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1.
J Med Syst ; 48(1): 54, 2024 May 23.
Artigo em Inglês | MEDLINE | ID: mdl-38780839

RESUMO

Artificial Intelligence (AI), particularly AI-Generated Imagery, has the potential to impact medical and patient education. This research explores the use of AI-generated imagery, from text-to-images, in medical education, focusing on congenital heart diseases (CHD). Utilizing ChatGPT's DALL·E 3, the research aims to assess the accuracy and educational value of AI-created images for 20 common CHDs. In this study, we utilized DALL·E 3 to generate a comprehensive set of 110 images, comprising ten images depicting the normal human heart and five images for each of the 20 common CHDs. The generated images were evaluated by a diverse group of 33 healthcare professionals. This cohort included cardiology experts, pediatricians, non-pediatric faculty members, trainees (medical students, interns, pediatric residents), and pediatric nurses. Utilizing a structured framework, these professionals assessed each image for anatomical accuracy, the usefulness of in-picture text, its appeal to medical professionals, and the image's potential applicability in medical presentations. Each item was assessed on a Likert scale of three. The assessments produced a total of 3630 images' assessments. Most AI-generated cardiac images were rated poorly as follows: 80.8% of images were rated as anatomically incorrect or fabricated, 85.2% rated to have incorrect text labels, 78.1% rated as not usable for medical education. The nurses and medical interns were found to have a more positive perception about the AI-generated cardiac images compared to the faculty members, pediatricians, and cardiology experts. Complex congenital anomalies were found to be significantly more predicted to anatomical fabrication compared to simple cardiac anomalies. There were significant challenges identified in image generation. Based on our findings, we recommend a vigilant approach towards the use of AI-generated imagery in medical education at present, underscoring the imperative for thorough validation and the importance of collaboration across disciplines. While we advise against its immediate integration until further validations are conducted, the study advocates for future AI-models to be fine-tuned with accurate medical data, enhancing their reliability and educational utility.


Assuntos
Inteligência Artificial , Cardiopatias Congênitas , Humanos , Cardiopatias Congênitas/diagnóstico por imagem , Cardiopatias Congênitas/diagnóstico
2.
N Engl J Med ; 382(3): 256-265, 2020 01 16.
Artigo em Inglês | MEDLINE | ID: mdl-31940699

RESUMO

Deficiency of ubiquitin-specific peptidase 18 (USP18) is a severe type I interferonopathy. USP18 down-regulates type I interferon signaling by blocking the access of Janus-associated kinase 1 (JAK1) to the type I interferon receptor. The absence of USP18 results in unmitigated interferon-mediated inflammation and is lethal during the perinatal period. We describe a neonate who presented with hydrocephalus, necrotizing cellulitis, systemic inflammation, and respiratory failure. Exome sequencing identified a homozygous mutation at an essential splice site on USP18. The encoded protein was expressed but devoid of negative regulatory ability. Treatment with ruxolitinib was followed by a prompt and sustained recovery. (Funded by King Saud University and others.).


Assuntos
Doenças Hereditárias Autoinflamatórias/tratamento farmacológico , Interferons/metabolismo , Interleucinas/metabolismo , Janus Quinase 1/antagonistas & inibidores , Inibidores de Janus Quinases/uso terapêutico , Mutação com Perda de Função , Pirazóis/uso terapêutico , Ubiquitina Tiolesterase/deficiência , Homozigoto , Humanos , Hidrocefalia/genética , Recém-Nascido , Masculino , Nitrilas , Pirimidinas , Receptores de Interferon/metabolismo , Indução de Remissão , Choque Séptico/genética , Transdução de Sinais/genética , Ubiquitina Tiolesterase/genética , Sequenciamento do Exoma
3.
Pediatr Nephrol ; 38(2): 573-582, 2023 02.
Artigo em Inglês | MEDLINE | ID: mdl-35585363

RESUMO

BACKGROUND: Acute kidney injury (AKI) is a common complication in patients with diabetic ketoacidosis (DKA) (incidence 35-77%). AKI evolution during DKA treatment/recovery is poorly understood. Our aim was to assess children with DKA for prevalence, short-term kidney outcomes, severity, and predictors of AKI development and resolution. METHODS: This retrospective cohort study included children aged 2-14 years admitted with DKA between January 2016 and May 2020 in a Saudi tertiary care hospital. We defined AKI as an increase in serum creatinine of > 1.5 times baseline or > 3 mg/dL (26 mmol/L) within 48 h. RESULTS: Of 213 patients admitted with DKA, 172 (80.75%) developed AKI: stage 1 in 83 (38.96%), stage 2 in 86 (40.37%), and stage 3 in 3 (1.4%). No patient required dialysis. Multivariate analysis showed an increased risk of developing AKI with male gender (OR = 2.85) and lower serum bicarbonate (OR = 0.83) when adjusted for initial heart rate, hematocrit, new onset diabetes, and recurrent AKI. The mean time to AKI resolution was 13.21 ± 6.78 h. Factors leading to prolonged recovery from AKI in linear regression analysis were older age (B coefficient = 0.44, p = 0.01), recurrent DKA episodes (B coefficient = 3.70, p value 0.003), increased acidosis severity (B coefficient = - 0.44, p = 0.04), increased time to anion gap normalization (B coefficient = 0.44, p = 0.019), and increased initial glucose (B coefficient = 0.01, p = 0.011). CONCLUSION: In our cohort, AKI is a common, but mostly transient complication in children presenting with DKA, and its severity is associated with longer intensive care stays and time for acidosis resolution. AKI was associated with male gender, and lower serum bicarbonate. Proper consideration of such risk factors is needed for AKI assessment and management in future DKA clinical practice guidelines. A higher resolution version of the Graphical abstract is available as Supplementary information.


Assuntos
Acidose , Injúria Renal Aguda , Diabetes Mellitus , Cetoacidose Diabética , Humanos , Criança , Masculino , Cetoacidose Diabética/complicações , Estudos Retrospectivos , Bicarbonatos , Diálise Renal/efeitos adversos , Fatores de Risco , Injúria Renal Aguda/etiologia
4.
J Infect Chemother ; 29(1): 20-25, 2023 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-36103948

RESUMO

OBJECTIVES: To measure the prevalence of viral infections, length of stay (LOS), and outcome in children admitted to the pediatric intensive care unit (PICU) during the period preceding the COVID-19 pandemic in a MERS-CoV endemic country. METHODS: A retrospective chart review of children 0-14 years old admitted to PICU with a viral infection. RESULTS: Of 1736 patients, 164 patients (9.45%) had a positive viral infection. The annual prevalence trended downward over a three-year period, from 11.7% to 7.3%. The median PICU LOS was 11.6 days. Viral infections were responsible for 1904.4 (21.94%) PICU patient-days. Mechanical ventilation was used in 91.5% of patients, including noninvasive and invasive modes. Comorbidities were significantly associated with intubation (P-value = 0.025). Patients infected with multiple viruses had median pediatric index of mortality 2 (PIM 2) scores of 4, as compared to 1 for patients with single virus infections (p < 0.001), and a median PICU LOS of 12 days, compared to 4 in the single-virus group (p < 0.001). Overall, mortality associated with viral infections in PICU was 7 (4.3%). Patients with viral infections having multiple organ failure were significantly more likely to die in the PICU (p = 0.001). CONCLUSION: Viral infections are responsible for one-fifth of PICU patient-days, with a high demand for mechanical ventilation. Patients with multiple viral infections had longer LOS, and higher PIM 2 scores. The downward trend in the yearly rate of PICU admissions for viral infections between the end of the MERS-CoV outbreak and the start of the COVID-19 pandemic may suggest viral interference that warrants further investigations.


Assuntos
COVID-19 , Viroses , Criança , Humanos , Lactente , Recém-Nascido , Pré-Escolar , Adolescente , Pandemias , Centros de Atenção Terciária , Estudos Retrospectivos , COVID-19/epidemiologia , Unidades de Terapia Intensiva Pediátrica , Viroses/epidemiologia , Tempo de Internação
5.
J Infect Chemother ; 28(9): 1304-1309, 2022 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-35688759

RESUMO

OBJECTIVES: This is a pilot retrospective study to assess the effect of glomerular hyper-filtration (GHF) related to sickle cell disease (SCD) on vancomycin clearance and ultimately on therapeutic drug levels in children admitted to the pediatric intensive care unit (PICU) with acute chest syndrome (ACS). METHOD: The patients' steady-state vancomycin trough levels (VTL) and the area under the curve (AUC) were compared with those of age- and gender-matched control group; matching was made at a 1:3 ratio. RESULTS: Twelve SCD patients with ACS and treated with vancomycin were compared with 36 non-SCD patients (control group). Compared with the control patients, the ACS patients had significantly lower initial serum VTL (median = 6.00 mcg/mL vs. 9.75 mcg/mL) (p = 0.007), and their average VTL were still lower (median = 6.65 mcg/mL vs. 10.00 mcg/mL) post vancomycin dose adjustment (p = 0.039). The time to achieve the therapeutic vancomycin level was significantly longer for the ACS patients (median = 4.75 days) than for the control group (median = 1 day) (p = 0.009). The AUC was also significantly lower in the ACS patients (median = 293 mg*h/L) than in the control group (median = 405.5 mg*h/L) (p = 0.007). The AUC was negatively associated with creatinine clearance (Beta Coefficient = -0.366, p-value=<0.001) even when adjusted for receiving loading dose, standard dose per weight, and severity of critical illness. CONCLUSION: These findings support the attributed role of the GHF associated with SCD leading to lower vancomycin level in ACS cases. Therefore, the standard dosing approach for vancomycin in ACS patients may be ineffective. We thus advocate for individualized dosing with careful monitoring of drug levels to account for GHF.


Assuntos
Síndrome Torácica Aguda , Anemia Falciforme , Síndrome Torácica Aguda/induzido quimicamente , Síndrome Torácica Aguda/tratamento farmacológico , Anemia Falciforme/induzido quimicamente , Anemia Falciforme/tratamento farmacológico , Antibacterianos , Criança , Estado Terminal/terapia , Humanos , Estudos Retrospectivos , Vancomicina
6.
Pediatr Emerg Care ; 38(3): e1112-e1117, 2022 Mar 01.
Artigo em Inglês | MEDLINE | ID: mdl-34469401

RESUMO

INTRODUCTION: Net fluid balance and its role in sepsis-related mortality is not clear; studies suggest that aggressive fluid resuscitation can help in treatment, whereas others consider it is associated with poor outcomes. This study aimed to clarify the possible association of initial 24 hours' fluid balance with poor outcomes in pediatric patients with sepsis. METHODS: Retrospective data analysis included pediatric patients admitted with suspected or proven sepsis or septic shock to pediatric intensive care unit (PICU) of a tertiary care teaching hospital in Saudi Arabia. RESULTS: The study included 47 patients; 13 (28%) died, and mortality rate was significant in children with neurologic failure (P < 0.02), mechanical ventilation within 24 hours of admission (P < 0.03), leukopenia (P < 0.02), abnormal international normalized ratio (P < 0.02), initial blood lactate levels higher than 5 mmol/L (P < 0.02), or positive fluid balance at 24 hours of admission to the PICU (P < 0.001). CONCLUSION: Among children with sepsis and/or septic shock, there is significant association between mortality and initial high blood lactate levels and positive fluid balance at 24 hours from admission to the PICU.


Assuntos
Sepse , Choque Séptico , Criança , Hidratação , Humanos , Unidades de Terapia Intensiva Pediátrica , Estudos Retrospectivos , Sepse/terapia , Choque Séptico/terapia , Equilíbrio Hidroeletrolítico
7.
BMC Med Educ ; 21(1): 565, 2021 Nov 09.
Artigo em Inglês | MEDLINE | ID: mdl-34753457

RESUMO

BACKGROUND: The external academic accreditation is a quality assurance and auditing process that focuses on the structure, process, and outcome of the education. It is an interrupting and highly demanding process in terms of effort, time, financial, and human resources. However, it is unclear in the literature how much of these external quality assurance practices impeded in the accreditation processes would reflect on the other end of the learning pathway, including student satisfaction. METHODS: A retrospective quantitative secondary data analysis, with a before-after comparison research design, was performed to evaluate external accreditation's impact on students' mean satisfaction score within two accreditation cycles at King Saud University (KSU)-Bachelor of Medicine, Bachelor of Surgery (MBBS) program. RESULTS: The overall average students' satisfaction scores pre-and-post the first accreditation cycle were 3.46/5 (±0.35), 3.71 (±0.39), respectively, with a P-value of < 0.001. The effect of post first accreditation cycle was sustainable for a couple of years, then maintained above the baseline of the pre-first accreditation cycle until the pre-second accreditation cycle. Similarly, the overall average students' satisfaction scores pre-and-post the second accreditation cycles were 3.57/5 (±0.30) and 3.70 (±0.34), respectively, with a P-value of 0.04. Compared to the first accreditation cycle, the improvement of the mean score of students' satisfaction rates was not sustained beyond the year corresponding to the post-second accreditation cycle. CONCLUSION: Both accreditation cycles were associated with an increased score in students' satisfaction. The preparatory phase activities and navigation through the self-study assessment while challenging the program's competencies are essential triggers for quality improvement practices associated with accreditation.


Assuntos
Educação de Graduação em Medicina , Estudantes de Medicina , Acreditação , Humanos , Satisfação Pessoal , Estudos Retrospectivos , Estudantes , Universidades
9.
Int J Qual Health Care ; 30(8): 587-593, 2018 Oct 01.
Artigo em Inglês | MEDLINE | ID: mdl-29697828

RESUMO

OBJECTIVES: Evaluation of feasibility and effectiveness of Surviving Sepsis Campaign (SSC) Guidelines implementation at a Pediatric Intensive Care Unit (PICU) in Saudi Arabia to reduce severe sepsis associated mortality. DESIGN: Retrospective data analysis for a prospective quality improvement (QI) initiative. SETTINGS: PICU at King Saud University Medical City, Saudi Arabia. PARTICIPANTS: Children ≤14 years of age admitted to the PICU from July 2010 to March 2011 with suspected or proven sepsis. Comparisons were made to a previously admitted group of patients with sepsis from October 2009 to June 2010. INTERVENTIONS: Adaptation and implementation of the Surviving Sepsis Campaign-Clinical Practice Guidelines (SSC-CPGs) through AGREE instrument and ADAPTE process. MAIN OUTCOME MEASURES: We reported pre- and post-implementation outcome of interest for this QI initiative, annual sepsis-related mortality rate. Furthermore, we reported follow-up of annual mortality rate until December 2016. RESULTS: Sixty-five patients was included in the study (42 in post-guidelines implementation group and 23 in pre-guidelines implementation group). Mortality was insignificantly lower in the post-implementation group (26.2% vs. 47.8%; P = 0.079). However, when adjusted for severity, identified by number of failing organs in the multivariate regression analysis, the mortality difference was favorable for the post-implementation group (P = 0.006). The lower sepsis-related mortality rate was also sustained, with an average mortality rate of 15.11% for the subsequent years (2012-16). CONCLUSIONS: Adaptation and implementation of SSC Guidelines in our setting support its feasibility and potential benefits. However, a larger study is recommended to explore detailed compliance rates.


Assuntos
Unidades de Terapia Intensiva Pediátrica/normas , Melhoria de Qualidade/organização & administração , Sepse/diagnóstico , Sepse/terapia , Adolescente , Criança , Pré-Escolar , Feminino , Fidelidade a Diretrizes , Hospitais Universitários , Humanos , Lactente , Unidades de Terapia Intensiva Pediátrica/organização & administração , Masculino , Insuficiência de Múltiplos Órgãos/prevenção & controle , Guias de Prática Clínica como Assunto , Estudos Retrospectivos , Arábia Saudita , Sepse/mortalidade , Resultado do Tratamento
10.
Neurosciences (Riyadh) ; 23(1): 62-65, 2018 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-29455226

RESUMO

OBJECTIVE: To explore therapeutic attitude of healthcare providers practicing in pediatric critical care in Saudi Arabia toward patients with Spinal Muscular Atroph (SMA) Type I, and to explore their awareness about the International Consensus statement for SMA care. METHODS: A cross-sectional survey was conducted in April 2015 during 6th Saudi Critical Care Conference, targeting physicians and respiratory therapists practicing in Pediatric Critical Care. RESULTS: Sixty participants accepted to participate in this survey. Out of those who answered the questionnaire, 44 were included in the analysis. Majority (66%) of participants were unaware of the International Consensus guidelines for SMA. Endotracheal intubation was reported as an acceptable intervention in SMA patients with acute respiratory failure by 43% of participants. Similarly, chronic home ventilation was agreed by 41% of participants. CONCLUSION: A nationwide adaptation of the International SMA Consensus guidelines for children with SMA I is recommended, aiming to decrease variability and standardize their management across various healthcare facilities in Saudi Arabia.


Assuntos
Conhecimentos, Atitudes e Prática em Saúde , Intubação Intratraqueal/psicologia , Atrofia Muscular Espinal/terapia , Pediatras/psicologia , Respiração Artificial/psicologia , Feminino , Humanos , Unidades de Terapia Intensiva Pediátrica , Masculino , Arábia Saudita
11.
J Infect Chemother ; 23(12): 844-847, 2017 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-28888855

RESUMO

Cytomegalovirus (CMV) can rarely cause severe manifestations in immunocompetent individuals. Hereby, we report a twelve-year-old boy who presented with tachycardia, tachypnea, fever and leukocytosis, which progressed to hypoxemic respiratory failure and severe acute respiratory distress syndrome (ARDS). Subsequently, he developed multi-organ failure despite the ongoing full supportive care and empiric broad spectrum antibiotics. Cytomegalovirus infection was diagnosed by Polymerase Chain Reaction (PCR) in blood and histopathological examination of lung biopsy. Immunological work up for the child was unremarkable. Ganciclovir therapy was introduced and showed significant improvement until full recovery. However, our patient developed transient heart block as a rare complication for Ganciclovir therapy throughout his course. We present this case with literature review for the CMV infection associated morbidity and mortality among immunocompetent children.


Assuntos
Antivirais/efeitos adversos , Arritmias Cardíacas/induzido quimicamente , Infecções por Citomegalovirus/complicações , Citomegalovirus/isolamento & purificação , Ganciclovir/efeitos adversos , Insuficiência de Múltiplos Órgãos/virologia , Pneumonia Viral/virologia , Síndrome Respiratória Aguda Grave/virologia , Antivirais/administração & dosagem , Bloqueio de Ramo/induzido quimicamente , Criança , Citomegalovirus/genética , Infecções por Citomegalovirus/tratamento farmacológico , Infecções por Citomegalovirus/imunologia , Ganciclovir/administração & dosagem , Humanos , Imunocompetência/imunologia , Leucocitose , Masculino , Insuficiência de Múltiplos Órgãos/tratamento farmacológico , Insuficiência de Múltiplos Órgãos/imunologia , Pneumonia Viral/tratamento farmacológico , Pneumonia Viral/imunologia , Síndrome Respiratória Aguda Grave/tratamento farmacológico , Síndrome Respiratória Aguda Grave/imunologia , Taquicardia , Taquipneia
13.
J Asthma ; 52(2): 115-22, 2015 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-25134782

RESUMO

OBJECTIVE: Rs37972 and rs37973 variants in the glucocorticoid-induced transcript 1 gene have been associated with inhaled glucocorticosteroid responsiveness in asthmatics; however, some discrepancies have been also reported. This study aims to determine whether rs37972 and rs37973 SNPs are associated with asthma risk in Saudi Arabian asthmatics. METHODS: Two-hundred seventy-one diagnosed asthmatics (3-65 years old) and 387 healthy control subjects of equivalent age were recruited. DNA from peripheral blood was purified, and genotyping of rs37972 and rs37973 SNPs was performed by PCR amplification of segments of interest, followed by Sanger sequencing. RESULTS: The global frequencies of the minor (risk) alleles were 28% ("T" allele, rs37972) and 30% ("G" allele, rs37973). Yates-corrected Chi-square (χ(2)) tests revealed significant differences between asthmatic and healthy groups, in allele frequencies for rs37973 SNP only (χ(2) = 3.98, Yates' p value = 0.046). Regarding genotype frequencies, a significant difference between asthmatic and healthy groups was observed for variant rs37972 only (χ(2) = 8.19, Yates' p value = 0.016). To determine a possible association of the minor "T" and "G" alleles with asthma, both the recessive and dominant genetic models were tested. For rs37973, none of the genotypes were significantly associated with asthma. Concerning rs37972, the dominant model (C/T + T/T versus C/C) indicated a significant "protective" association with asthma, in which C/T + T/T individuals had lower odds of being asthmatics than C/C individuals (OR = 0.67; 95% CI = 0.48-0.94; p = 0.019*). CONCLUSIONS: The minor alleles "T" and "G" of rs37972 and rs37973 SNPs, respectively, were not significantly associated with increased asthma risk in asthma patients from Saudi Arabia.


Assuntos
Asma/genética , Receptores de Glucocorticoides/genética , Adolescente , Adulto , Idoso , Criança , Pré-Escolar , Estudos Transversais , Feminino , Volume Expiratório Forçado , Frequência do Gene , Genótipo , Humanos , Desequilíbrio de Ligação , Masculino , Pessoa de Meia-Idade , Polimorfismo de Nucleotídeo Único , Fatores de Risco , Arábia Saudita/epidemiologia , Índice de Gravidade de Doença , Adulto Jovem
14.
Cureus ; 16(5): e61377, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38817799

RESUMO

The introduction of OpenAI's ChatGPT-4omni (GPT-4o) represents a potential advancement in virtual healthcare and telemedicine. GPT-4o excels in processing audio, visual, and textual data in real time, offering possible enhancements in understanding natural language in both English and non-English contexts. Furthermore, the new "Temporary Chat" feature may improve privacy and data confidentiality during interactions, potentially increasing integration with healthcare systems. These innovations promise to enhance communication clarity, facilitate the integration of medical images, and increase data privacy in online consultations. This editorial explores some future implications of these advancements for telemedicine, highlighting the necessity for further research on reliability and the integration of advanced language models with human expertise.

15.
Cureus ; 16(6): e61564, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38962609

RESUMO

INTRODUCTION: Objective Structured Clinical Examinations (OSCEs) are essential assessments for evaluating the clinical competencies of medical students. The COVID-19 pandemic caused a significant disruption in medical education, prompting institutions to adopt virtual formats for academic activities. This study analyzes the feasibility, satisfaction, and experiences of pediatric board candidates and faculty during virtual or electronic OSCE (e-OSCE) training sessions using Zoom video communication (Zoom Video Communications, Inc., San Jose, USA). METHODS: This is a post-event survey assessing the perceptions of faculty and candidates and the perceived advantages and obstacles of e-OSCE. RESULTS: A total of 142 participants were invited to complete a post-event survey, and 105 (73.9%) completed the survey. There was equal gender representation. More than half of the participants were examiners. The overall satisfaction with the virtual e-OSCE was high, with a mean score of 4.7±0.67 out of 5. Most participants were likely to recommend e-OSCE to a friend or colleague (mean score 8.84±1.51/10). More faculty (66.1%) than candidates (40.8%) preferred e-OSCE (P=0.006). CONCLUSION: Transitioning to virtual OSCE training during the pandemic proved feasible, with high satisfaction rates. Further research on virtual training for OSCE in medical education is recommended to optimize its implementation and outcomes.

16.
Heliyon ; 10(7): e28962, 2024 Apr 15.
Artigo em Inglês | MEDLINE | ID: mdl-38623218

RESUMO

Artificial intelligence (AI) chatbots, such as ChatGPT, have widely invaded all domains of human life. They have the potential to transform healthcare future. However, their effective implementation hinges on healthcare workers' (HCWs) adoption and perceptions. This study aimed to evaluate HCWs usability of ChatGPT three months post-launch in Saudi Arabia using the System Usability Scale (SUS). A total of 194 HCWs participated in the survey. Forty-seven percent were satisfied with their usage, 57 % expressed moderate to high trust in its ability to generate medical decisions. 58 % expected ChatGPT would improve patients' outcomes, even though 84 % were optimistic of its potential to improve the future of healthcare practice. They expressed possible concerns like recommending harmful medical decisions and medicolegal implications. The overall mean SUS score was 64.52, equivalent to 50 % percentile rank, indicating high marginal acceptability of the system. The strongest positive predictors of high SUS scores were participants' belief in AI chatbot's benefits in medical research, self-rated familiarity with ChatGPT and self-rated computer skills proficiency. Participants' learnability and ease of use score correlated positively but weakly. On the other hand, medical students and interns had significantly high learnability scores compared to others, while ease of use scores correlated very strongly with participants' perception of positive impact of ChatGPT on the future of healthcare practice. Our findings highlight the HCWs' perceived marginal acceptance of ChatGPT at the current stage and their optimism of its potential in supporting them in future practice, especially in the research domain, in addition to humble ambition of its potential to improve patients' outcomes particularly in regard of medical decisions. On the other end, it underscores the need for ongoing efforts to build trust and address ethical and legal concerns of AI implications in healthcare. The study contributes to the growing body of literature on AI chatbots in healthcare, especially addressing its future improvement strategies and provides insights for policymakers and healthcare providers about the potential benefits and challenges of implementing them in their practice.

17.
Cureus ; 15(9): e44769, 2023 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-37809155

RESUMO

The exponential growth of ChatGPT in medical literature, amassing over 1000 PubMed citations by August 2023, underscores a pivotal juncture in the convergence of artificial intelligence (AI) and healthcare. This remarkable rise not only showcases its potential to revolutionize medical academia but also indicates its impending influence on patient care and healthcare systems. Notwithstanding this enthusiasm, one-third of these citations are editorials or commentaries, stressing a gap in empirical research. Alongside its potential, there are concerns about ChatGPT becoming a "Weapon of Mass Deception" and the need for rigorous evaluations to counter inaccuracies. The World Association of Medical Editors has released guidelines emphasizing that AI tools should not be manuscript co-authors and advocates for clear disclosures in AI-assisted academic works. Interestingly, ChatGPT achieved its citation milestone within nine months, compared to Google's 14 years. As Large Language Models (LLMs), like ChatGPT, become more integral in healthcare, issues surrounding data protection, patient privacy, and ethical implications gain prominence. As the future of LLM research unfolds, key areas of interest include its efficacy in clinical settings, its role in telemedicine, and its potential in medical education. The journey ahead necessitates a harmonious partnership between the medical community and AI developers, emphasizing both technological advancements and ethical considerations.

18.
Cureus ; 15(5): e39384, 2023 May.
Artigo em Inglês | MEDLINE | ID: mdl-37223340

RESUMO

The fusion of insights from the comprehensive global burden of disease (GBD) study and the advanced artificial intelligence of open artificial intelligence (AI) chat generative pre-trained transformer version 4 (ChatGPT-4) brings the potential to transform personalized healthcare planning. By integrating the data-driven findings of the GBD study with the powerful conversational capabilities of ChatGPT-4, healthcare professionals can devise customized healthcare plans that are adapted to patients' lifestyles and preferences. We propose that this innovative partnership can lead to the creation of a novel AI-assisted personalized disease burden (AI-PDB) assessment and planning tool. For the successful implementation of this unconventional technology, it is crucial to ensure continuous and accurate updates, expert supervision, and address potential biases and limitations. Healthcare professionals and stakeholders should have a balanced and dynamic approach, emphasizing interdisciplinary collaborations, data accuracy, transparency, ethical compliance, and ongoing training. By investing in the unique strengths of both ChatGPT-4, especially its newly introduced features such as live internet browsing or plugins, and the GBD study, we may enhance personalized healthcare planning. This innovative approach has the potential to improve patient outcomes and optimize resource utilization, as well as pave the way for the worldwide implementation of precision medicine, thereby revolutionizing the existing healthcare landscape. However, to fully harness these benefits at both the global and individual levels, further research and development are warranted. This will ensure that we effectively tap into the potential of this synergy, bringing societies closer to a future where personalized healthcare is the norm rather than the exception.

19.
Cureus ; 15(3): e36263, 2023 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-37073200

RESUMO

In the current post-pandemic era, the rapid spread of respiratory viruses among children and infants resulted in hospitals and pediatric intensive care units (PICUs) becoming overwhelmed. Healthcare providers around the world faced a significant challenge from the outbreak of respiratory viruses like respiratory syncytial virus (RSV), metapneumovirus, and influenza viruses. The chatbot generative pre-trained transformer, ChatGPT, which was launched by OpenAI in November 2022, had both positive and negative aspects in medical writing. Still, it has the potential to generate mitigation suggestions that could be rapidly implemented. We describe the generated suggestion from ChatGPT on 27 Feb 2023 in response to the question "What's your advice for the pediatric intensivists?" We as human authors and healthcare providers, do agree with and supplement with references these suggestions of ChatGPT. We also advocate that artificial intelligence (AI)-enabled chatbots could be utilized in seeking a vigilant and robust healthcare system to rapidly adapt to changing respiratory viruses circulating around the seasons, but AI-generated suggestions need experts to validate them, and further research is warranted.

20.
Heliyon ; 9(6): e16844, 2023 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-37303529

RESUMO

Background: In the field of medical education, students faced significant challenges during the COVID-19 pandemic. Abrupt alterations were made in the form of preventative precautions. Virtual classes replaced onsite classes, clinical placements were canceled, and social distance interventions prevented face-to-face practical sessions. The present study aimed to assess students' performance and satisfaction before and after the transition of a psychiatry course from onsite to entirely online during the COVID-19 pandemic. Methods: A retrospective, non-clinical, and non-interventional comparative educational research study included all students registered in the psychiatric course for the academic year 2020 (pre-pandemic/onsite) and 2021 (during the pandemic/online).To assess students' satisfaction, we utilized the National Commission for Academic Accreditation and Assessment (NCAAA) students' satisfaction survey used by the academic quality unit at KSU, College of Medicine.Satisfaction was assessed in six domains: course organization, learning resources, faculty experiences, clinical teaching, practical sessions, and overall satisfaction. The reliability of the questionnaire was measured using Cronbach's alpha test.To assess their performance, students' grades from both periods were obtained from the exam center. Results: A total of 193 medical students enrolled in the study; 80 received onsite learning and assessment, while another 113 received full online learning and assessment. The students' mean indicators of course satisfaction for the online courses exceeded their corresponding indicators significantly compared to the onsite courses. These indicators included students' satisfaction in terms of course organization, p < 0.001; medical learning resources, p < 0.050; faculty experience, p < 0.050; and overall course, p < 0.050. There were no significant differences regarding satisfaction in both practical sessions, p > 0.050, and clinical teaching, p > 0.050. The students' performance mean was significantly higher in the online (M = 91.76) compared to the onsite courses (M = 88.58) (p < 0.001), and the Cohen's D statistic showed there was a medium level of enhancement in students' overall grades (Cohen's d = 0.41). Conclusion: Students perceived the switch to online delivery methods very favorably. Students' satisfaction significantly improved regarding the themes of course organization, faculty experience, learning resources, and overall course satisfaction, while a similar level of adequate student satisfaction was maintained in terms of clinical teaching and practical sessions during the transition of the course to e-learning. In addition, the online course was associated with a trend toward higher students' grades. However, the assessment of the achievement of course learning outcomes and the maintenance of this positive impact warrants further investigation.

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