BIM and Data Science for Healthcare Facilities

  • 181

    Total views and downloads

About this Research Topic

Submission deadlines

  1. Manuscript Summary Submission Deadline 15 May 2025 | Manuscript Submission Deadline 2 September 2025

  2. This Research Topic is still accepting articles.

Background

Healthcare facilities face the increasing pressure of delivering better service for patients and staff and enhancing the efficiency of buildings on top of increasing financial pressure. The O&M phase of healthcare buildings is complex and data-intensive and demands integrated and robust information management through data-rich environments such as Building Information Modelling integrated with data science to unlock its full potential. However, integrating these fields for effective implementations in real-world settings remains a challenge. This special issue topic explores the intersection of Building Information Modeling and data science in revolutionizing healthcare facility operations. We invite contributions investigating data-driven approaches leveraging BIM for optimizing space utilization, enhancing patient flow, predicting maintenance needs, and improving energy efficiency in healthcare settings. Studies employing machine learning, AI, and advanced analytics integrated with BIM are particularly encouraged.


Bridging the Gap Between BIM Potentials and Real-World Impact in Healthcare

The potential of BIM has been realized in various fields of the Built Environment and BIM holds immense promise for transforming healthcare facilities into smarter, more efficient, and patient-centric environments, however, its real-world impact remains limited. Healthcare facilities are complex environments that have a direct effect on the quality of healthcare delivery and therefore the wellbeing of patients and staff. Unlocking the full potential of BIM in such environments through interdisciplinary research that explores cutting-edge technologies and data-driven insight can potentially address this research gap. Recent advances such as Open BIM standards and platforms to promote data exchange and collaboration and enable practical implementations, semantic web technologies to facilitate advanced analysis and support decision-making in healthcare facility management, integrating predictive analytics with BIM models through learning algorithms, making BIM data accessible to healthcare professionals through human-centered system design and user-friendly data visualization and interfaces, could enable to achieve the aim to advance knowledge and foster innovation at the intersection of BIM and data science.

We welcome submissions exploring:
· AI-powered predictive maintenance in healthcare facilities
· BIM-enabled decision models for Healthcare management
· Interoperability Challenges and Solutions for Integrating Healthcare Data Sources
· Cyber-physical system architecture for healthcare facility management
· BIM-integrated platforms for real-time facility monitoring data management, patient flow, and resource allocation
· Data standardization, communication protocols, and security considerations of healthcare facility data
· Data visualization and interface design for healthcare stakeholders
· Ethical implications of using healthcare data in BIM
· Digital Twins for healthcare facilities

We are particularly interested in case studies presenting practical applications, novel methodology papers, and state-of-the-art literature review papers. Contributions should clearly articulate the role of BIM and data science in addressing specific challenges and opportunities within healthcare facilities.

Article types and fees

This Research Topic accepts the following article types, unless otherwise specified in the Research Topic description:

  • Editorial
  • Hypothesis and Theory
  • Methods
  • Mini Review
  • Opinion
  • Original Research
  • Perspective
  • Review

Articles that are accepted for publication by our external editors following rigorous peer review incur a publishing fee charged to Authors, institutions, or funders.

Keywords: BIM, Healthcare, Impact, Models, Management

Important note: All contributions to this Research Topic must be within the scope of the section and journal to which they are submitted, as defined in their mission statements. Frontiers reserves the right to guide an out-of-scope manuscript to a more suitable section or journal at any stage of peer review.

Frequently asked questions

  • Frontiers' Research Topics are collaborative hubs built around an emerging theme.Defined, managed, and led by renowned researchers, they bring communities together around a shared area of interest to stimulate collaboration and innovation.

    Unlike section journals, which serve established specialty communities, Research Topics are pioneer hubs, responding to the evolving scientific landscape and catering to new communities.

  • The goal of Frontiers' publishing program is to empower research communities to actively steer the course of scientific publishing. Our program was implemented as a three-part unit with fixed field journals, flexible specialty sections, and dynamically emerging Research Topics, connecting communities of different sizes and maturity.

    Research Topics originate from the scientific community. Many of our Research Topics are suggested by existing editorial board members who have identified critical challenges or areas of interest in their field.

  • As an editor, Research Topics will help you build your journal, as well as your community, around emerging, cutting-edge research. As research trailblazers, Research Topics attract high-quality submissions from leading experts all over the world.

    A thriving Research Topic can potentially evolve into a new specialty section if there is sustained interest and a growing community around it.

  • Each Research Topic must be approved by the specialty chief editor, and it falls under the editorial oversight of our editorial boards, supported by our in-house research integrity team. The same standards and rigorous peer review processes apply to articles published as part of a Research Topic as for any other article we publish.

    In 2023, 80% of the Research Topics we published were edited or co-edited by our editorial board members, who are already familiar with their journal's scope, ethos, and publishing model. All other topics are guest edited by leaders in their field, each vetted and formally approved by the specialty chief editor.

  • Publishing your article within a Research Topic with other related articles increases its discoverability and visibility, which can lead to more views, downloads, and citations. Research Topics grow dynamically as more published articles are added, causing frequent revisiting, and further visibility.

    As Research Topics are multidisciplinary, they are cross-listed in several fields and section journals – increasing your reach even more and giving you the chance to expand your network and collaborate with researchers in different fields, all focusing on expanding knowledge around the same important topic.

    Our larger Research Topics are also converted into ebooks and receive social media promotion from our digital marketing team.

  • Frontiers offers multiple article types, but it will depend on the field and section journals in which the Research Topic will be featured. The available article types for a Research Topic will appear in the drop-down menu during the submission process.

    Check available article types here 

  • Yes, we would love to hear your ideas for a topic. Most of our Research Topics are community-led and suggested by researchers in the field. Our in-house editorial team will contact you to talk about your idea and whether you’d like to edit the topic. If you’re an early-stage researcher, we will offer you the opportunity to coordinate your topic, with the support of a senior researcher as the topic editor. 

    Suggest your topic here 

  • A team of guest editors (called topic editors) lead their Research Topic. This editorial team oversees the entire process, from the initial topic proposal to calls for participation, the peer review, and final publications.

    The team may also include topic coordinators, who help the topic editors send calls for participation, liaise with topic editors on abstracts, and support contributing authors. In some cases, they can also be assigned as reviewers.

  • As a topic editor (TE), you will take the lead on all editorial decisions for the Research Topic, starting with defining its scope. This allows you to curate research around a topic that interests you, bring together different perspectives from leading researchers across different fields and shape the future of your field. 

    You will choose your team of co-editors, curate a list of potential authors, send calls for participation and oversee the peer review process, accepting or recommending rejection for each manuscript submitted.

  • As a topic editor, you're supported at every stage by our in-house team. You will be assigned a single point of contact to help you on both editorial and technical matters. Your topic is managed through our user-friendly online platform, and the peer review process is supported by our industry-first AI review assistant (AIRA).

  • If you’re an early-stage researcher, we will offer you the opportunity to coordinate your topic, with the support of a senior researcher as the topic editor. This provides you with valuable editorial experience, improving your ability to critically evaluate research articles and enhancing your understanding of the quality standards and requirements for scientific publishing, as well as the opportunity to discover new research in your field, and expand your professional network.

  • Yes, certificates can be issued on request. We are happy to provide a certificate for your contribution to editing a successful Research Topic.

  • Research Topics thrive on collaboration and their multi-disciplinary approach around emerging, cutting-edge themes, attract leading researchers from all over the world.

  • As a topic editor, you can set the timeline for your Research Topic, and we will work with you at your pace. Typically, Research Topics are online and open for submissions within a few weeks and remain open for participation for 6 – 12 months. Individual articles within a Research Topic are published as soon as they are ready.

    Find out more about our Research Topics

  • Our fee support program ensures that all articles that pass peer review, including those published in Research Topics, can benefit from open access – regardless of the author's field or funding situation.

    Authors and institutions with insufficient funding can apply for a discount on their publishing fees. A fee support application form is available on our website.

  • In line with our mission to promote healthy lives on a healthy planet, we do not provide printed materials. All our articles and ebooks are available under a CC-BY license, so you can share and print copies.

Manuscripts can be submitted to this Research Topic via the main journal or any other participating journal.

Impact

  • 181Topic views
View impact