Integrating Artificial Intelligence with 3D Printing Technology in Healthcare: Sustainable Solutions for Clinical Training Optimization

Ramzi Zainum Ikhsan; Sri  Rahayu; Abdul Hamid Arribathi; Nur  Azizah

doi:10.34306/ajri.v6i2.1126

Authors

Ramzi Zainum Ikhsan Universitas Raharja
Sri Rahayu University of Raharja
Abdul Hamid Arribathi University of Raharja
Nur Azizah University of Raharja

DOI:

https://doi.org/10.34306/ajri.v6i2.1126

Keywords:

Artificial Intelligence, 3D Printing, Clinical Training, Health Services, Sustainability

Abstract

Integrating Artificial Intelligence (AI) with 3D printing technology offers transformative solutions in healthcare, specifically improving clinical training through precise and customizable replicas of human anatomy. Traditional training methods face challenges such as limited access to high quality models, lack of precision, adaptability, and the environmental impact of resource use. This study employed a mixed methods approach, combining quantitative analysis of model accuracy and input from healthcare professionals, to evaluate the effectiveness of AI optimized 3D printing. The focus was on AI enhanced 3D printing models designed for healthcare training. Traditional methods often lack precision, adaptability, and scalability, limiting their effectiveness in dynamic healthcare scenarios. AI based 3D printing reduces material use by 30\% while providing high quality, customized training models, improving accessibility and sustainability. This research highlights the potential of AI and 3D printing integration to drive technological innovation, align healthcare training with Sustainable Development Goals (SDGs), and promote a more sustainable and efficient future in medical education.

Downloads

Download data is not yet available.

References

N. Wiwin, P. A. Sunarya, N. Azizah, D. A. Saka et al., “Determine upgrades for msmes: A model implemented at the center for integrated service of smesco banten province using ahp,” ADI Journal on Recent Innovation, vol. 5, no. 1Sp, pp. 20–32, 2023.

S. Ramesh, A. Deep, A. Tamayol, A. Kamaraj, C. Mahajan, and S. Madihally, “Advancing 3d bioprinting through machine learning and artificial intelligence,” Bioprinting, p. e00331, 2024.

E. B. Manurung et al., “Gantry robot system checkers player,” ADI Journal on Recent Innovation, vol. 5, no. 1Sp, pp. 9–19, 2023.

E. Sheikhbahei and A. A. Ari, “Harnessing the power of emerging digital technologies for improved sustainability and productivity in biomedical engineering and neuroscience,” Scientific Hypotheses, vol. 1, no. 1, 2024.

L. Sulivyo, F. M. Dewi et al., “Strategy management analysis in the face of business competition,” ADI Journal on Recent Innovation, vol. 5, no. 1Sp, pp. 1–8, 2023.

M. N. Akhtar, A. Haleem, M. Javaid, S. Mathur, A. Vaish, and R. Vaishya, “Artificial intelligence-based orthopaedic perpetual design,” Journal of Clinical Orthopaedics and Trauma, vol. 49, p. 102356, 2024.

P. A. G. K. Dewi, A. D. Dwipayana, N. L. Darmayanti, and S. S. Ryanto, “Implementation of green human resource management in land transportation and logistics in indonesia,” ADI Journal on Recent Innovation, vol. 5, no. 1, pp. 54–60, 2023.

I. Yazgan, U. S. Derici, B. B. Altunay, O. A. Hindy, and P. Yilgor Huri, “Artificial intelligence for 3d printing and bioprinting,” in Artificial Intelligence in Dentistry. Springer, 2024, pp. 203–221.

L. S. Riza, E. Piantari, E. Junaeti, I. S. Permana et al., “Implementation of the gamification concept in the development of a learning management system to improve students’ cognitive in basic programming subjects towards a smart learning environment,” ADI Journal on Recent Innovation, vol. 5, no. 1, pp. 43–53, 2023.

P. Agarwal, V. Mathur, M. Kasturi, V. Srinivasan, R. N. Seetharam, and K. S Vasanthan, “A futuristic development in 3d printing technique using nanomaterials with a step toward 4d printing,” ACS omega, 2024.

H. Y. N. Heri, “The effect of fragmentation as a moderation on the relationship between supply chain management and project performance,” ADI Journal on Recent Innovation, vol. 6, no. 1, pp. 54–64, 2024.

E. Sulistyaningsih, W. Murti, and C. Ratnasih, “Analysis of e-marketing strategy and business innovation in optimizing improvement of service quality and its effect on msme income,” ADI Journal on Recent Innovation, vol. 5, no. 2, pp. 155–167, 2024.

S. Sokmen, S. Cakmak, and I. Oksuz, “3d printing of an artificial intelligence-generated patient-specific coronary artery segmentation in a support bath,” Biomedical Materials, vol. 19, no. 3, p. 035038, 2024.

S. K. Lodhi, A. Y. Gill, and I. Hussain, “3d printing techniques: Transforming manufacturing with precision and sustainability,” International Journal of Multidisciplinary Sciences and Arts, vol. 3, no. 3, pp. 129–138, 2024.

N. S. Ainy, I. Mujadid, N. Hadi, and L. Sjahfirdi, “Increase in the abundance of invasive fish species in the ciliwung river, dki jakarta and west java provinces,” ADI Journal on Recent Innovation, vol. 6, no. 1, pp. 17–31, 2024.

I. Kulkov, J. Kulkova, D. Leone, R. Rohrbeck, and L. Menvielle, “Stand-alone or run together: artificial intelligence as an enabler for other technologies,” International Journal of Entrepreneurial Behavior & Research, vol. 30, no. 8, pp. 2082–2105, 2024.

A. Zefrinaldi, N. Selviandro, and G. S. Wulandari, “Analysis and development of a football scouting app based on flutter: A case study of a3n,” ADI Journal on Recent Innovation, vol. 5, no. 2, pp. 181–191, 2024.

A. Kumar and D. Chhabra, “Parametric topology optimization approach for sustainable development of customized orthotic appliances using additive manufacturing,” Mechanics of Advanced Materials and Structures, vol. 31, no. 21, pp. 5276–5289, 2024.

D. Jonas, E. Maria, I. R. Widiasari, U. Rahardja, T. Wellem et al., “Design of a tam framework with emotional variables in the acceptance of health-based iot in indonesia,” ADI Journal on Recent Innovation, vol. 5, no. 2, pp. 146–154, 2024.

B. Santhosh and K. Viswanath, “Integration of machine learning and deep learning in medical and healthcare education,” in Applications of Parallel Data Processing for Biomedical Imaging. IGI Global, 2024,

pp. 148–174.

A. Choubey, S. Mishra, S. Behera, R. Misra, A. K. Pandey, and D. Pandey, “Smart homes, smart choices: Using big data to boost energy efficiency and environmental sustainability,” Electric Power Components and Systems, pp. 1–19, 2024.

P. Raja and U. Mohan, “A conceptual framework proposed through literature review to determine the dimensions of social transparency in global supply chains,” Management Review Quarterly, pp. 1–28, 2024.

S. Mukherjee, “Machine learning methodologies for beyond 5g and 6g heterogeneous networks: Prediction, automation, and performance analysis,” Ph.D. dissertation, University of Missouri-Kansas City, 2024.

U. Nations, “The 17 goals – sustainable development goals,” 2024, accessed: 2024-12-19. [Online].

Available: https://sdgs.un.org/goals

K. R. Hope Sr, “Peace, justice and inclusive institutions: overcoming challenges to the implementation of sustainable development goal 16,” Global Change, Peace & Security, vol. 32, no. 1, pp. 57–77, 2020.

P. Qi, D. Chiaro, F. Giampaolo, and F. Piccialli, “A blockchain-based secure internet of medical things framework for stress detection,” Information Sciences, vol. 628, pp. 377–390, 2023.

M. Lnenicka, N. Rizun, C. Alexopoulos, and M. Janssen, “Government in the metaverse: Requirements and suitability for providing digital public services,” Technological Forecasting and Social Change, vol. 203, p. 123346, 2024.

D. Shah, S. Rani, K. Shoukat, H. Kalsoom, M. U. Shoukat, H. Almujibah, and S. Liao, “Blockchain factors in the design of smart-media for e-healthcare management,” Sensors, vol. 24, no. 21, p. 6835, 2024.

C.-J. Wang and H.-Y. Hsieh, “Effect of deep learning approach on career self-efficacy: Using off-campus internships of hospitality college students as an example,” Sustainability, vol. 14, no. 13, p. 7594, 2022.

R. Rasmitadila, T. Prasetyo, H. D. Hasnin, W. R. R. Hayu, and F. Hamamy, “Student teacher’s perception of the relevancy of theory and practice in inclusive classrooms based on internship experiences: External and internal support,” International Journal of Special Education, vol. 39, no. 1, pp. 124–135, 2024.