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Kim Y, Kim G, Cho H, Kim Y, Choi M. Application of Patient-Generated Health Data Among Older Adults With Cancer: Scoping Review. J Med Internet Res 2025; 27:e57379. [PMID: 39903506 PMCID: PMC11836591 DOI: 10.2196/57379] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2024] [Revised: 11/05/2024] [Accepted: 12/16/2024] [Indexed: 02/06/2025] Open
Abstract
BACKGROUND The advancement of information and communication technologies has spurred a growing interest in and increased applications of patient-generated health data (PGHD). In particular, PGHD may be promising for older adults with cancer who have increased survival rates and experience a variety of symptoms. OBJECTIVE This scoping review aimed to identify the characteristics of research on PGHD as applied to older adults with cancer and to assess the current use of PGHD. METHODS Guided by Arksey and O'Malley as well as the JBI (Joanna Briggs Institute) methodology for scoping reviews, 6 electronic databases were searched: PubMed, Embase, CINAHL, Cochrane Library, Scopus, and Web of Science. In addition, the reference lists of the selected studies were screened to identify gray literature. The researchers independently screened the literature according to the predefined eligibility criteria. Data from the selected studies were extracted, capturing study, participant, and PGHD characteristics. RESULTS Of the 1090 identified studies, 88 were selected. The publication trend gradually increased, with a majority of studies published since 2017 (69/88, 78%). Almost half of the studies were conducted in North America (38/88, 43%), followed by Europe (30/88, 34%). The most common setting in which the studies were conducted was the participant's home (69/88, 78%). The treatment status varied; the median sample size was 50 (IQR 33.8-84.0). The devices that were used to measure the PGHD were classified as research-grade wearable devices (57/113, 50.4%), consumer-grade wearable devices (28/113, 24.8%), or smartphones or tablet PCs for mobile apps (23/113, 20.4%). More than half of the studies measured physical activity (69/123, 56.1%), followed by patient-reported outcomes (23/123, 18.7%), vital signs (13/123, 10.6%), and sleep (12/123, 9.8%). The PGHD were mainly collected passively (63/88, 72%), and active collection methods were used from 2015 onward (20/88, 23%). In this review, the stages of PGHD use were classified as follows: (1) identification, monitoring, review, and analysis (88/88, 100%); (2) feedback and reporting (32/88, 39%); (3) motivation (30/88, 34%); and (4) education and coaching (19/88, 22%). CONCLUSIONS This scoping review provides a comprehensive summary of the overall characteristics and use stages of PGHD in older adults with various types and stages of cancer. Future research should emphasize the use of PGHD, which interacts with patients to provide patient-centered care through patient engagement. By enhancing symptom monitoring, enabling timely interventions, and promoting patient involvement, PGHD have the potential to improve the well-being of older adults with cancer, contributing to better health management and quality of life. Therefore, our findings may provide valuable insights into PGHD that health care providers and researchers can use for geriatric cancer care. TRIAL REGISTRATION Open Science Framework Registry OSF.IO/FZRD5; https://doi.org/10.17605/OSF.IO/FZRD5.
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Affiliation(s)
- Yesol Kim
- College of Nursing and Brain Korea 21 FOUR Project, Yonsei University, Seoul, Republic of Korea
- College of Nursing, Gyeongsang National University, Jinju, Republic of Korea
| | - Geonah Kim
- Severance Hospital, Yonsei University Health System, Seoul, Republic of Korea
| | - Hyeonmi Cho
- Mo-Im Kim Nursing Research Institute, College of Nursing, Yonsei University, Seoul, Republic of Korea
- Research Institute of AI and Nursing Science, College of Nursing, Gachon University, Incheon, Republic of Korea
| | - Yeonju Kim
- College of Nursing and Brain Korea 21 FOUR Project, Yonsei University, Seoul, Republic of Korea
| | - Mona Choi
- Mo-Im Kim Nursing Research Institute, College of Nursing, Yonsei University, Seoul, Republic of Korea
- Yonsei Evidence Based Nursing Centre, A JBI Affiliated Group, Seoul, Republic of Korea
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Tuominen L, Leino-Kilpi H, Poraharju J, Cabutto D, Carrion C, Lehtiö L, Moretó S, Stolt M, Sulosaari V, Virtanen H. Interactive digital tools to support empowerment of people with cancer: a systematic literature review. Support Care Cancer 2024; 32:396. [PMID: 38816629 PMCID: PMC11139693 DOI: 10.1007/s00520-024-08545-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Accepted: 05/03/2024] [Indexed: 06/01/2024]
Abstract
PURPOSE To identify and synthesise interactive digital tools used to support the empowerment of people with cancer and the outcomes of these tools. METHODS A systematic literature review was conducted using PubMed, CINAHL, Web of Science, Cochrane, Eric, Scopus, and PsycINFO databases in May 2023. Inclusion criteria were patient empowerment as an outcome supported by interactive digital tools expressed in study goal, methods or results, peer-reviewed studies published since 2010 in cancer care. Narrative synthesis was applied, and the quality of the studies was assessed following Joanna Briggs Institute checklists. RESULTS Out of 1571 records screened, 39 studies published in 2011-2022 with RCT (17), single-arm trial (15), quasi-experimental (1), and qualitative designs (6) were included. A total of 30 interactive digital tools were identified to support empowerment (4) and related aspects, such as self-management (2), coping (4), patient activation (9), and self-efficacy (19). Significant positive effects were found on empowerment (1), self-management (1), coping (1), patient activation (2), and self-efficacy (10). Patient experiences were positive. Interactivity occurred with the tool itself (22), peers (7), or nurses (7), physicians (2), psychologists, (2) or social workers (1). CONCLUSION Interactive digital tools have been developed extensively in recent years, varying in terms of content and methodology, favouring feasibility and pilot designs. In all of the tools, people with cancer are either active or recipients of information. The research evidence indicates positive outcomes for patient empowerment through interactive digital tools. Thus, even though promising, there still is need for further testing of the tools.
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Affiliation(s)
- Leena Tuominen
- Department of Nursing Science, University of Turku, Turku, Finland.
| | - Helena Leino-Kilpi
- University of Turku FI and Wellbeing Services County of Southwest Finland, University of Turku FI, Turku University Hospital, Turku, Finland.
| | - Jenna Poraharju
- Department of Nursing Science, University of Turku, Turku, Finland
| | - Daniela Cabutto
- eHealth Lab Research Group, School of Health Sciences and eHealth Center, Universitat Oberta de Catalunya, Barcelona, Spain
| | - Carme Carrion
- eHealth Lab Research Group, Faculty of Health Sciences Studies, E-Health Center, School of Health Sciences and eHealth Center, Universitat Oberta de Catalunya, Barcelona, Spain
| | - Leeni Lehtiö
- Turku University Library, University of Turku, Turku, Finland
| | - Sónia Moretó
- eHealth Lab Research Group, School of Health Sciences and eHealth Center, Universitat Oberta de Catalunya, Barcelona, Spain
| | - Minna Stolt
- Department of Nursing Science, University of Turku, Turku, Finland
- Wellbeing Services County of Satakunta, Pori, Finland
| | - Virpi Sulosaari
- Health and Well-Being, Turku University of Applied Sciences, Turku, Finland
- Research Advancing Supportive Cancer and Palliative care (CARE) - research group, Turku, Finland
- European Oncology Nursing Society, Brussels, Belgium
| | - Heli Virtanen
- Department of Nursing Science, University of Turku, Turku, Finland
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Serra-Blasco M, Souto-Sampera A, Medina JC, Flix-Valle A, Ciria-Suarez L, Arizu-Onassis A, Ruiz-Romeo M, Jansen F, Rodríguez A, Pernas S, Ochoa-Arnedo C. Cognitive-enhanced eHealth psychosocial stepped intervention for managing breast cancer-related cognitive impairment: Protocol for a randomized controlled trial. Digit Health 2024; 10:20552076241257082. [PMID: 39070895 PMCID: PMC11273701 DOI: 10.1177/20552076241257082] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2023] [Accepted: 05/08/2024] [Indexed: 07/30/2024] Open
Abstract
Introduction Breast cancer often leads to cancer-related cognitive impairment (CRCI), which includes both objective and subjective cognitive deficits. While psychosocial interventions benefit quality of life and distress reduction, their impact on cognitive deficits is uncertain. This study evaluates the integration of a cognitive module into a digital psychosocial intervention for breast cancer patients. Methods In this randomized controlled trial (RCT), 88 recently diagnosed breast cancer (BC) patients will receive the ICOnnecta't program (control group) - a digital stepped intervention addressing a variety of psychosocial needs. The experimental group (n = 88) will receive ICOnnecta't plus a cognitive module. Assessments at baseline, 3, 6, and 12 months will measure the interventions' impact on cognition, emotional distress, medication adherence, quality of life, post-traumatic stress, work functioning and healthcare experience. Feasibility and cost-utility analyses will also be conducted. Results The cognitive module includes three levels. The first level contains a cognitive screening using FACT-Cog Perceived Cognitive Impairment (PCI). Patients with PCI <54 progress to a cognitive psychoeducational campus (Level 2) with content on cognitive education, behavioural strategies and mindfulness. Patients with persistent or worsened PCI (≥6) after 3 months move to Level 3, an online cognitive training through CogniFit software delivered twice a week over 12 weeks. Conclusions This study assesses whether integrating a cognitive module into a digital psychosocial intervention improves objective and subjective cognition in breast cancer patients. Secondary outcomes explore cognitive improvement's impact on psychosocial variables. The research will contribute to testing efficacious approaches for detecting and addressing cognitive dysfunction in breast cancer patients. Trial registration ClinicalTrials.gov, NCT06103318. Registered 26 October 2023, https://classic.clinicaltrials.gov/ct2/show/NCT06103318?term=serra-blasco&draw=2&rank=4.
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Affiliation(s)
- Maria Serra-Blasco
- ICOnnecta’t Digital Health Program, Catalan Institute of Oncology, Hospitalet del Llobregat, Spain
- The Bellvitge Biomedical Research Institute IDIBELL, Psychooncology and Digital Health Group, Hospitalet del Llobregat, Spain
- Mental Health Networking Biomedical Research Centre (CIBERSAM), Carlos III Health Institute, Barcelona, Spain
| | - Arnau Souto-Sampera
- ICOnnecta’t Digital Health Program, Catalan Institute of Oncology, Hospitalet del Llobregat, Spain
- The Bellvitge Biomedical Research Institute IDIBELL, Psychooncology and Digital Health Group, Hospitalet del Llobregat, Spain
- Department of Clinical Psychology and Psychobiology, Universitat de Barcelona, Barcelona, Spain
| | - Joan C. Medina
- The Bellvitge Biomedical Research Institute IDIBELL, Psychooncology and Digital Health Group, Hospitalet del Llobregat, Spain
- Department of Psychology and Education Sciences, Universitat Oberta de Catalunya, Barcelona, Spain
| | - Aida Flix-Valle
- ICOnnecta’t Digital Health Program, Catalan Institute of Oncology, Hospitalet del Llobregat, Spain
- The Bellvitge Biomedical Research Institute IDIBELL, Psychooncology and Digital Health Group, Hospitalet del Llobregat, Spain
- Department of Clinical Psychology and Psychobiology, Universitat de Barcelona, Barcelona, Spain
| | - Laura Ciria-Suarez
- ICOnnecta’t Digital Health Program, Catalan Institute of Oncology, Hospitalet del Llobregat, Spain
- The Bellvitge Biomedical Research Institute IDIBELL, Psychooncology and Digital Health Group, Hospitalet del Llobregat, Spain
| | - Alejandra Arizu-Onassis
- The Bellvitge Biomedical Research Institute IDIBELL, Psychooncology and Digital Health Group, Hospitalet del Llobregat, Spain
- Department of Clinical Psychology and Psychobiology, Universitat de Barcelona, Barcelona, Spain
| | - Marina Ruiz-Romeo
- The Bellvitge Biomedical Research Institute IDIBELL, Psychooncology and Digital Health Group, Hospitalet del Llobregat, Spain
- Department of Clinical Psychology and Psychobiology, Universitat de Barcelona, Barcelona, Spain
| | - Femke Jansen
- Department of Otolaryngology-Head and Neck Surgery, Amsterdam UMC, VUmc Cancer Center Amsterdam, Amsterdam, The Netherlands
- Cancer Center Amsterdam (CCA), Amsterdam UMC, Amsterdam, The Netherlands
| | - Ana Rodríguez
- Breast Cancer Functional Unit, Catalan Institute of Oncology, Hospitalet del Llobregat, Spain
| | - Sonia Pernas
- Breast Cancer Functional Unit, Catalan Institute of Oncology, Hospitalet del Llobregat, Spain
| | - Cristian Ochoa-Arnedo
- ICOnnecta’t Digital Health Program, Catalan Institute of Oncology, Hospitalet del Llobregat, Spain
- The Bellvitge Biomedical Research Institute IDIBELL, Psychooncology and Digital Health Group, Hospitalet del Llobregat, Spain
- Department of Clinical Psychology and Psychobiology, Universitat de Barcelona, Barcelona, Spain
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Schuit AS, Rienks MM, Hooghiemstra N, Jansen F, Lissenberg-Witte BI, Cuijpers P, Leeuw IMVD, Holtmaat K. Reach and efficacy of the eHealth application Oncokompas, facilitating partners of incurably ill cancer patients to self-manage their caregiver needs: a randomized controlled trial. Support Care Cancer 2022; 30:10191-10201. [PMID: 36367563 PMCID: PMC9650170 DOI: 10.1007/s00520-022-07441-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2022] [Accepted: 10/30/2022] [Indexed: 11/13/2022]
Abstract
Abstract
Purpose
Many partners of incurably ill cancer patients experience caregiver burden. The eHealth application “Oncokompas” supports these partners to manage their caregiver needs and to find optimal supportive care for themselves. The aim of this randomized controlled trial (RCT) was to investigate the reach of Oncokompas and its efficacy on caregiver burden, self-efficacy, and health-related quality of life (HRQOL).
Methods
The reach was estimated based on eligibility, participation rate, and an evaluation of the recruitment process. Efficacy on caregiver burden was measured using the Caregiver Strain Index + (CSI +). Secondary outcomes were self-efficacy (General Self-Efficacy Scale (GSE)) and HRQOL (EQ-5D VAS). Assessments were scheduled at baseline, 2 weeks after randomization and 3 months after baseline. Linear mixed models were used to compare longitudinal changes between the experimental and control group from baseline to the 3-month follow-up.
Results
The reach, in terms of eligibility and participation rate, was estimated at 83–91%. Partners were most likely reached via palliative care consultants, patient organizations, and palliative care networks. In the one-and-a-half-year recruitment period and via the 101 organizations involved, 58 partners were included. There were no significant effects of Oncokompas on caregiver burden, self-efficacy, or HRQOL.
Conclusion
The reach of Oncokompas among interested individuals was high, but the difficulties that were encountered to include partners suggest that the reach in real life may be lower. This study showed no effect of Oncokompas on caregiver burden, self-efficacy, or HRQOL in partners of incurably ill cancer patients.
Relevance
The results of this study may be used in the process of developing, efficacy testing, and implementing eHealth applications for caregivers of incurably ill cancer patients.
Trial registration
Netherlands Trial Register identifier: NTR7636/NL7411. Registered on November 23, 2018 (https://www.trialregister.nl/).
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Content features and its implementation in novel app-based psycho-oncological interventions for cancer survivors: a narrative review. Curr Opin Oncol 2022; 34:313-319. [PMID: 35837701 DOI: 10.1097/cco.0000000000000836] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
PURPOSE OF REVIEW The interest in and availability of app-based psycho-oncological interventions for cancer survivors has grown rapidly. In this narrative review, we therefore aim to provide an overview of the psychological content features included in psycho-oncological apps and how the content is implemented in the apps. RECENT FINDINGS A total of 19 studies (six randomized controlled trials, six studies with prepost design, five study protocols and two app developments), all published in the last 18 months (July 2020 to December 2021), were analyzed in terms of the described app-based interventions and their psycho-oncological content. Apps for cancer survivors are conducted for a variety of different diagnoses and often target a specific patient population, for example patients with a specific therapy. The most frequent content features are psychoeducation, self-monitoring of symptoms, and some sort of exercise or relaxation program. Depending on the app's purpose, some offer specific content, such as decision aids, medication schedules or modules to improve coping strategies. Most apps combine informative and interactive elements. SUMMARY Psycho-oncological apps for cancer survivors target many relevant psychological problem areas and aim to improve patient empowerment. Available mHealth interventions can therefore be seen as a good complement for cancer care and also offer the possibility to improve patient involvement.
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Schuit AS, Holtmaat K, Lissenberg-Witte BI, Eerenstein SE, Zijlstra JM, Eeltink C, Becker-Commissaris A, van Zuylen L, van Linde ME, Menke-van der Houven van Oordt CW, Sommeijer DW, Verbeek N, Bosscha K, Tewarie RN, Sedee RJ, de Bree R, de Graeff A, de Vos F, Cuijpers P, Verdonck-de Leeuw IM. Efficacy of the eHealth application Oncokompas, facilitating incurably ill cancer patients to self-manage their palliative care needs: A randomized controlled trial. THE LANCET REGIONAL HEALTH. EUROPE 2022; 18:100390. [PMID: 35496496 PMCID: PMC9046636 DOI: 10.1016/j.lanepe.2022.100390] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
BACKGROUND Many patients with incurable cancer have symptoms affecting their health-related quality of life. The eHealth application 'Oncokompas' supports patients to take an active role in managing their palliative care needs, to reduce symptoms and improve health-related quality of life (HRQOL). This randomized controlled trial was conducted to determine the efficacy of Oncokompas compared to care as usual among incurably ill cancer patients with a life expectancy of more than three months. METHODS Patients were recruited in six hospitals in the Netherlands. Eligible patients were randomly assigned to the intervention (direct access to Oncokompas) or the control group (access to Oncokompas after three months). The primary outcome measure was patient activation (i.e., patients' knowledge, skills and confidence for self-management). Secondary outcomes were general self-efficacy and HRQOL. Measures were assessed at baseline, two weeks after randomization, and three months after the baseline measurement. Linear mixed models were used to compare longitudinal changes between both groups from baseline to the three-month follow-up. FINDINGS In total, 219 patients were eligible of which 138 patients completed the baseline questionnaire (response rate 63%), and were randomized to the intervention (69) or control group (69). There were no significant differences between the intervention and control group over time in patient activation (estimated difference in change T0-T2; 1·8 (90% CI: -1·0 to 4·7)), neither in general self-efficacy and HRQOL. Of the patients in the intervention group who activated their account, 74% used Oncokompas as intended. The course of patient activation, general self-efficacy, and HRQOL was not significantly different between patients who used Oncokompas as intended versus those who did not. INTERPRETATION Among incurably ill cancer patients with a life expectancy of more than three months and recruited in the hospital setting, Oncokompas did not significantly improve patient activation, self-efficacy, or HRQOL. FUNDING ZonMw, Netherlands Organization for Health Research and Development (844001105).
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Affiliation(s)
- Anouk S. Schuit
- Department of Clinical, Neuro and Developmental Psychology, Faculty of Behavioral and Movement Sciences, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, the Netherlands
- Cancer Center Amsterdam (CCA), Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - Karen Holtmaat
- Department of Clinical, Neuro and Developmental Psychology, Faculty of Behavioral and Movement Sciences, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, the Netherlands
- Cancer Center Amsterdam (CCA), Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | | | - Simone E.J. Eerenstein
- Amsterdam UMC, Vrije Universiteit Amsterdam, Otolaryngology – Head and Neck Surgery, Cancer Center Amsterdam, Amsterdam, the Netherlands
| | - Josée M. Zijlstra
- Department of Hematology, Amsterdam UMC, Vrije Universiteit Amsterdam, Cancer Center Amsterdam, Amsterdam, the Netherlands
| | - Corien Eeltink
- Department of Hematology, Amsterdam UMC, Vrije Universiteit Amsterdam, Cancer Center Amsterdam, Amsterdam, the Netherlands
| | - Annemarie Becker-Commissaris
- Department of Pulmonary Diseases, Amsterdam UMC, Vrije Universiteit Amsterdam, Cancer Center Amsterdam, Amsterdam, the Netherlands
| | - Lia van Zuylen
- Department of Medical Oncology, Amsterdam UMC, Vrije Universiteit Amsterdam, Cancer Center Amsterdam, Amsterdam, the Netherlands
| | - Myra E. van Linde
- Department of Medical Oncology, Amsterdam UMC, Vrije Universiteit Amsterdam, Cancer Center Amsterdam, Amsterdam, the Netherlands
| | | | - Dirkje W. Sommeijer
- Department of Medical Oncology, Amsterdam UMC, Vrije Universiteit Amsterdam, Cancer Center Amsterdam, Amsterdam, the Netherlands
- Department of Internal Medicine, Flevo Hospital, Almere, the Netherlands
| | - Nol Verbeek
- Department of Oncology, St. Antonius hospital, Utrecht, the Netherlands
| | - Koop Bosscha
- Department of Surgery, Jeroen Bosch hospital, Den Bosch, the Netherlands
| | | | - Robert-Jan Sedee
- Department of Otolaryngology, Head and Neck Surgery, Haaglanden MC, The Hague, the Netherlands
| | - Remco de Bree
- Department of Head and Neck Surgical Oncology, University Medical Center Utrecht, University Utrecht, the Netherlands
| | - Alexander de Graeff
- Department of Medical Oncology, Cancer Center, University Medical Center Utrecht, University Utrecht, the Netherlands
| | - Filip de Vos
- Department of Medical Oncology, Cancer Center, University Medical Center Utrecht, University Utrecht, the Netherlands
| | - Pim Cuijpers
- Department of Clinical, Neuro and Developmental Psychology, Faculty of Behavioral and Movement Sciences, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, the Netherlands
| | - Irma M. Verdonck-de Leeuw
- Department of Clinical, Neuro and Developmental Psychology, Faculty of Behavioral and Movement Sciences, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, the Netherlands
- Cancer Center Amsterdam (CCA), Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
- Amsterdam UMC, Vrije Universiteit Amsterdam, Otolaryngology – Head and Neck Surgery, Cancer Center Amsterdam, Amsterdam, the Netherlands
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