Clinical governance and systemic resilience in high complexity: the intersection between hemotherapy, intensive care medicine, occupational health, and predictive intelligence in mitigating adverse events

Clinical governance and systemic resilience in high complexity: the intersection between hemotherapy, intensive care medicine, occupational health, and predictive intelligence in mitigating adverse events

Authors

  • Silvia Regina da Silva Avila Vilihovetchi Faculdade de Medicina de Petrópolis - Universidade Federal do Rio de Janeiro - Faculdade Redentor - Universidade de Taubaté Author

DOI:

https://doi.org/10.51473/rcmos.v1i2.2025.2172

Keywords:

Clinical Governance. Intensive Care Medicine. Hemotherapy. Predictive Intelligence. Value-Based Healthcare.

Abstract

The fragmentation of care in high-complexity hospital units constitutes one of the main vectors of preventable morbidity and mortality and allocative inefficiency in global healthcare systems. This scientific article proposes a multidisciplinary investigation into the integration of critical clinical protocols, grounded in the convergence of Intensive Care Medicine, Translational Hematology, Quality Management Systems (QMS), Data Science, and Occupational Medicine. The methodology employed consists of an analytical-deductive review of medical and hospital management literature, correlating the precepts of Patient Blood Management (PBM), Antimicrobial Stewardship, the use of predictive algorithms, and cognitive ergonomics in high-tension environments. The study is structured on the dissection of latent failures in transfusions, pharmacoeconomic optimization in the face of bacterial resistance, the transition to Value-Based Healthcare (VBHC), and the impact of occupational health on the prevention of medical errors. The theoretical results attest that excellence accreditation and the reduction of hospital length of stay require a holistic clinical governance that simultaneously protects the homeostasis of the critically ill patient, institutional financial sustainability, and the neurophysiological integrity of the healthcare workforce. It is concluded that the contemporary medical manager acts as the architect of hospital reliability, harmonizing advanced biology, algorithmic modeling, and operational safety. 

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Author Biography

  • Silvia Regina da Silva Avila Vilihovetchi, Faculdade de Medicina de Petrópolis - Universidade Federal do Rio de Janeiro - Faculdade Redentor - Universidade de Taubaté

    Médica (Faculdade de Medicina de Petrópolis, 1994). - Especialista em Hematologia (Universidade Federal do Rio de Janeiro - UFRJ, 2001). Especialista em Medicina Intensiva (Faculdade Redentor, 2013). - Especialista em Medicina do Trabalho (Universidade de Taubaté - UNITAU, 2025). - Diretora Técnica e Gestora de Serviços de Hemoterapia. 

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Published

2025-10-16

How to Cite

VILIHOVETCHI, Silvia Regina da Silva Avila. Clinical governance and systemic resilience in high complexity: the intersection between hemotherapy, intensive care medicine, occupational health, and predictive intelligence in mitigating adverse events: Clinical governance and systemic resilience in high complexity: the intersection between hemotherapy, intensive care medicine, occupational health, and predictive intelligence in mitigating adverse events. Multidisciplinary Scientific Journal The Knowledge, Brasil, v. 1, n. 2, 2025. DOI: 10.51473/rcmos.v1i2.2025.2172. Disponível em: https://submissoesrevistarcmos.com.br/rcmos/article/view/2172. Acesso em: 20 apr. 2026.