1
|
Bonfitto GR, Roletto A, Savardi M, Fasulo SV, Catania D, Signoroni A. Harnessing ChatGPT dialogues to address claustrophobia in MRI - A radiographers' education perspective. Radiography (Lond) 2024; 30:737-744. [PMID: 38428198 DOI: 10.1016/j.radi.2024.02.015] [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: 12/29/2023] [Revised: 02/19/2024] [Accepted: 02/20/2024] [Indexed: 03/03/2024]
Abstract
INTRODUCTION The healthcare sector invests significantly in communication skills training, but not always with satisfactory results. Recently, generative Large Language Models, have shown promising results in medical education. This study aims to use ChatGPT to simulate radiographer-patient conversations about the critical moment of claustrophobia management during MRI, exploring how Artificial Intelligence can improve radiographers' communication skills. METHODS This study exploits specifically designed prompts on ChatGPT-3.5 and ChatGPT-4 to generate simulated conversations between virtual claustrophobic patients and six radiographers with varying levels of work experience focusing on their differences in model size and language generation capabilities. Success rates and responses were analysed. The methods of radiographers in convincing virtual patients to undergo MRI despite claustrophobia were also evaluated. RESULTS A total of 60 simulations were conducted, achieving a success rate of 96.7% (58/60). ChatGPT-3.5 exhibited errors in 40% (12/30) of the simulations, while ChatGPT-4 showed no errors. In terms of radiographers' communication during the simulations, out of 164 responses, 70.2% (115/164) were categorized as "Supportive Instructions," followed by "Music Therapy" at 18.3% (30/164). Experts mainly used "Supportive Instructions" (82.2%, 51/62) and "Breathing Techniques" (9.7%, 6/62). Intermediate participants favoured "Music Therapy" (26%, 13/50), while Beginner participants frequently utilized "Mild Sedation" (15.4%, 8/52). CONCLUSION The simulation of clinical scenarios via ChatGPT proves valuable in assessing and testing radiographers' communication skills, especially in managing claustrophobic patients during MRI. This pilot study highlights the potential of ChatGPT in preclinical training, recognizing different training needs at different levels of professional experience. IMPLICATIONS FOR PRACTICE This study is relevant in radiography practice, where AI is increasingly widespread, as it explores a new way to improve the training of radiographers.
Collapse
Affiliation(s)
- G R Bonfitto
- Department of Information Engineering, University of Brescia, Via Branze 38, 25123 Brescia, Italy; IRCCS Ospedale San Raffaele, Via Olgettina 60, 20132 Milano, Italy.
| | - A Roletto
- Department of Mechanical and Industrial Engineering, Università degli Studi di Brescia, Via Branze 38, 25123 Brescia, Italy; IRCCS Ospedale San Raffaele, Via Olgettina 60, 20132 Milano, Italy.
| | - M Savardi
- Department of Medical and Surgical Specialties, Radiological Sciences, and Public Health, University of Brescia, Viale Europa 11, 25121, Brescia, Italy.
| | - S V Fasulo
- IRCCS Ospedale San Raffaele, Via Olgettina 60, 20132 Milano, Italy.
| | - D Catania
- IRCCS Ospedale San Raffaele, Via Olgettina 60, 20132 Milano, Italy.
| | - A Signoroni
- Department of Medical and Surgical Specialties, Radiological Sciences, and Public Health, University of Brescia, Viale Europa 11, 25121, Brescia, Italy.
| |
Collapse
|
2
|
Brandi N, Renzulli M. Towards a Simplified and Cost-Effective Diagnostic Algorithm for the Surveillance of Intraductal Papillary Mucinous Neoplasms (IPMNs): Can We Save Contrast for Later? Cancers (Basel) 2024; 16:905. [PMID: 38473267 DOI: 10.3390/cancers16050905] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2024] [Revised: 02/20/2024] [Accepted: 02/21/2024] [Indexed: 03/14/2024] Open
Abstract
The increased detection of pancreatic cysts in recent years has triggered extensive diagnostic investigations to clarify their potential risk of malignancy, resulting in a large number of patients undergoing numerous imaging follow-up studies for many years. Therefore, there is a growing need for optimization of the current surveillance protocol to reduce both healthcare costs and waiting lists, while still maintaining appropriate sensibility and specificity. Imaging is an essential tool for evaluating patients with intraductal papillary mucinous neoplasms (IPMNs) since it can assess several predictors for malignancy and thus guide further management recommendations. Although contrast-enhanced magnetic resonance imaging (MRI) with magnetic resonance cholangiopancreatography (MRCP) has been widely recommended by most international guidelines, recent results support the use of unenhanced abbreviated-MRI (A-MRI) protocols as a surveillance tool in patients with IPMN. In fact, A-MRI has shown high diagnostic performance in malignant detection, with high sensitivity and specificity as well as excellent interobserver agreement. The aim of this paper is, therefore, to discuss the current available evidence on whether the implementation of an abbreviated-MRI (A-MRI) protocol for cystic pancreatic lesion surveillance could improve healthcare economics and reduce waiting lists in clinical practice without significantly reducing diagnostic accuracy.
Collapse
Affiliation(s)
- Nicolò Brandi
- Department of Radiology, Alma Mater Studiorum University of Bologna, 40138 Bologna, Italy
- Department of Radiology, AUSL Romagna, 48018 Faenza, Italy
| | - Matteo Renzulli
- Department of Radiology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
| |
Collapse
|
3
|
Iweka E, Holmes S. Addressing the communication needs of cancer patients for Magnetic Resonance Imaging (MRI) investigations-A phenomenological study on the experiences of MRI radiographers. Radiography (Lond) 2024; 30:6-12. [PMID: 37864988 DOI: 10.1016/j.radi.2023.09.016] [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: 07/27/2023] [Revised: 09/04/2023] [Accepted: 09/29/2023] [Indexed: 10/23/2023]
Abstract
INTRODUCTION A higher demand in MRI services could increase the pressure on MRI departments to increase scanning efficiency. This presents the risk of downplaying person-centred care especially for cancer patients with increased communication needs that result from anxiety associated with the nature of their disease. This study explored the experiences of MRI radiographers in addressing the communication needs of cancer patients attending for MRI examinations. METHODS The study adopted a descriptive phenomenological methodology. Single contact interviews were conducted on eight MRI specialist radiographers, and these were recorded and transcribed using Microsoft Teams conferencing platform. Thematic analysis of the transcribed data was done through an inductive approach, breaking down the data into meaningful codes and thereafter, into themes and sub-themes. RESULTS Common themes generated from the interview data included: identified communication needs, approach to communication needs, support for radiographers and factors affecting communication. Experiences of MRI radiographers indicated increased communication needs in anxious cancer patients and approaches adopted in addressing these were mainly through listening and use of empathetic gestures. Some radiographers admitted to using "blocking" strategies to avoid being drawn into emotionally exhausting conversations. Both intrinsic factors such as radiographers' personality and experience; and extrinsic factors such as time constraints, demanding workload, inadequate staffing, and skill mix were noted to influenced MRI radiographers in addressing these communication needs. CONCLUSION Cancer patients can present with communication needs due to anxieties related to their disease. For the radiographer to deal with these needs, adequate support is needed, and necessary steps taken to address the identified influencing factors. IMPLICATIONS FOR PRACTICE MRI departments should encourage enabling environment and services that address communication needs of patients with cancer.
Collapse
Affiliation(s)
- E Iweka
- Research/Clinical Trials, Radiology, University Hospitals of Derby and Burton NHS Foundation Trust, UK.
| | - S Holmes
- Scottish Academy of Breast Imaging (SABI), Glasgow, UK.
| |
Collapse
|
4
|
Lawal O, Regelous P, Omiyi D. Supporting claustrophobic patients during magnetic resonance imaging examination- the radiographer perspective. Radiography (Lond) 2024; 30:80-86. [PMID: 37871369 DOI: 10.1016/j.radi.2023.10.011] [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: 08/02/2023] [Revised: 10/08/2023] [Accepted: 10/11/2023] [Indexed: 10/25/2023]
Abstract
INTRODUCTION Some patients cannot complete their magnetic resonance imaging (MRI) examinations because of claustrophobia. Evidence showed that supportive instruction is an effective intervention used to assist claustrophobic patients in MRI. However, the effectiveness of this intervention depends on the experience and education level of the MRI radiographer. This study aimed to understand the views of MRI radiographers on supporting claustrophobic patients and develop a guide to improve the effectiveness of the intervention. METHODS A qualitative descriptive approach utilising focus group discussion was considered suitable. A purposive sampling method was used to enrol eligible participants into the study. The study was advertised in print newspapers and on social media platforms. There were seven MRI radiographers in the focus group discussion. The conversation was recorded and transcribed for analysis, with content analysis employed to group the data into relevant codes and categories. RESULTS The radiographer's understanding of claustrophobia and knowledge of the interventions used to support claustrophobic patients were the key elements that influenced claustrophobic patients' experience in MRI. However, there were some factors inhibiting the radiographer's ability to support these patients. These factors include insufficient appointment slots, availability of supportive tools and support with developing communication skills. CONCLUSION Communication and identifying anxiety signs are essential for MRI radiographers to address patient anxiety during examinations. This might increase the MRI examination completion rate and give the patient a positive experience in the department. IMPLICATIONS FOR PRACTICE MRI radiographers can better understand how to support claustrophobic patients. Also, the guide developed from the data could help improve consistency in the use of supportive instruction in clinical practice.
Collapse
Affiliation(s)
- O Lawal
- Department of Allied Health Professions, Midwifery and Social Work, School of Health and Social Work, University of Hertfordshire, UK.
| | - P Regelous
- Department of Allied Health Professions, Midwifery and Social Work, School of Health and Social Work, University of Hertfordshire, UK
| | - D Omiyi
- School of Allied Health Professions & Midwifery, Faculty of Health Studies, University of Bradford, England
| |
Collapse
|
5
|
Lawal O, Regelous P, Omiyi D. Supporting claustrophobic patients during Magnetic Resonance Imaging examination- the patient perspective. Radiography (Lond) 2023; 29:1108-1114. [PMID: 37774577 DOI: 10.1016/j.radi.2023.09.008] [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: 06/22/2023] [Revised: 09/12/2023] [Accepted: 09/14/2023] [Indexed: 10/01/2023]
Abstract
INTRODUCTION Magnetic Resonance Imaging (MRI) is a common imaging modality used to diagnose disease and monitor treatment. However, some patients cannot complete their MRI examination as a result of claustrophobia. The recent developments in the MRI scanner design may have reduced the incidence of claustrophobia in MRI. This study aimed to explore the claustrophobic patients' experience to better understand how to support them. METHODS A qualitative descriptive approach using focus groups was deemed appropriate for the study. The research was advertised in a print newspaper and on social media platforms for eligible participants to contact the researcher. Six claustrophobic patients were recruited to the focus group meeting. The discussion was audio recorded and transcribed. Content analysis was used to analyse the data into code and categories. RESULTS Four themes emerged from the data analysis, which included examination preparation, information provision, coping mechanisms and MR scanner design. Participants reported that the confined space in the MRI scanner bore is responsible for their anxiety during MRI. However, the majority of the participants believe that they would be able to complete the examination if, in advance of their scan, they were shown the MRI scanner and what they would be required to do. CONCLUSION Several coping mechanisms were shared by the participants on how they were able to complete their MRI examination despite their claustrophobia. MRI radiographers should endeavour to use these mechanisms to support their patients in practice. Also, the findings emphasise the importance of virtual reality and clear communication with patients in preparing them for their MRI examinations. IMPLICATIONS FOR PRACTICE The findings of this study may be used to enhance claustrophobic patients' experience in MRI. It also identified those aspects of the MRI examination that matter most to patients with claustrophobia in order to provide a suitable intervention to support these patients.
Collapse
Affiliation(s)
- O Lawal
- Department of Allied Health Professions, Midwifery and Social Work, School of Health and Social Work, University of Hertfordshire, UK.
| | - P Regelous
- Department of Allied Health Professions, Midwifery and Social Work, School of Health and Social Work, University of Hertfordshire, UK
| | - D Omiyi
- School of Allied Health Professions & Midwifery, Faculty of Health Studies, University of Bradford, UK
| |
Collapse
|
6
|
Hudson DM, Heales C. "I think this could be a big success" - A mixed methods study on practitioner perspectives on the acceptance of a virtual reality tool for preparation in MRI. Radiography (Lond) 2023; 29:851-861. [PMID: 37406474 DOI: 10.1016/j.radi.2023.06.005] [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: 02/05/2023] [Revised: 06/17/2023] [Accepted: 06/19/2023] [Indexed: 07/07/2023]
Abstract
INTRODUCTION A key part of a radiographer's role within MRI is providing the required emotional support to help patients succeed with a scan. Being informed is important; whilst information leaflets and videos are commonly used, these can be limited in their representation of the experience. Virtual reality tools are being shown to reasonably replicate a scan experience, having a positive impact on patient satisfaction and anxiety. The aim was to obtain the views of practitioners on the use and implementation of such a tool in practice. METHODS A mixed methods study was conducted looking at the use of a virtual scan experience for patients prior to MRI. Nine radiographers attended two focus group sessions to see the tool and undergo a virtual experience. Following this, a survey based on the technology acceptance model was completed along with a semi-structured discussion about its use. RESULTS Perceived usefulness, ease of use, attitude and intention to use were all positive towards the virtual scan tool. All practitioners saw value in such a tool and how it could be implemented within practice, highlighting areas for improvement and development. CONCLUSION The practitioner's perspective was that access to such a virtual scan experience could be of use to better prepare and support those patients needing extra support before a real scan. Acknowledgement of having time to discuss patient concerns was noted and this could provide a means of doing so away from busy scanning lists whilst not taking up additional time. IMPLICATIONS FOR PRACTICE Use of VR tools could be a conduit through which trust and rapport are built in advance away from busy scanning lists, thereby not impacting on operational throughput and hindering efficiency.
Collapse
Affiliation(s)
| | - C Heales
- Medical Imaging, Department of Health and Care Professions, Exeter University, Exeter, UK
| |
Collapse
|
7
|
Homewood H, Hewis J. 'Scanxiety': Content analysis of pre-MRI patient experience on Instagram. Radiography (Lond) 2023; 29 Suppl 1:S68-S73. [PMID: 36759225 DOI: 10.1016/j.radi.2023.01.017] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2022] [Revised: 01/15/2023] [Accepted: 01/20/2023] [Indexed: 02/10/2023]
Abstract
INTRODUCTION Distress and anxiety are commonly reported during the Magnetic Resonance Imaging (MRI) experience with prior studies suggesting the pre-MRI period is a time of heightened distress. There is a paucity of literature exploring preprocedural distress and anxiety, in particular qualitative research analysing patient experience. Instagram is rapidly becoming an important social media platform though which to conduct health research. A gradually increasing number of studies have examined social media to gain insight into patient experience within medical radiation science (MRS). This study is considered as the first to explore patient experience of MRI using Instagram as a data source. METHODS This study investigated the patient experience during the pre-MRI period by performing a content analysis on open-source Instagram posts. Ethical approval for the study was sought and approved by the Charles Sturt University, Human Research Ethics Committee. RESULTS Six themes emerged from the extracted data; Journey to the MRI, Waiting, Anticipating the MRI procedure, Preparing for the MRI procedure, Negative interaction, and Fear of the results. CONCLUSION The findings of this study provide novel self-reported and unsolicited insight into the diverse, multifactorial, and often concomitant nature of preprocedural MRI anxiety and distress. IMPLICATIONS FOR PRACTICE This study adds to a growing body of literature advocating for a compassionate, holistic, and person-centered approach when caring for patients in MRI that also considers their emotional and psychological wellbeing.
Collapse
Affiliation(s)
- Hayley Homewood
- School of Psychology, Faculty of Business Justice & Behavioural Sciences, Charles Sturt University, Bathurst, NSW, Australia
| | - Johnathan Hewis
- School of Dentistry & Medical Sciences, Faculty of Science & Health, Charles Sturt University, Port Macquarie, NSW, Australia.
| |
Collapse
|
8
|
Paalimäki-Paakki K, Virtanen M, Henner A, Vähänikkilä H, Nieminen MT, Schroderus-Salo T, Kääriäinen M. Effects of a 360° virtual counselling environment on patient anxiety and CCTA process time: A randomised controlled trial. Radiography (Lond) 2023; 29 Suppl 1:S13-S23. [PMID: 36280541 DOI: 10.1016/j.radi.2022.09.013] [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: 08/22/2022] [Revised: 09/27/2022] [Accepted: 09/30/2022] [Indexed: 11/07/2022]
Abstract
INTRODUCTION This study investigated whether a 360° virtual counselling environment (360°VCE) was more effective at decreasing patients' anxiety than routine standard of care counselling for patients undergoing coronary computed tomography angiography (CCTA), and if there was any difference in the process times for both of these groups. METHODS A total of 86 patients underwent CCTA in this randomised controlled trial. Patients were randomly assigned to intervention and control groups. The 360°VCE was developed using spherical panoramic images and non-immersive 360° technology. The primary outcome, anxiety, was measured using the State-Trait Anxiety Inventory (STAI). The secondary outcome, CCTA process time, was measured from the time of arrival in the department until end of examination. RESULTS Pre-scan anxiety was lower among patients in the 360°VCE group immediately before CCTA in comparison to patients in the control group (p = 0.015). Women demonstrated higher levels of anxiety than men in both groups. No between-group differences were discerned in CCTA process time. CONCLUSION Access to 360°VCE can reduce patients' pre-CCTA anxiety levels. IMPLICATIONS FOR PRACTICE The presented results can be used to improve patient counselling and care, reduce anxiety among patients undergoing CCTA, and optimise the CCTA examination procedure.
Collapse
Affiliation(s)
- Karoliina Paalimäki-Paakki
- Research Unit of Nursing Science and Health Management, University of Oulu, Oulu, Finland; Degree Programme of Radiography and Radiation Therapy, Oulu University of Applied Sciences, Oulu, Finland.
| | - Mari Virtanen
- School of Rehabilitation and Examination, Helsinki Metropolia University of Applied Sciences, Helsinki, Finland
| | - Anja Henner
- Degree Programme of Radiography and Radiation Therapy, Oulu University of Applied Sciences, Oulu, Finland
| | - Hannu Vähänikkilä
- Northern Finland Birth Cohorts, Arctic Biobank, Infrastructure for Population Studies, Faculty of Medicine, University of Oulu, Oulu, Finland
| | - Miika T Nieminen
- Medical Research Center Oulu, Oulu University Hospital and University of Oulu, Oulu, Finland; Research Unit of Medical Imaging, Physics and Technology, University of Oulu, Oulu, Finland; Department of Diagnostic Radiology, Oulu University Hospital, Oulu, Finland
| | - Tanja Schroderus-Salo
- Degree Programme of Radiography and Radiation Therapy, Oulu University of Applied Sciences, Oulu, Finland
| | - Maria Kääriäinen
- Research Unit of Nursing Science and Health Management, University of Oulu, Oulu, Finland; Medical Research Center Oulu, Oulu University Hospital and University of Oulu, Oulu, Finland; Oulu University Hospital, Oulu, Finland
| |
Collapse
|
9
|
Hudson DM, Heales C, Meertens R. Review of claustrophobia incidence in MRI: A service evaluation of current rates across a multi-centre service. Radiography (Lond) 2022; 28:780-787. [PMID: 35279401 DOI: 10.1016/j.radi.2022.02.010] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2022] [Revised: 02/18/2022] [Accepted: 02/23/2022] [Indexed: 12/29/2022]
Abstract
INTRODUCTION Magnetic Resonance Imaging remains an anxious experience for many, often exhibiting as fear of enclosed spaces. A useful metric to assess its prevalence and impact in practice is premature termination due to claustrophobia. Incidence varies and depends on many factors such as the physical nature of the imaging equipment and examination being undertaken, as well as the patient themselves. METHODS Scan appointment data from between April 2019-March 2021 was extracted and reviewed. Analysis included the type of scanner used, patient age, sex, examination area, funding source, attendance and completion status. Binomial logistic regression was performed to look for any relevant predictors of failure to scan due to claustrophobia. RESULTS Overall incidence of incomplete examinations due to claustrophobia was 0.76%. Whilst the majority of scans were performed on conventional systems, those undergoing Open scans were over three times more likely to fail a scan due to claustrophobia, whilst those undergoing UpRight scanning were half as likely. Likelihood of claustrophobia increases with females, those between 45-64years of age, funded by the NHS and entering the scanner head first or having a head scan. CONCLUSION Incidence of incomplete scanning is below 1% but with the potential for further reduction with implementation and use of improved scanner design and technology. Understanding the impact of other variables is also useful to raise awareness of those at greater risk of claustrophobia. However, there are wider influences beyond data alone to consider and account for. IMPLICATIONS FOR PRACTICE Whilst occurrence of claustrophobia is low, there remains a cost impact, as well as an importance in understanding the patient experience. Drawing on operational data can help provide a limited, generalised view to support service improvement.
Collapse
Affiliation(s)
| | - C Heales
- Medical Imaging, College of Medicine and Health, Exeter University, Exeter, UK
| | - R Meertens
- Medical Imaging, College of Medicine and Health, Exeter University, Exeter, UK
| |
Collapse
|
10
|
Bogdanovic B, Solari EL, Villagran Asiares A, McIntosh L, van Marwick S, Schachoff S, Nekolla SG. PET/MR Technology: Advancement and Challenges. Semin Nucl Med 2021; 52:340-355. [PMID: 34969520 DOI: 10.1053/j.semnuclmed.2021.11.014] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2021] [Revised: 11/25/2021] [Accepted: 11/29/2021] [Indexed: 01/07/2023]
Abstract
When this article was written, it coincided with the 11th anniversary of the installation of our PET/MR device in Munich. In fact, this was the first fully integrated device to be in clinical use. During this time, we have observed many interesting behaviors, to put it kindly. However, it is more critical that in this process, our understanding of the system also improved - including the advantages and limitations from a technical, logistical, and medical perspective. The last decade of PET/MRI research has certainly been characterized by most sites looking for a "key application." There were many ideas in this context and before and after the devices became available, some of which were based on the earlier work with integrating data from single devices. These involved validating classical PET methods with MRI (eg, perfusion or oncology diagnostics). More important, however, were the scenarios where intermodal synergies could be expected. In this review, we look back on this decade-long journey, at the challenges overcome and those still to come.
Collapse
Affiliation(s)
- Borjana Bogdanovic
- Department of Nuclear Medicine, Klinikum rechts der Isar, Technische Universität München, Munich, Germany
| | - Esteban Lucas Solari
- Department of Nuclear Medicine, Klinikum rechts der Isar, Technische Universität München, Munich, Germany
| | - Alberto Villagran Asiares
- Department of Nuclear Medicine, Klinikum rechts der Isar, Technische Universität München, Munich, Germany
| | - Lachlan McIntosh
- Department of Physical Sciences, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Sandra van Marwick
- Department of Nuclear Medicine, Klinikum rechts der Isar, Technische Universität München, Munich, Germany
| | - Sylvia Schachoff
- Department of Nuclear Medicine, Klinikum rechts der Isar, Technische Universität München, Munich, Germany
| | - Stephan G Nekolla
- Department of Nuclear Medicine, Klinikum rechts der Isar, Technische Universität München, Munich, Germany; DZHK (German Centre for Cardiovascular Research), partner site Munich Heart Alliance, Munich, Germany.
| |
Collapse
|