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Search Results (320)

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16 pages, 559 KiB  
Review
Use of mHealth Technologies to Increase Sleep Quality among Older Adults: A Scoping Review
by Giulia Grotto, Michela Martinello and Alessandra Buja
Clocks & Sleep 2024, 6(3), 517-532; https://doi.org/10.3390/clockssleep6030034 - 4 Sep 2024
Viewed by 317
Abstract
Sleep disorders increase with age and are known risk factors for several mental and physical diseases. They also significantly contribute to a lower quality of life. Nonpharmaceutical approaches, such as cognitive behavioral therapy for insomnia, sleep hygiene advice, relaxation exercises, and physical activity [...] Read more.
Sleep disorders increase with age and are known risk factors for several mental and physical diseases. They also significantly contribute to a lower quality of life. Nonpharmaceutical approaches, such as cognitive behavioral therapy for insomnia, sleep hygiene advice, relaxation exercises, and physical activity programs, can be delivered directly to patients via mHealth technologies, thereby increasing the accessibility of such interventions and reducing health care-related costs. This scoping review aims to evaluate the effectiveness of mHealth interventions for improving sleep quality among older adults. Published studies in the last 10 years (2013–2023) were identified by searching electronic medical databases (PubMed, PsycINFO, CINAHL, and Scopus) in July 2023 and were independently reviewed by two different authors. The analysis of the data was performed in 2023. The research retrieved 693 records; after duplicates were removed, 524 articles were screened based on their title and abstract, and 28 of them were assessed in full text. A total of 23 studies were excluded because they did not meet the inclusion criteria in terms of population age (60 years or over) or type of intervention (mHealth-based) or because they addressed secondary insomnia. A total of five studies were included in this review, and all of them reported improvements in subjective sleep quality after the application of the mHealth interventions. Two studies also conducted objective assessments of sleep outcomes using actigraphy, reporting improvements only in some of the variables considered. Despite the limited number of available studies, these results are promising and encourage further research. Full article
(This article belongs to the Section Human Basic Research & Neuroimaging)
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14 pages, 1803 KiB  
Article
Privacy in Community Pharmacies in Saudi Arabia: A Cross-Sectional Study
by Marwan A. Alrasheed, Basmah H. Alfageh and Omar A. Almohammed
Healthcare 2024, 12(17), 1740; https://doi.org/10.3390/healthcare12171740 - 31 Aug 2024
Viewed by 557
Abstract
Background: Privacy in healthcare is a fundamental right essential to maintain patient confidentiality and trust. Community pharmacies in Saudi Arabia (SA) play a critical role in the healthcare system by providing accessible services and serving as initial points of contact for medical advice. [...] Read more.
Background: Privacy in healthcare is a fundamental right essential to maintain patient confidentiality and trust. Community pharmacies in Saudi Arabia (SA) play a critical role in the healthcare system by providing accessible services and serving as initial points of contact for medical advice. However, the open nature of these settings poses significant challenges in maintaining patient privacy. Methods: This cross-sectional study used electronic surveys distributed across various online platforms. The target sample included Saudi adults, with a sample size of 385 participants to achieve 80% statistical power at a 95% confidence interval. The survey comprised demographic questions and sections evaluating perceptions of privacy, the importance of privacy, and personal experiences regarding privacy in community pharmacies. Descriptive statistics and logistic regression models were used for the analysis. Results: A total of 511 responses were obtained. The mean age was 33.5 years, with an almost equal distribution of males (49.71%) and females (50.29%). Most participants held a bachelor’s degree or higher (78.67%). Privacy perceptions varied, with only 9.0% strongly agreeing that there was a private space for consultations, while 64.0% felt that the design of community pharmacies did not adequately consider patient privacy, and 86.9% reported that conversations could be overheard. Privacy concerns were notable, with almost one-half of the participants (47.6%) having concerns about privacy and 56.6% doubting the confidentiality of their health information. Moreover, 17.6% reported being asked for unnecessary personal information when buying medication, and 56.2% admitted to avoiding discussing a health problem with the pharmacist due to privacy concerns. Experiences of privacy breaches were reported by 15.7% of respondents. Logistic regression analysis revealed that the availability of private space in the pharmacy and patients feeling that the pharmacy respects their privacy were associated with a lower likelihood of avoiding discussions with pharmacists due to privacy concerns (OR = 0.758, CI = 0.599–0.0957 and OR = 0.715, CI = 0.542–0.945 respectively) Conversely, greater privacy concerns and previous privacy breaches significantly increased the likelihood of avoiding discussions with pharmacists in the community pharmacy (OR = 1.657, CI = 1.317–2.102 and OR = 4.127, CI = 1.886–9.821 respectively). Conclusions: This study highlights the significant concerns regarding privacy practices in community pharmacies in SA. Thus, there is a need for standards to improve privacy in community pharmacies, such as mandating the need for private consultation areas and enhanced staff training on handling privacy-related issues. Addressing the issue of privacy is crucial for maintaining patient trust, improving healthcare service quality, and ensuring effective patient–pharmacist interactions. Full article
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22 pages, 1210 KiB  
Review
Nutrition and Physical Activity Education in Medical School: A Narrative Review
by Joana Rodrigues Sousa, Vera Afreixo, Joana Carvalho and Paula Silva
Nutrients 2024, 16(16), 2809; https://doi.org/10.3390/nu16162809 - 22 Aug 2024
Viewed by 818
Abstract
This review explores the diverse landscape of integrating nutrition and physical activity education into medical school curricula, focusing on the imperative role of physicians in promoting health through lifestyle changes. By examining global medical education structures, we uncovered disparities in nutrition and physical [...] Read more.
This review explores the diverse landscape of integrating nutrition and physical activity education into medical school curricula, focusing on the imperative role of physicians in promoting health through lifestyle changes. By examining global medical education structures, we uncovered disparities in nutrition and physical activity training, and highlighted the need for a shared framework to address international and regional challenges. Despite acknowledging the importance of both nutrition and physical activity, studies have consistently uncovered deficiencies in medical school curricula, especially in skills related to providing lifestyle advice and behavioral counseling. Survey studies among medical students have illuminated various perceptions and knowledge gaps, emphasizing the need for more comprehensive and mandatory nutrition and physical activity training. While acknowledging progress, challenges, such as time constraints, resource availability, and faculty expertise, persist. Integrating lifestyle education results in resistance, a demand for strategic communication, and faculty buy-ins. These findings underscore the importance of a holistic approach that balances theoretical knowledge, practical skills, and confidence that medical students need to promote effective nutrition and physical activity in healthcare. Full article
(This article belongs to the Section Nutrition and Public Health)
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6 pages, 183 KiB  
Opinion
The Role of Patient Organisations—Patients’ and Parents’ Views and Experience of Hirschsprung’s Disease
by Sabine Alexander and Annette Lemli
Children 2024, 11(8), 1006; https://doi.org/10.3390/children11081006 - 16 Aug 2024
Viewed by 422
Abstract
In many countries, patient organisations offer advice and the exchange of experiences to Hirschsprung’s disease patients and their families. Professional treatment by experienced health care providers and the availability of life-long multidisciplinary follow-up care are essential. However, outside the clinic, patients and their [...] Read more.
In many countries, patient organisations offer advice and the exchange of experiences to Hirschsprung’s disease patients and their families. Professional treatment by experienced health care providers and the availability of life-long multidisciplinary follow-up care are essential. However, outside the clinic, patients and their families have to manage life on a day-to-day basis at home, which often brings up uncertainties and questions: Parents go through different stages during the diagnosis and treatment of their child, the affected children themselves go through many different stages of development, and even through the course of adulthood, new questions regarding the chronic disease may arise. Patient organisations can support the patients and their families at all stages of life by listening, offering information in an understandable way, connecting people, and sharing others’ experiences. This enables families and patients to develop a better understanding of the rare disease and promotes their management strategies and confidence. The holistic approach of patient organisations aims to complement the medical treatment. Therefore, the referral of all patients and their families to patient organisations should be part of the medical advice in the treatment of Hirschsprung’s disease. Full article
11 pages, 3793 KiB  
Technical Note
A Practical Guide to Manual and Semi-Automated Neurosurgical Brain Lesion Segmentation
by Raunak Jain, Faith Lee, Nianhe Luo, Harpreet Hyare and Anand S. Pandit
NeuroSci 2024, 5(3), 265-275; https://doi.org/10.3390/neurosci5030021 - 2 Aug 2024
Viewed by 488
Abstract
The purpose of the article is to provide a practical guide for manual and semi-automated image segmentation of common neurosurgical cranial lesions, namely meningioma, glioblastoma multiforme (GBM) and subarachnoid haemorrhage (SAH), for neurosurgical trainees and researchers. Materials and Methods: The medical images used [...] Read more.
The purpose of the article is to provide a practical guide for manual and semi-automated image segmentation of common neurosurgical cranial lesions, namely meningioma, glioblastoma multiforme (GBM) and subarachnoid haemorrhage (SAH), for neurosurgical trainees and researchers. Materials and Methods: The medical images used were sourced from the Medical Image Computing and Computer Assisted Interventions Society (MICCAI) Multimodal Brain Tumour Segmentation Challenge (BRATS) image database and from the local Picture Archival and Communication System (PACS) record with consent. Image pre-processing was carried out using MRIcron software (v1.0.20190902). ITK-SNAP (v3.8.0) was used in this guideline due to its availability and powerful built-in segmentation tools, although others (Seg3D, Freesurfer and 3D Slicer) are available. Quality control was achieved by employing expert segmenters to review. Results: A pipeline was developed to demonstrate the pre-processing and manual and semi-automated segmentation of patient images for each cranial lesion, accompanied by image guidance and video recordings. Three sample segmentations were generated to illustrate potential challenges. Advice and solutions were provided within both text and video. Conclusions: Semi-automated segmentation methods enhance efficiency, increase reproducibility, and are suitable to be incorporated into future clinical practise. However, manual segmentation remains a highly effective technique in specific circumstances and provides initial training sets for the development of more advanced semi- and fully automated segmentation algorithms. Full article
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24 pages, 6449 KiB  
Article
An Assessment of Behavioral Risk Factors in Oncology Patients
by Magdalena Mititelu, Monica Licu, Sorinel Marius Neacșu, Mariana Floricica Călin, Silvia Raluca Matei, Alexandru Scafa-Udriște, Tiberius Iustinian Stanciu, Ștefan Sebastian Busnatu, Gabriel Olteanu, Nicoleta Măru, Steluța Constanța Boroghină, Sergiu Lupu, Anca Coliță, Mihaela Isabela Mănescu and Carmen Elena Lupu
Nutrients 2024, 16(15), 2527; https://doi.org/10.3390/nu16152527 - 2 Aug 2024
Viewed by 1008
Abstract
An evaluation of the behavioral risk factors that contribute to the incidence and evolution of cancer in oncology patients was conducted through a cross-sectional study using a questionnaire completed by 206 patients (101 men and 105 women) diagnosed with various types of cancer. [...] Read more.
An evaluation of the behavioral risk factors that contribute to the incidence and evolution of cancer in oncology patients was conducted through a cross-sectional study using a questionnaire completed by 206 patients (101 men and 105 women) diagnosed with various types of cancer. These patients were selected from different oncology centers in Romania, located in Bucharest and Constanta. Among the respondents, 91 are of normal weight, 12 are underweight, 62 are overweight, and 41 are obese, with overweight individuals predominating (p = 0.799). Regarding the presence of behavioral risk factors that can aggravate oncological pathology, it is found that 10 respondents consume alcohol daily, 36 consume it weekly with varying frequencies (p = 0.012), 26 respondents smoke excessively daily, and 12 respondents smoke 1–2 cigarettes daily (p = 0.438). Additionally, 40 respondents rarely engage in physical activity, and 71 respondents do not engage in physical activity at all as they do not typically participate in sports (p = 0.041). Thus, respondents with colon cancer tend to consume sweets, pastries and even fast food or fried foods more often, while the daily consumption of vegetables and fruits is insufficient, according to the recommendations of nutrition guidelines (a minimum of four portions per day). The analysis found that smoking and excessive alcohol consumption were associated with an increased incidence of lung and liver cancer. The lack of regular physical activity was identified as a risk factor for breast and colon cancer. An unhealthy diet, characterized by a low consumption of fruits and vegetables and high intake of processed foods, was correlated with a higher incidence of colorectal cancer. Additionally, non-adherence to medical advice was associated with poorer clinical outcomes and faster disease progression. The majority of respondents who declared that they did not feel an improvement in their state of health in the last period were among those who stated that they did not fully comply with the oncologist’s recommendations. Identifying and modifying behavioral risk factors can play a crucial role in cancer prevention and in improving the prognosis and quality of life of cancer patients. Full article
(This article belongs to the Section Nutritional Epidemiology)
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33 pages, 8008 KiB  
Review
Risk Assessment and Personalized Treatment Options in Inherited Dilated Cardiomyopathies: A Narrative Review
by Diana-Aurora Arnautu, Dragos Cozma, Ioan-Radu Lala, Sergiu-Florin Arnautu, Mirela-Cleopatra Tomescu and Minodora Andor
Biomedicines 2024, 12(8), 1643; https://doi.org/10.3390/biomedicines12081643 - 24 Jul 2024
Viewed by 503
Abstract
Considering the worldwide impact of heart failure, it is crucial to develop approaches that can help us comprehend its root cause and make accurate predictions about its outcome. This is essential for lowering the suffering and death rates connected with this widespread illness. [...] Read more.
Considering the worldwide impact of heart failure, it is crucial to develop approaches that can help us comprehend its root cause and make accurate predictions about its outcome. This is essential for lowering the suffering and death rates connected with this widespread illness. Cardiomyopathies frequently result from genetic factors, and the study of heart failure genetics is advancing quickly. Dilated cardiomyopathy (DCM) is the most prevalent kind of cardiomyopathy, encompassing both genetic and nongenetic abnormalities. It is distinguished by the enlargement of the left ventricle or both ventricles, accompanied by reduced contractility. The discovery of the molecular origins and subsequent awareness of the molecular mechanism is broadening our knowledge of DCM development. Additionally, it emphasizes the complicated nature of DCM and the necessity to formulate several different strategies to address the diverse underlying factors contributing to this disease. Genetic variants that can be transmitted from one generation to another can be a significant contributor to causing family or sporadic hereditary DCM. Genetic variants also play a significant role in determining susceptibility for acquired triggers for DCM. The genetic causes of DCM can have a large range of phenotypic expressions. It is crucial to select patients who are most probable to gain advantages from genetic testing. The purpose of this research is to emphasize the significance of identifying genetic DCM, the relationships between genotype and phenotype, risk assessment, and personalized therapy for both those affected and their relatives. This approach is expected to gain importance once treatment is guided by genotype-specific advice and disease-modifying medications. Full article
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7 pages, 203 KiB  
Opinion
Population Screening for Hereditary Haemochromatosis—Should It Be Carried Out, and If So, How?
by Martin B. Delatycki and Katrina J. Allen
Genes 2024, 15(8), 967; https://doi.org/10.3390/genes15080967 - 23 Jul 2024
Viewed by 1332
Abstract
The Human Genome Project, completed in 2003, heralded a new era in precision medicine. Somewhat tempering the excitement of the elucidation of the human genome is the emerging recognition that there are fewer single gene disorders than first anticipated, with most diseases predicted [...] Read more.
The Human Genome Project, completed in 2003, heralded a new era in precision medicine. Somewhat tempering the excitement of the elucidation of the human genome is the emerging recognition that there are fewer single gene disorders than first anticipated, with most diseases predicted to be polygenic or at least gene-environment modified. Hereditary haemochromatosis (HH) is an inherited iron overload disorder, for which the vast majority of affected individuals (>90%) have homozygosity for a single pathogenic variant in the HFE gene, resulting in p.Cys282Tyr. Further, there is significant benefit to an individual in identifying the genetic risk of HH, since the condition evolves over decades, and the opportunity to intervene and prevent disease is both simple and highly effective through regular venesection. Add to that the immediate benefit to society of an increased pool of ready blood donors (blood obtained from HH venesections can generally be used for donation), and the case for population screening to identify those genetically at risk for HH becomes more cogent. Concerns about genetic discrimination, creating a cohort of “worried well”, antipathy to acting on medical advice to undertake preventive venesection or simply not understanding the genetic risk of the condition adequately have all been allayed by a number of investigations. So why then has HH population genetic screening not been routinely implemented anywhere in the world? The answer is complex, but in this article we explore the pros and cons of screening for HH and the different views regarding whether it should be phenotypic (screening for iron overload by serum ferritin and/or transferrin saturation) or genotypic (testing for HFE p.Cys282Tyr). We argue that now is the time to give this poster child for population genetic screening the due consideration required to benefit the millions of individuals at risk of HFE-related iron overload. Full article
(This article belongs to the Special Issue Human Genetics: Diseases, Community, and Counseling)
22 pages, 1425 KiB  
Article
Towards Reliable Healthcare LLM Agents: A Case Study for Pilgrims during Hajj
by Hanan M. Alghamdi and Abeer Mostafa
Information 2024, 15(7), 371; https://doi.org/10.3390/info15070371 - 26 Jun 2024
Viewed by 1264
Abstract
There is a pressing need for healthcare conversational agents with domain-specific expertise to ensure the provision of accurate and reliable information tailored to specific medical contexts. Moreover, there is a notable gap in research ensuring the credibility and trustworthiness of the information provided [...] Read more.
There is a pressing need for healthcare conversational agents with domain-specific expertise to ensure the provision of accurate and reliable information tailored to specific medical contexts. Moreover, there is a notable gap in research ensuring the credibility and trustworthiness of the information provided by these healthcare agents, particularly in critical scenarios such as medical emergencies. Pilgrims come from diverse cultural and linguistic backgrounds, often facing difficulties in accessing medical advice and information. Establishing an AI-powered multilingual chatbot can bridge this gap by providing readily available medical guidance and support, contributing to the well-being and safety of pilgrims. In this paper, we present a comprehensive methodology aimed at enhancing the reliability and efficacy of healthcare conversational agents, with a specific focus on addressing the needs of Hajj pilgrims. Our approach leverages domain-specific fine-tuning techniques on a large language model, alongside synthetic data augmentation strategies, to optimize performance in delivering contextually relevant healthcare information by introducing the HajjHealthQA dataset. Additionally, we employ a retrieval-augmented generation (RAG) module as a crucial component to validate uncertain generated responses, which improves model performance by 5%. Moreover, we train a secondary AI agent on a well-known health fact-checking dataset and use it to validate medical information in the generated responses. Our approach significantly elevates the chatbot’s accuracy, demonstrating its adaptability to a wide range of pilgrim queries. We evaluate the chatbot’s performance using quantitative and qualitative metrics, highlighting its proficiency in generating accurate responses and achieve competitive results compared to state-of-the-art models, in addition to mitigating the risk of misinformation and providing users with trustworthy health information. Full article
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17 pages, 1350 KiB  
Review
Autoimmune Gastritis and Hypochlorhydria: Known Concepts from a New Perspective
by Marica Vavallo, Sophia Cingolani, Giulio Cozza, Francesco P. Schiavone, Ludovica Dottori, Carla Palumbo and Edith Lahner
Int. J. Mol. Sci. 2024, 25(13), 6818; https://doi.org/10.3390/ijms25136818 - 21 Jun 2024
Viewed by 1862
Abstract
Autoimmune atrophic gastritis is an immune-mediated disease resulting in autoimmune destruction of the specialized acid-producing gastric parietal cells. As a consequence, in autoimmune atrophic gastritis, gastric acid secretion is irreversibly impaired, and the resulting hypochlorhydria leads to the main clinical manifestations and is [...] Read more.
Autoimmune atrophic gastritis is an immune-mediated disease resulting in autoimmune destruction of the specialized acid-producing gastric parietal cells. As a consequence, in autoimmune atrophic gastritis, gastric acid secretion is irreversibly impaired, and the resulting hypochlorhydria leads to the main clinical manifestations and is linked, directly or indirectly, to the long-term neoplastic complications of this disease. In the last few years, autoimmune atrophic gastritis has gained growing interest leading to the acquisition of new knowledge on different aspects of this disorder. Although reliable serological biomarkers are available and gastrointestinal endoscopy techniques have substantially evolved, the diagnosis of autoimmune atrophic gastritis is still affected by a considerable delay and relies on histopathological assessment of gastric biopsies. One of the reasons for the diagnostic delay is that the clinical presentations of autoimmune atrophic gastritis giving rise to clinical suspicion are very different, ranging from hematological to neurological–psychiatric up to gastrointestinal and less commonly to gynecological–obstetric symptoms or signs. Therefore, patients with autoimmune atrophic gastritis often seek advice from physicians of other medical specialties than gastroenterologists, thus underlining the need for increased awareness of this disease in a broad medical and scientific community. Full article
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13 pages, 605 KiB  
Article
Implementation of Nurse Prescriptions throughout the Public Health System in Catalonia (2021–2022)
by Rosa Bayot i Escardívol, Enric Mateo-Viladomat, Paola Galbany-Estragués, Mariona Vilar-Pont, Miquel Angel Calderó i Solé, Gerard Mora-López, Raquel Flores-Montoya, Montse Vicente-Belis, Núria Escoda-Geli, Andrea Molina-Nadal, Olga Canet-Vélez and Glòria Jodar-Solà
Healthcare 2024, 12(12), 1232; https://doi.org/10.3390/healthcare12121232 - 20 Jun 2024
Viewed by 898
Abstract
Background: Nurses in Catalonia have always prescribed health advice, health products, and medication in line with the professional competency of the discipline. Legislation about nurse prescriptions and the implementation of nurse prescribing varies widely among different countries. This article reports data regarding nurse [...] Read more.
Background: Nurses in Catalonia have always prescribed health advice, health products, and medication in line with the professional competency of the discipline. Legislation about nurse prescriptions and the implementation of nurse prescribing varies widely among different countries. This article reports data regarding nurse prescribing in Catalonia in 2021 and 2022. Methods: This retrospective longitudinal study analyzed data from all care-providing units in Catalonia’s integrated public health system. Results: The number of nurse prescriptions increased from 139,435 in 2021 to 573,822 in 2022, and the number of nurses issuing prescriptions increased from 3604 in 2021 to 5563 in 2022. The proportion of prescriptions for different products was similar in the two years analyzed. Prescriptions for medication increased by 7.5% in 2022. Conclusions: Nurse prescribing is a recent advance in Catalonia. Despite some difficulties in rollout, the data indicate that this practice is becoming consolidated, as in other European countries. Full article
(This article belongs to the Section Community Care)
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11 pages, 753 KiB  
Article
The Role of Artificial Intelligence in Patient Education: A Bladder Cancer Consultation with ChatGPT
by Allen Ao Guo, Basil Razi, Paul Kim, Ashan Canagasingham, Justin Vass, Venu Chalasani, Krishan Rasiah and Amanda Chung
Soc. Int. Urol. J. 2024, 5(3), 214-224; https://doi.org/10.3390/siuj5030032 - 14 Jun 2024
Viewed by 1256
Abstract
Objectives: ChatGPT is a large language model that is able to generate human-like text. The aim of this study was to evaluate ChatGPT as a potential supplement to urological clinical practice by exploring its capacity, efficacy and accuracy when delivering information on frequently [...] Read more.
Objectives: ChatGPT is a large language model that is able to generate human-like text. The aim of this study was to evaluate ChatGPT as a potential supplement to urological clinical practice by exploring its capacity, efficacy and accuracy when delivering information on frequently asked questions from patients with bladder cancer. Methods: We proposed 10 hypothetical questions to ChatGPT to simulate a doctor–patient consultation for patients recently diagnosed with bladder cancer. The responses were then assessed using two predefined scales of accuracy and completeness by Specialist Urologists. Results: ChatGPT provided coherent answers that were concise and easily comprehensible. Overall, mean accuracy scores for the 10 questions ranged from 3.7 to 6.0, with a median of 5.0. Mean completeness scores ranged from 1.3 to 2.3, with a median of 1.8. ChatGPT was also cognizant of its own limitations and recommended all patients should adhere closely to medical advice dispensed by their healthcare provider. Conclusions: This study provides further insight into the role of ChatGPT as an adjunct consultation tool for answering frequently asked questions from patients with bladder cancer diagnosis. Whilst it was able to provide information in a concise and coherent manner, there were concerns regarding the completeness of information conveyed. Further development and research into this rapidly evolving tool are required to ascertain the potential impacts of AI models such as ChatGPT in urology and the broader healthcare landscape. Full article
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28 pages, 4312 KiB  
Article
Intermediate Judgments and Trust in Artificial Intelligence-Supported Decision-Making
by Scott Humr and Mustafa Canan
Entropy 2024, 26(6), 500; https://doi.org/10.3390/e26060500 - 8 Jun 2024
Viewed by 1223
Abstract
Human decision-making is increasingly supported by artificial intelligence (AI) systems. From medical imaging analysis to self-driving vehicles, AI systems are becoming organically embedded in a host of different technologies. However, incorporating such advice into decision-making entails a human rationalization of AI outputs for [...] Read more.
Human decision-making is increasingly supported by artificial intelligence (AI) systems. From medical imaging analysis to self-driving vehicles, AI systems are becoming organically embedded in a host of different technologies. However, incorporating such advice into decision-making entails a human rationalization of AI outputs for supporting beneficial outcomes. Recent research suggests intermediate judgments in the first stage of a decision process can interfere with decisions in subsequent stages. For this reason, we extend this research to AI-supported decision-making to investigate how intermediate judgments on AI-provided advice may influence subsequent decisions. In an online experiment (N = 192), we found a consistent bolstering effect in trust for those who made intermediate judgments and over those who did not. Furthermore, violations of total probability were observed at all timing intervals throughout the study. We further analyzed the results by demonstrating how quantum probability theory can model these types of behaviors in human–AI decision-making and ameliorate the understanding of the interaction dynamics at the confluence of human factors and information features. Full article
(This article belongs to the Section Quantum Information)
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12 pages, 585 KiB  
Systematic Review
The Use of Contact Tracing Technologies for Infection Prevention and Control Purposes in Nosocomial Settings: A Systematic Literature Review
by Katy Stokes, Davide Piaggio, Francesco De Micco, Marianna Zarro, Anna De Benedictis, Vittoradolfo Tambone, Madison Moon, Alessia Maccaro and Leandro Pecchia
Infect. Dis. Rep. 2024, 16(3), 519-530; https://doi.org/10.3390/idr16030039 - 7 Jun 2024
Viewed by 1451
Abstract
Background: Pandemic management and preparedness are more needed than ever before and there is widespread governmental interest in learning from the COVID-19 pandemic in order to ensure the availability of evidence-based Infection Prevention and Control measures. Contact tracing is integral to Infection Prevention [...] Read more.
Background: Pandemic management and preparedness are more needed than ever before and there is widespread governmental interest in learning from the COVID-19 pandemic in order to ensure the availability of evidence-based Infection Prevention and Control measures. Contact tracing is integral to Infection Prevention and Control, facilitating breaks in the chain of transmission in a targeted way, identifying individuals who have come into contact with an infected person, and providing them with instruction/advice relating to testing, medical advice and/or self-isolation. Aim: This study aims to improve our understanding of the use of contact tracing technologies in healthcare settings. This research seeks to contribute to the field of Infection Prevention and Control by investigating how these technologies can mitigate the spread of nosocomial infections. Ultimately, this study aims to improve the quality and safety of healthcare delivery. Methods: A systematic literature review was conducted, and journal articles investigating the use of contact tracing technologies in healthcare settings were retrieved from databases held on the OvidSP platform between March and September 2022, with no date for a lower limit. Results: In total, 277 studies were retrieved and screened, and 14 studies were finally included in the systematic literature review. Most studies investigated proximity sensing technologies, reporting promising results. However, studies were limited by small sample sizes and confounding factors, revealing contact tracing technologies remain at a nascent stage. Investment in research and development of new testing technologies is necessary to strengthen national and international contact tracing capabilities. Conclusion: This review aims to contribute to those who intend to create robust surveillance systems and implement infectious disease reporting protocols. Full article
(This article belongs to the Special Issue Emerging Infections: Epidemiology, Diagnostics, Clinics and Evolution)
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20 pages, 1948 KiB  
Article
Liability of Health Professionals Using Sensors, Telemedicine and Artificial Intelligence for Remote Healthcare
by Marie Geny, Emmanuel Andres, Samy Talha and Bernard Geny
Sensors 2024, 24(11), 3491; https://doi.org/10.3390/s24113491 - 28 May 2024
Viewed by 1048
Abstract
In the last few decades, there has been an ongoing transformation of our healthcare system with larger use of sensors for remote care and artificial intelligence (AI) tools. In particular, sensors improved by new algorithms with learning capabilities have proven their value for [...] Read more.
In the last few decades, there has been an ongoing transformation of our healthcare system with larger use of sensors for remote care and artificial intelligence (AI) tools. In particular, sensors improved by new algorithms with learning capabilities have proven their value for better patient care. Sensors and AI systems are no longer only non-autonomous devices such as the ones used in radiology or surgical robots; there are novel tools with a certain degree of autonomy aiming to largely modulate the medical decision. Thus, there will be situations in which the doctor is the one making the decision and has the final say and other cases in which the doctor might only apply the decision presented by the autonomous device. As those are two hugely different situations, they should not be treated the same way, and different liability rules should apply. Despite a real interest in the promise of sensors and AI in medicine, doctors and patients are reluctant to use it. One important reason is a lack clear definition of liability. Nobody wants to be at fault, or even prosecuted, because they followed the advice from an AI system, notably when it has not been perfectly adapted to a specific patient. Fears are present even with simple sensors and AI use, such as during telemedicine visits based on very useful, clinically pertinent sensors; with the risk of missing an important parameter; and, of course, when AI appears “intelligent”, potentially replacing the doctors’ judgment. This paper aims to provide an overview of the liability of the health professional in the context of the use of sensors and AI tools in remote healthcare, analyzing four regimes: the contract-based approach, the approach based on breach of duty to inform, the fault-based approach, and the approach related to the good itself. We will also discuss future challenges and opportunities in the promising domain of sensors and AI use in medicine. Full article
(This article belongs to the Special Issue Remote Healthcare with Sensors and Internet of Things)
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