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Bibliometric Analysis of the Literature Regarding MRI-Linac: A Paradigm Shift in Radiation Oncology

Author

Listed:
  • Andrea Emanuele Guerini

    (Department of Radiation Oncology, University of Brescia and Spedali Civili Hospital, Piazzale Spedali Civili 1, 25123 Brescia, Italy)

  • Paolo Rondi

    (Radiology Unit, Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, University of Brescia, Spedali Civili, Piazzale Spedali Civili 1, 25123 Brescia, Italy)

  • Federico Mastroleo

    (Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, 20141 Milan, Italy
    Department of Oncology and Hemato-Oncology, University of Milan, 20141 Milan, Italy)

  • Stefania Volpe

    (Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, 20141 Milan, Italy
    Department of Oncology and Hemato-Oncology, University of Milan, 20141 Milan, Italy)

  • Stefano Riga

    (Medical Physics Department, ASST Spedali Civili Hospital, 25124 Brescia, Italy)

  • Stefania Nici

    (Medical Physics Department, ASST Spedali Civili Hospital, 25124 Brescia, Italy)

  • Marco Luzzara

    (Elekta AB, 103 93 Stockholm, Sweden)

  • Giulio Ferrazzi

    (Philips Healthcare, 20126 Milan, Italy)

  • Marco Krengli

    (Dipartimento di Scienze Chirurgiche Oncologiche e Gastroenterologiche, University of Padua, Via Giustiniani, 2, 35128 Padova, Italy
    Radiotherapy Unit, Istituto Oncologico Veneto IOV—IRCCS, Via Nicolò Giustiniani 2, 35128 Padua, Italy)

  • Davide Farina

    (Radiology Unit, Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, University of Brescia, Spedali Civili, Piazzale Spedali Civili 1, 25123 Brescia, Italy)

  • Luigi Spiazzi

    (Medical Physics Department, ASST Spedali Civili Hospital, 25124 Brescia, Italy
    Centro per lo Studio della Radioterapia guidata dalle Immagini e dai Biomarkers (BIO-RT), Dipartimento di Specialità Medico-Chirurgiche, Scienze Radiologiche e Sanità Pubblica—University of Brescia, Piazza del Mercato, 15, 25121 Brescia, Italy)

  • Barbara Alicja Jereczek-Fossa

    (Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, 20141 Milan, Italy
    Department of Oncology and Hemato-Oncology, University of Milan, 20141 Milan, Italy)

  • Marco Ravanelli

    (Radiology Unit, Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, University of Brescia, Spedali Civili, Piazzale Spedali Civili 1, 25123 Brescia, Italy)

  • Michela Buglione di Monale e Bastia

    (Department of Radiation Oncology, University of Brescia and Spedali Civili Hospital, Piazzale Spedali Civili 1, 25123 Brescia, Italy
    Centro per lo Studio della Radioterapia guidata dalle Immagini e dai Biomarkers (BIO-RT), Dipartimento di Specialità Medico-Chirurgiche, Scienze Radiologiche e Sanità Pubblica—University of Brescia, Piazza del Mercato, 15, 25121 Brescia, Italy)

Abstract

Background: By integrating an MRI scanner and a linear accelerator, MR-linac systems provide superior soft tissue imaging and allow to perform adaptive radiotherapy adjusted on daily anatomical changes. The advent of this technology represents a revolution in radiation oncology and could improve treatment accuracy and clinical outcomes. We performed a comprehensive bibliometric analysis with the aim of displaying the available scientific literature and trends regarding MR-linac. Methods: Scopus database was investigated, considering documents published up to 6 April 2025. Keywords encompassed terms related to “MR-linac” or “MRI-linac” and possible combinations and acronyms. BibTeX data file was imported into Biblioshiny (Bibliometrix package—v. 4.1.4) and analysis was conducted using R code (R version 4.3.2) and the Bibliometrix package (version 4.1.4). Results: A total of 1624 articles on MR-linac were identified. The number of annual publications gradually increased from 21 in 2008, peaking at 211 in 2022 and then remaining substantially stable in subsequent years. Most of the papers were original articles (79.2%) and the majority was published by the 10 journals with the largest output. Remarkably, of 6385 identified authors, over 85% were from one of the 10 most represented countries (including European, North American and Asian nations). Consistently, the 10 institutions with the larger output were North American, Australian or European and provided over 60% of the articles. International co-authorship was found in only 23.6% of the articles. Keyword and co-occurrence analyses identified MR-guided radiotherapy, SBRT, dosimetry, and adaptive strategies as core themes, with emerging trends in radiomics, diffusion metrics, and deep learning. Conclusions: Bibliometric analysis identified trends and patterns of scientific publications regarding MR-linac, highlighting a growing interest in the topic. Nonetheless, it should be considered that the majority of the papers were published by a few journals and over 85% of authors were from 10 countries, demonstrating an evident disparity across nations. Multicentric international research protocols and common frameworks could foster the transition towards collaborative practice-changing studies.

Suggested Citation

  • Andrea Emanuele Guerini & Paolo Rondi & Federico Mastroleo & Stefania Volpe & Stefano Riga & Stefania Nici & Marco Luzzara & Giulio Ferrazzi & Marco Krengli & Davide Farina & Luigi Spiazzi & Barbara A, 2026. "Bibliometric Analysis of the Literature Regarding MRI-Linac: A Paradigm Shift in Radiation Oncology," Data, MDPI, vol. 11(5), pages 1-12, April.
  • Handle: RePEc:gam:jdataj:v:11:y:2026:i:5:p:97-:d:1930235
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