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Design and Development of Hypertuned Deep learning Frameworks for Detection and Severity Grading of Brain Tumor using Medical Brain MR images.

Current medical imaging·2024
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3D-Bioprinting and AI-empowered Anatomical Structure Designing: A Review.

Neha Bhardwaj1, Meenakshi Sood2, Sandeep Singh Gill3

  • 1Department of Electronics & Communication Engineering, National Institute of Technical Teachers Training and Research, India.

Current Medical Imaging
|April 9, 2024
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Summary

3D bioprinting offers a promising solution to the organ shortage crisis, addressing challenges in precision and vascularization. This technology is poised to revolutionize organ transplantation, benefiting humankind with advancements in medical and disease modeling.

Keywords:
3D printingArtificial IntelligenceBioinksBioprintersHealthcareSegmentation

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Area of Science:

  • Biotechnology and Biomedical Engineering
  • Regenerative Medicine
  • Medical Imaging and Modeling

Background:

  • 3D bioprinting is a rapidly advancing field with significant potential to address the global organ shortage crisis.
  • Key challenges include achieving printing precision, successful vascularization, and adequate cell proliferation.
  • Interdisciplinary collaboration among engineering, medicine, and physics experts is crucial for overcoming these hurdles.

Purpose of the Study:

  • To provide a comprehensive overview of the 3D bioprinting process, including bioinks and available bioprinters.
  • To detail the anatomical structure design phase and the role of Artificial Intelligence (AI) in facilitating 3D printing for healthcare applications.
  • To explore applications in medical and disease modeling.

Main Methods:

  • The study outlines the meticulous process of designing anatomical structures for bioprinting.
  • It highlights the use of sophisticated segmentation software for creating 3D models of diseased and healthy anatomy.
  • Emphasis is placed on the role of AI in streamlining the 3D printing workflow in healthcare.

Main Results:

  • 3D bioprinting is identified as a pivotal technology for the future of organ transplantation.
  • Accurate anatomical representation in 3D models is critical for successful bioprinting outcomes.
  • The development of patient-specific 3D models necessitates adherence to ethical principles in healthcare.

Conclusions:

  • 3D bioprinting represents the future solution to the worldwide organ transplantation crisis.
  • Ensuring anatomical accuracy in 3D models is paramount for effective bioprinting.
  • Ethical considerations, including autonomy, non-maleficence, beneficence, and justice, are essential for patient-specific 3D model reproduction.