1
|
Griné M, Guerreiro C, Moscoso Costa F, Nobre Menezes M, Ladeiras-Lopes R, Ferreira D, Oliveira-Santos M. Digital health in cardiovascular medicine: An overview of key applications and clinical impact by the Portuguese Society of Cardiology Study Group on Digital Health. Rev Port Cardiol 2025; 44:107-119. [PMID: 39393635 DOI: 10.1016/j.repc.2024.08.009] [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: 03/27/2024] [Revised: 07/26/2024] [Accepted: 08/01/2024] [Indexed: 10/13/2024] Open
Abstract
Digital health interventions including telehealth, mobile health, artificial intelligence, big data, robotics, extended reality, computational and high-fidelity bench simulations are an integral part of the path toward precision medicine. Current applications encompass risk factor modification, chronic disease management, clinical decision support, diagnostics interpretation, preprocedural planning, evidence generation, education, and training. Despite the acknowledged potential, their development and implementation have faced several challenges and constraints, meaning few digital health tools have reached daily clinical practice. As a result, the Portuguese Society of Cardiology Study Group on Digital Health set out to outline the main digital health applications, address some of the roadblocks hampering large-scale deployment, and discuss future directions in support of cardiovascular health at large.
Collapse
Affiliation(s)
- Mafalda Griné
- Serviço de Cardiologia, Hospitais da Universidade de Coimbra, Unidade Local de Saúde de Coimbra, Coimbra, Portugal.
| | - Cláudio Guerreiro
- Serviço de Cardiologia, Centro Hospitalar de Vila Nova de Gaia, Vila Nova de Gaia, Portugal
| | | | - Miguel Nobre Menezes
- Structural and Coronary Heart Disease Unit, Cardiovascular Center of the University of Lisbon, Faculdade de Medicina, Universidade de Lisboa, Lisboa, Portugal; Serviço de Cardiologia, Departamento de Coração e Vasos, CHULN Hospital de Santa Maria, Lisboa, Portugal
| | - Ricardo Ladeiras-Lopes
- UnIC@RISE, Cardiovascular Research and Development Center, Department of Surgery and Physiology, Faculdade de Medicina, Universidade do Porto, Porto, Portugal; Hospital da Luz, Lisboa, Portugal
| | - Daniel Ferreira
- Serviço de Medicina Intensiva, Hospital da Luz, Lisboa, Portugal; Hospital da Luz Digital, Lisboa, Portugal
| | - Manuel Oliveira-Santos
- Serviço de Cardiologia, Hospitais da Universidade de Coimbra, Unidade Local de Saúde de Coimbra, Coimbra, Portugal; Faculdade de Medicina, Universidade de Coimbra, Coimbra, Portugal
| |
Collapse
|
2
|
Koźlik M, Kosiuk J, Cogiel M, Kost J, Hemmerling D, Staniszewski M, Szczęsna A, Wojakowski W, Jadczyk T. Assessment of novel electrophysiology simulator-a survey study. Adv Simul (Lond) 2024; 9:9. [PMID: 38351092 PMCID: PMC10865533 DOI: 10.1186/s41077-024-00280-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2023] [Accepted: 01/30/2024] [Indexed: 02/16/2024] Open
Abstract
BACKGROUND Invasive electrophysiology (EP) training requires intellectual skills related to the interpretation of intracardiac electrograms. The classic approach to the education of young electrophysiologists focused solely on theoretical knowledge and overseen procedures in patients as no real-life-like simulation of EP studies was available. OBJECTIVE The purpose of this study was to assess a novel tool for EP training based on fully interactive, online simulator providing real clinical experience to the users. METHODS EP simulator users access a system with simulated electrocardiogram, mimicking signals recorded by a catheter. Assessment of EP simulator by 40 electrophysiologists from 16 countries was collected via online questionnaire. RESULTS The realism of ECG signals was described as excellent or very good by 90% of responders, of intracardial signals by 82.5%. Realism of signal interactions and user experience was judged as excellent or very good by 75% and 70% accordingly. One hundred percent of users agree definitely or mostly that EP Simulator helps to translate theoretical into practical knowledge. Of responders, 97.5% would include it in EP training programs as it is extremely or very useful for training purposes in the opinion of 87.5%. Of responders, 72.5% think that training on EP simulator can potentially reduce the rate of complications. In 87.5%, the overall experience was completely or mostly satisfying and would be recommended by 100% of responders. CONCLUSION EP simulator is a feasible tool for training of young electrophysiologist, and it may be potentially included in the cardiologist curriculum. We should particularly emphasize the positive respondents' assessment of EP simulator overall realism.
Collapse
Affiliation(s)
- Maciej Koźlik
- Division of Cardiology and Structural Heart Disease, Medical University of Silesia, Katowice, 40055, Poland.
| | - Jędrzej Kosiuk
- Departament of Cardiology, Helios Klinik Koethen, Koethen, 06366, Germany
| | - Michał Cogiel
- QSystems.pro sp. z o.o, Mochnackiego 34, Bytom, 41907, Poland
| | - Jan Kost
- AGH University of Science and Technology, Kraków, 30059, Poland
| | | | - Michał Staniszewski
- Department of Computer Graphics, Vision and Digital Systems, Silesian University of Technology, Akademicka 16, Gliwice, 44100, Poland
| | - Agnieszka Szczęsna
- Department of Computer Graphics, Vision and Digital Systems, Silesian University of Technology, Akademicka 16, Gliwice, 44100, Poland
| | - Wojciech Wojakowski
- Division of Cardiology and Structural Heart Disease, Medical University of Silesia, Katowice, 40055, Poland
| | - Tomasz Jadczyk
- Division of Cardiology and Structural Heart Disease, Medical University of Silesia, Katowice, 40055, Poland
| |
Collapse
|
3
|
Kweki AG, Sarwar Khan Tharin M, Baptista V, Kenneth E, Rohin F, Scoote M, Howard AQ. The Impact of Simulation-Based Training in Cardiovascular Medicine: A Systematic Review. Cureus 2023; 15:e50414. [PMID: 38098737 PMCID: PMC10719544 DOI: 10.7759/cureus.50414] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/12/2023] [Indexed: 12/17/2023] Open
Abstract
Cardiovascular medicine and practice in recent times have evolved as complex procedures are performed to manage difficult cases. The majority of these interventions are done percutaneously in order to minimize patient risk. Additionally, training specialist in handling these interventions require a lot of exposure to them; as such, patients are at higher risk of errors and complications from trainees before attaining expertise. In order to avoid these possible risks to patients and ensure their safety, using simulation commonly in cardiovascular specialist education is a possible trend in the future. This article aims to review randomized controlled trials that were performed in cardiology and vascular medicine regarding the use of simulating models to transfer skills to trainees. This study is a systematic review that includes publications dated from 2010 from any country and only in English. The search involved several combinations of search terms from medical subject headings (MeSH). Keywords in the title, abstract, and text for the population, intervention, control, and outcomes were first done in a pilot search to establish the sensitivity of the search strategy. Studies were searched in PubMed, Medline, Cochrane Library, Embase, CINAHL, and Hirani. Data were presented in the PRISMA flowchart and tabular form. A total of 389 studies were obtained from five databases using the search strategies. Eighty-nine studies were excluded for duplication. The total number of studies that did not meet the inclusion criteria was 269, and they were excluded based on abstract and title screening. Another 18 studies were excluded based on full-text screening. In this study, 13 articles were selected ranging from 2011 to 2022. The majority of the outcomes of the study demonstrated that simulation tutoring complements traditional methods of training. Countries of publication were the United States of America, Canada, Italy, Korea, California, Ireland, Germany, Belgium, Switzerland, United Kingdom, Netherlands, and France. Procedures simulated include coronary angiography, transseptal catheterization, cardiopulmonary resuscitation, ultrasound-guided radial artery cannulation, diagnostic angiograms, coiled carotid terminus aneurysms in the setting of subarachnoid hemorrhage, middle cerebral artery embolectomies, renal artery angioplasty/stenting, endovascular aneurysm repair, transvenous pacing wire, intra-aortic balloon pump, and pericardiocentesis. Despite the accredited drawback of availability and cost noted with simulation-based education, there is evidence that it offers many advantages compared to traditional teaching methods. From this study, simulation-based teaching has been shown to effectively transfer skills to trainees especially when used as an adjunct to the apprenticeship method. As a result, we recommend that virtual reality education should be integrated with real-life teaching in modern cardiovascular modules as this will help ensure early skill transfer while maintaining patient safety.
Collapse
Affiliation(s)
- Anthony G Kweki
- Internal Medicine/Cardiology, Colchester Hospital, East Suffolk and North Essex NHS Foundation Trust (ESNEFT), Colchester, GBR
| | - Mohammad Sarwar Khan Tharin
- Internal Medicine/Cardiology, Colchester Hospital, East Suffolk and North Essex NHS Foundation Trust (ESNEFT), Colchester, GBR
| | - Victor Baptista
- Surgery, Colchester Hospital, East Suffolk and North Essex NHS Foundation Trust (ESNEFT), Colchester, GBR
| | - Echofa Kenneth
- Anaesthesiology, Delta State University Teaching Hospital, Oghara, NGA
| | - Francis Rohin
- Internal Medicine/Cardiology, Colchester Hospital, East Suffolk and North Essex NHS Foundation Trust (ESNEFT), Colchester, GBR
| | - Mark Scoote
- Internal Medicine/Cardiology, Colchester Hospital, East Suffolk and North Essex NHS Foundation Trust (ESNEFT), Colchester, GBR
| | - Adam Q Howard
- Vascular Surgery, Colchester Hospital, East Suffolk and North Essex NHS Foundation Trust (ESNEFT), Colchester, GBR
| |
Collapse
|
4
|
Kowalski C, Boulesteix AL, Harendza S. Effective methods to enhance medical students' cardioversion and transcutaneous cardiac pacing skills retention - a prospective controlled study. BMC MEDICAL EDUCATION 2022; 22:417. [PMID: 35650577 PMCID: PMC9158220 DOI: 10.1186/s12909-022-03495-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/22/2021] [Accepted: 05/26/2022] [Indexed: 06/15/2023]
Abstract
BACKGROUND Guideline-based therapy of cardiac arrhythmias is important for many physicians from the beginning of their training. Practical training of the required skills to treat cardiac arrhythmias is useful for acquiring these skills but does not seem sufficient for skill retention. The aim of this study was to compare different retention methods for skills required to treat cardiac arrhythmias with respect to the performance of these skills in an assessment. METHODS Seventy-one final-year medical students participated in a newly designed workshop to train synchronized cardioversion (SC) and transcutaneous cardiac pacing (TCP) skills in 2020. All participants completed an objective structured clinical examination (OSCE 1) one week after the training. Afterwards, the participants were stratified and randomized into three groups. Nine weeks later, one group received a standard operating procedure (SOP) for the skills, one group participated in a second workshop (SW), and one group received no further intervention (control). Ten weeks after the first training, all groups participated in OSCE 2. RESULTS The average score of all students in OSCE 1 was 15.6 ± 0.8 points with no significant differences between the three groups. Students in the control group reached a significantly (p < 0.001) lower score in OSCE 2 (-2.0 points, CI: [-2.9;-1.1]) than in OSCE 1. Students in the SOP-group achieved on average the same result in OSCE 2 as in OSCE 1 (0 points, CI: [-0.63;+0.63]). Students who completed a second skills training (SW-group) scored not significantly higher in OSCE 2 compared to OSCE 1 (+0.4 points, CI: [-0.29;+1.12]). The OSCE 2 scores in groups SOP and SW were neither significantly different nor statistically equivalent. CONCLUSIONS Partial loss of SC and TCP skills acquired in a workshop can be prevented after 10 weeks by reading an SOP as well as by a second workshop one week before the second assessment. Refreshing practical skills with an SOP could provide an effective and inexpensive method for skills retention compared to repeating a training. Further studies need to show whether this effect also exists for other skills and how frequently an SOP should be re-read for appropriate long-term retention of complex skills.
Collapse
Affiliation(s)
- Christian Kowalski
- Department of Anesthesiology, Ludwig-Maximilians-University, Munich, Germany
| | - Anne-Laure Boulesteix
- Department of Medical Information Processing, Biometry and Epidemiology (IBE), Ludwig-Maximilians-University, Munich, Germany
| | - Sigrid Harendza
- Department of Internal Medicine, University Medical, Center Hamburg-Eppendorf, Hamburg, Germany
| |
Collapse
|
5
|
Liu X, Sanchez Perdomo YP, Zheng B, Duan X, Zhang Z, Zhang D. When medical trainees encountering a performance difficulty: evidence from pupillary responses. BMC MEDICAL EDUCATION 2022; 22:191. [PMID: 35305623 PMCID: PMC8934497 DOI: 10.1186/s12909-022-03256-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/29/2021] [Accepted: 03/13/2022] [Indexed: 06/14/2023]
Abstract
BACKGROUND Medical trainees are required to learn many procedures following instructions to improve their skills. This study aims to investigate the pupillary response of trainees when they encounter moment of performance difficulty (MPD) during skill learning. Detecting the moment of performance difficulty is essential for educators to assist trainees when they need it. METHODS Eye motions were recorded while trainees practiced the thoracostomy procedure in the simulation model. To make pupillary data comparable among trainees, we proposed the adjusted pupil size (APS) normalizing pupil dilation for each trainee in their entire procedure. APS variables including APS, maxAPS, minAPS, meanAPS, medianAPS, and max interval indices were compared between easy and difficult subtasks; the APSs were compared among the three different performance situations, the moment of normal performance (MNP), MPD, and moment of seeking help (MSH). RESULTS The mixed ANOVA revealed that the adjusted pupil size variables, such as the maxAPS, the minAPS, the meanAPS, and the medianAPS, had significant differences between performance situations. Compared to MPD and MNP, pupil size was reduced during MSH. Trainees displayed a smaller accumulative frequency of APS during difficult subtask when compared to easy subtasks. CONCLUSIONS Results from this project suggest that pupil responses can be a good behavioral indicator. This study is a part of our research aiming to create an artificial intelligent system for medical trainees with automatic detection of their performance difficulty and delivering instructional messages using augmented reality technology.
Collapse
Affiliation(s)
- Xin Liu
- School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing, 100083, China
- Surgical Simulation Research Lab, Department of Surgery, University of Alberta, Edmonton, AB, T6G 2E1, Canada
- Beijing Key Laboratory of Knowledge Engineering for Materials Science, Beijing, 100083, China
| | - Yerly Paola Sanchez Perdomo
- Surgical Simulation Research Lab, Department of Surgery, University of Alberta, Edmonton, AB, T6G 2E1, Canada
| | - Bin Zheng
- Surgical Simulation Research Lab, Department of Surgery, University of Alberta, Edmonton, AB, T6G 2E1, Canada.
- Department of Surgery, Faculty of Medicine and Dentistry, 162 Heritage Medical Research Centre, University of Alberta, 8440 112 St. NW. Edmonton, Alberta, T6G 2E1, Canada.
| | - Xiaoqin Duan
- Surgical Simulation Research Lab, Department of Surgery, University of Alberta, Edmonton, AB, T6G 2E1, Canada
- Department of Rehabilitation Medicine, Second Hospital of Jilin University, Changchun, Jilin, 130041, China
| | - Zhongshi Zhang
- Surgical Simulation Research Lab, Department of Surgery, University of Alberta, Edmonton, AB, T6G 2E1, Canada
- Department of Biological Sciences, University of Alberta, Edmonton, AB, T6G 2E9, Canada
| | - Dezheng Zhang
- School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing, 100083, China
- Beijing Key Laboratory of Knowledge Engineering for Materials Science, Beijing, 100083, China
| |
Collapse
|