • The Software has not been clinically validated for accuracy
     • Performance may vary significantly across different populations, imaging conditions, and pathologies
   • Professional Medical Consultation Required
     • ALWAYS consult qualified healthcare professionals for medical decisions
     • NEVER make medical decisions based solely on MCADS output
     • NEVER delay seeking medical attention based on Software results
     • Any medical concerns require immediate consultation with licensed medical professionals
4. Limitation of Liability
   • No Liability for Medical Decisions
     • The authors, developers, contributors, and affiliated institutions ("Providers") shall not be liable for:
     • Any medical decisions made based on Software output
     • Any misdiagnosis or delayed diagnosis
     • Any adverse health outcomes
     • Any reliance on Software predictions
     • Any direct, indirect, incidental, special, consequential, or punitive damages
   • Maximum Liability
     • To the maximum extent permitted by law, the total liability of the Providers shall not exceed zero euros (€0.00).
5. No Warranties
   • Disclaimer of All Warranties
     • The Software is provided "as is" without warranty of any kind, including but not limited to:
     • Warranties of merchantability
     • Fitness for a particular purpose
     • Non-infringement
     • Accuracy or reliability
     • Continuous availability
     • Error-free operation
   • No Medical Warranty
     • The Providers make no warranties regarding:
     • The medical accuracy of predictions
     • The clinical validity of results
     • The Software's fitness for medical use
     • The completeness or correctness of pathology detection
6. User Responsibilities
   • Appropriate Use
     • Use the Software only for research, educational, or demonstration purposes
     • Understand the Software's limitations and disclaimers
     • Not rely on the Software for medical decisions
     • Seek professional medical advice for health concerns
     • Comply with all applicable laws and regulations
   • Data and Privacy
     • Ensure proper authorization before uploading any medical images
     • Comply with HIPAA, GDPR, and other privacy regulations
     • Protect patient confidentiality
     • Use only properly anonymized images when required
7. Prohibited Uses
   • Users SHALL NOT:
   • Use the Software for clinical diagnosis or treatment decisions
   • Present Software output as medical advice
   • Use the Software in any life-critical applications
   • Violate any applicable laws or regulations
   • Claim the Software is medically validated or approved
   • Use the Software without proper medical supervision when analyzing patient data
8. Intellectual Property
   • Software License
     • MCADS is provided under the terms specified in the project's LICENSE file. The Software incorporates:
     • TorchXRayVision library
     • Pre-trained neural network models
     • Django framework
     • Various open-source components
   • Third-Party Components
     • Users acknowledge that the Software includes third-party components with their own licenses and terms.
9. Indemnification
   • Users agree to indemnify, defend, and hold harmless the Providers from any claims, damages, losses, or expenses arising from:
   • User's violation of these Terms
   • User's misuse of the Software
   • Any medical decisions based on Software output
   • Any breach of applicable laws or regulations
10. Research and Academic Use
    • Intended Use
      • MCADS is intended for:
      • Academic research purposes
      • Educational demonstrations
      • Algorithm development and testing
      • Non-clinical research studies
    • Publication and Citation
      • When using MCADS in research or publications, users should:
      • Properly cite the Software and underlying models
      • Acknowledge the limitations and disclaimers
      • Include appropriate medical disclaimers in publications
11. Updates and Modifications
    • Software Updates
      • The Providers may update the Software without notice
      • Updates may change functionality, accuracy, or behavior
      • Users should regularly review these Terms for changes
    • Terms Updates
      • These Terms may be updated at any time
      • Continued use of the Software constitutes acceptance of updated Terms
      • Material changes will be communicated through appropriate channels
12. Termination
    • Termination Rights
      • Users may stop using the Software at any time
      • Providers may terminate access for violations of these Terms
      • Termination does not affect accrued rights or obligations
13. Governing Law and Jurisdiction
    • These Terms shall be governed by the laws of Lithuania. Any disputes shall be resolved in the courts of Lithuania.
14. Severability
    • If any provision of these Terms is found invalid or unenforceable, the remaining provisions shall remain in full force and effect.
15. Contact Information
    • For questions about these Terms or the Software, contact:
    • MCADS Development Team
    • Paulius Bundza, email: paulius.bundza@stud.vilniustech.lt
    • Justas Trinkūnas, email justas.trinkunas@vilniustech.lt