Digital Twinning for Productivity Improvement Opportunities with Robotic Process Automation: Case of Greenfield Hospital

1. On the Concept of Health Capital and the Demand for Health

Grossman, M. B. (2017) · Columbia University Press eBooks · doi:10.7312/gros17812-004 · Cited by 3,999 · see citing works

Digital twin-driven product design framework

Tao, F., Sui, F.-Y., Liu, A., Qi, Q., Zhang, M., Song, B.-Y., Guo, Z.-R., Lu, S. C. Y., & Nee, A. (2019) · International Journal of Production Research · doi:10.1080/00207543.2018.1443229 · Cited by 1,085 · see citing works

Managing Health Care Organizations: Where Professionalism Meets Complexity Science

Anderson, R. A., & McDaniel, R. R. (2000) · Health Care Management Review · doi:10.1097/00004010-200001000-00010 · Cited by 247 · see citing works

Patient flow modelling and performance analysis of healthcare delivery processes in hospitals: A review and reflections

Bhattacharjee, P., & Ray, P. K. (2014) · Computers & Industrial Engineering · doi:10.1016/j.cie.2014.04.016 · Cited by 223 · see citing works

A Formal Approach to Workflow Analysis

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On Fair Routing from Emergency Departments to Hospital Wards: QED Queues with Heterogeneous Servers

Mandelbaum, A., Momčilović, P., & Tseytlin, Y. (2012) · Management Science · doi:10.1287/mnsc.1110.1491 · Cited by 91 · see citing works

Medical 4.0 technologies for healthcare: Features, capabilities, and applications

Haleem, A., Javaid, M., Pratap Singh, R., & Suman, R. (2022) · Internet of Things and Cyber-Physical Systems · doi:10.1016/j.iotcps.2022.04.001 · Cited by 468 · see citing works

Blockchain-Empowered Digital Twins Collaboration: Smart Transportation Use Case

Sahal, R., Alsamhi, S. H., Brown, K. N., O’Shea, D., McCarthy, C. T., & Guizani, M. (2021) · Machines · doi:10.3390/machines9090193 · Cited by 153 · see citing works

A review of digital twin applications in construction

Madubuike, O. C., Anumba, C. J., & Khallaf, R. (2022) · Journal of Information Technology in Construction · doi:10.36680/j.itcon.2022.008 · Cited by 147 · see citing works

Digital Twin Framework for Built Environment: A Review of Key Enablers

Piras, G., Agostinelli, S., & Muzi, F. (2024) · Energies · doi:10.3390/en17020436 · Cited by 118 · see citing works

The Moderating Effect of Perceived Risk on Users’ Continuance Intention for FinTech Services

Jangir, K., Sharma, V., Taneja, S., & Rupeika-Apoga, R. (2022) · Journal of risk and financial management · doi:10.3390/jrfm16010021 · Cited by 136 · see citing works

Robotic process automation for industry: adoption status, benefits, challenges and research agenda

Pramod, D. (2021) · Benchmarking An International Journal · doi:10.1108/bij-01-2021-0033 · Cited by 118 · see citing works

Digital Twin-Based Health Care Facilities Management

Madubuike, O. C., & Anumba, C. (2023) · Journal of computing in civil engineering · doi:10.1061/jccee5.cpeng-4842 · Cited by 43 · see citing works

How Digital Twin Concept Supports Internal Transport Systems?—Literature Review

Kosacka-Olejnik, M., Kostrzewski, M., Marczewska, M., Mrówczyńska, B., & Pawlewski, P. (2021) · Energies · doi:10.3390/en14164919 · Cited by 59 · see citing works

A framework to support Robotic process automation

Farinha, D., Pereira, R., & Almeida, R. (2023) · Journal of Information Technology · doi:10.1177/02683962231165066 · Cited by 56 · see citing works

Digital Twin Aided Healthcare Facility Management: A Case Study of Shanghai Tongji Hospital

Song, Y., & Li, Y. (2022) · ASCE Construction Research Congress (CRC) · doi:10.1061/9780784483961.120 · Cited by 34 · see citing works

A Conceptual Framework for Optimizing Performance in Sustainable Supply Chain Management and Digital Transformation towards Industry 5.0

Dossou, P.-E., Alvarez-de-los-Mozos, E., & Pawlewski, P. (2024) · Mathematics · doi:10.3390/math12172737 · Cited by 14 · see citing works

Digital twin in healthcare: Classification and typology of models based on hierarchy, application, and maturity

Maïzi, Y., Arcand, A., & Bendavid, Y. (2024) · Internet of Things · doi:10.1016/j.iot.2024.101379 · Cited by 23 · see citing works

Shaping the role of the digital twins for human‐robot dyad: Connotations, scenarios, and future perspectives

Elbasheer, M., Longo, F., Mirabelli, G., Nicoletti, L., Padovano, A., & Solina, V. (2022) · IET Collaborative Intelligent Manufacturing · doi:10.1049/cim2.12066 · Cited by 18 · see citing works

Digital and Virtual Technologies for Work-Related Biomechanical Risk Assessment: A Scoping Review

Filho, P. C. A., Colim, A., Jesus, C., Lopes, S. I., & Carneiro, ́. (2024) · Safety · doi:10.3390/safety10030079 · Cited by 22 · see citing works

Data integration for space-aware Digital Twins of hospital operations

Moretti, N., Chan, Y.-C., Nakaoka, M., Mukherjee, A., Merino, J., & Parlikad, A. (2025) · Automation in Construction · doi:10.1016/j.autcon.2025.106276 · Cited by 15 · see citing works

Digital Twin in Safety-Critical Robotics Applications: Opportunities and Challenges

Baidya, S., Das, S. K., Uddin, M. H., Kosek, C., & Summers, C. (2022) · IEEE International Performance, Computing, and Communications Conference · doi:10.1109/ipccc55026.2022.9894313 · Cited by 19 · see citing works

Digital twin on concepts, enabling technologies, and applications

Bing, Z., Enyan, M., Amu‐Darko, J. N. O., Issaka, E., Liu, H., Junsen, R., & Zhang, X. (2024) · Journal of the Brazilian Society of Mechanical Sciences and Engineering · doi:10.1007/s40430-024-04973-0 · Cited by 15 · see citing works

A GIS-portal platform from the data perspective to energy hub digitalization solutions- A review and a case study

Nezhad, M. M., Moradian, S., Guezgouz, M., Shi, X., Avelin, A., & Wallin, F. (2025) · Renewable and Sustainable Energy Reviews · doi:10.1016/j.rser.2025.116019 · Cited by 11 · see citing works

The Role of Mobile Communications for Industrial Automation: Architecture, Applications and Challenges

Zeydan, E., Arslan, Ş. S., Türk, Y., Hewa, T. M., & Liyanage, M. (2025) · IEEE Open Journal of the Communications Society · doi:10.1109/ojcoms.2025.3595403 · Cited by 11 · see citing works

A state-of-the-art review of digital twin-enabled human-robot collaboration in smart energy management systems

Fu, S.-C., Antwi-Afari, M., Anwer, S., Chen, Z.-S., & Li, H. (2025) · Results in Engineering · doi:10.1016/j.rineng.2025.106524 · Cited by 10 · see citing works

Low-cost Robot Assistance Design for Health Area to Help Prevent COVID-19 in Honduras

Gabrie, T., Carrasco, A. M., & Avila, J. L. O. (2020) · doi:10.1145/3449301.3449349 · Cited by 8 · see citing works

Robotic Process Automation with Ontology-enabled Skill-based Robot Task Model and Notation (RTMN)

Sprenger, C. Z., & Ribeaud, T. (2022) · International Conference on Robotics, Automation and Artificial Intelligence (RAAI) · doi:10.1109/raai56146.2022.10092996 · Cited by 7 · see citing works

Robotic Process Automation: In-Depth Analysis of Advanced Automation Techniques and Technologies

Jyothi, A. P., Shankar, A., Narayan, A., Maniyar, H., Sr, N., & Ambarkhane, S. (2024) · IEEE International Conference on Contemporary Computing and Communications (InC4) · doi:10.1109/inc460750.2024.10649336 · Cited by 5 · see citing works

Simulation and Digital Twin of a Robotic Sanitizing Process of Environments at Risk During the Pandemic

Cepolina, F. E., & Cepolina, E. M. (2022) · Lecture notes in networks and systems · doi:10.1007/978-3-031-15226-9_46 · Cited by 4 · see citing works

Role of Digital Twin Technology in Medical Sector—Toward Ensuring Safe Healthcare

Kumar, S., Fred, A. L., Miriam, L. R. J., Christina, J. I., Kumar, H. A., Padmanabhan, P., & Gulyás, B. Z. (2022) · Wiley eBooks · doi:10.1002/9781119842316.ch5 · Cited by 4 · see citing works

A Systematic Literature Review on Hospital Supply Chain Management: Exploring Hospital Types, Methodologies, SCOR Framework, and Technological Innovations

Setiawati, M., Yehuda, C., Bima, D. D., Halim, R., & Mayo, Y. (2024) · Petra International Journal of Business Studies · doi:10.9744/petraijbs.7.2.158-174 · Cited by 3 · see citing works

Robotic Process Automation Application in Healthcare

Guarda, T. (2025) · Communications in computer and information science · doi:10.1007/978-3-031-83210-9_8 · Cited by 3 · see citing works

Assessment of digital transformation levels in hospitals: A case study of Hanoi, Vietnam

Ha, D. T., Vinh, H. X., Huyen, H. M., & Phong, B. Q. (2024) · VNU JOURNAL OF ECONOMICS AND BUSINESS · doi:10.57110/vnu-jeb.v4i6.347 · Cited by 2 · see citing works

Advancing Digital Twin Development in Systems Engineering Education through Model-Based Systems Engineering

Ahmed, S. W., & Zaidi, A. K. (2025) · Systems and Information Engineering Design Symposium · doi:10.1109/sieds65500.2025.11021192 · Cited by 1 · see citing works

Motion Simulation Control System of Detecting Robot Based on Digital Twin

Li, T., Huang, X., Ou, R., Zhang, J., Yang, X., Lu, G., Zhang, Z., & Yuan, M. (2024) · International Conference on Robotics, Control and Automation (ICRCA) · doi:10.1109/icrca60878.2024.10649078 · Cited by 1 · see citing works

Implementation of Robotic Process Automation To Decrease the Time Requires For KYC Onboarding Process

Somda, M. M. Y. G., Ouya, S., & Mendy, G. (2023) · International Conference on Artificial Intelligence and Big Data (ICAIBD) · doi:10.1109/icaibd57115.2023.10206136 · Cited by 1 · see citing works

Effect of robotic automation process on research data abstraction in electronic health record system: Development and Usability Study (Preprint)Preprint

Jung, S. Y., Han, J. S., Lee, H., Baek, R., Lee, H., Park, K., & Lee, K. (2022) · doi:10.2196/preprints.42633

Application of Robotic Process Automation Across Industry – a Domain-Based AnalysisPreprint

Rajesh, R., Silas, S., & Rajsingh, E. B. (2024) · SSRN Electronic Journal · doi:10.2139/ssrn.4855655

Future directions in space-aware hospital digital twins development and implementation

Moretti, N., Mukherjee, A., Chan, Y.-C., Nakaoka, M., & Parlikad, A. K. (2025) · IET conference proceedings. · doi:10.1049/icp.2025.3672

The digital twin revolution: optimizing healthcare built environments for safety, efficiency, and resiliency

Elkashif, M., & Farag, A. A. (2026) · Elsevier eBooks · doi:10.1016/b978-0-443-45573-5.00020-3

Impacts of Trigger-based Physical Props and Collaboration in In-Silico Care Workflows

Eichhorn, C., Josupeit, J., Zhu, B., Pramer, W., Hess, M., Buetikofer, A., Krewer, C., Steinböck, M., Jahn, K., Saffert, A.-S., et al. (2026) · ACM Symposium on Spatial User Interaction (SUI) · doi:10.1145/3822518.3830069

Digital twins in hospital operations management: a structured review and quantitative content analysis of decision support, workflow engineering and resource allocation

Kayral, İ. H., & Yılmaz, S. T. (2026) · International Journal of Medical Informatics · doi:10.1016/j.ijmedinf.2026.106768

Safety-Constrained Digital Twin Synchronization for Performability Enhancement in Robotic Telesurgery

Deepika, J., Sarangdevot, S. S., & Munesh, C. T. (2026) · International Journal of Performability Engineering · doi:10.23940/ijpe.26.10.p6.610620

Experience Digital Twin for Humans and Robots

Inamura, T. (2022) · Journal of the Robotics Society of Japan · doi:10.7210/jrsj.40.567 · Cited by 1 · see citing works

Digital twins in robotics

Schlette, C. (2019) · doi:10.13140/rg.2.2.28174.02886

Digital Twins - Applications in Industrial Robotics

Schlette, C. (2018) · doi:10.13140/rg.2.2.35799.70565

Real-time optimization for a Digital Twin of a robotic cell with human operator

Albini, T., a., B., g., M., & Pranzo, M. (2022) · Use Siena air (University of Siena)