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1.
MMWR Morb Mortal Wkly Rep ; 73(35): 758-762, 2024 Sep 05.
Artigo em Inglês | MEDLINE | ID: mdl-39235998

RESUMO

Monkeypox virus (MPXV) can spread among humans through direct contact with lesions, scabs, or saliva; via respiratory secretions; and indirectly from fomites; via percutaneous injuries; and by crossing the placenta to the fetus during pregnancy. Since 2022, most patients with mpox in the United States have experienced painful skin lesions, and some have had severe illness. During 2021-2022, CDC initiated aircraft contact investigations after receiving reports of travelers on commercial flights with probable or confirmed mpox during their infectious period. Data were collected 1) during 2021, when two isolated clade II mpox cases not linked to an outbreak were imported into the United States by international travelers and 2) for flights arriving in or traveling within the United States during April 30-August 2, 2022, after a global clade II mpox outbreak was detected in May 2022. A total of 113 persons (100 passengers and 13 crew members) traveled on 221 flights while they were infectious with mpox. CDC developed definitions for aircraft contacts based on proximity to mpox cases and flight duration, sent information about these contacts to U.S. health departments, and received outcome information for 1,046 (68%) of 1,538 contacts. No traveler was found to have acquired mpox via a U.S. flight exposure. For persons with mpox and their contacts who had departed from the United States, CDC forwarded contact information as well as details about the exposure event to destination countries to facilitate their own public health investigations. Findings from these aircraft contact investigations suggest that traveling on a flight with a person with mpox does not appear to constitute an exposure risk or warrant routine contact tracing activities. Nonetheless, CDC recommends that persons with mpox isolate and delay travel until they are no longer infectious.


Assuntos
Viagem Aérea , Busca de Comunicante , Surtos de Doenças , Mpox , Humanos , Estados Unidos/epidemiologia , Viagem Aérea/estatística & dados numéricos , Mpox/epidemiologia , Feminino , Masculino , Adulto , Centers for Disease Control and Prevention, U.S. , Aeronaves
2.
Surg Neurol Int ; 15: 272, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-39246766

RESUMO

Background: Over the past two decades, endoscopic endonasal skull base surgery (EESBS) has revolutionized the treatment of skull base tumors by enabling minimal access to resect significant pathologies such as meningiomas, pituitary adenomas, and chordomas. Despite its efficacy, complications such as cerebrospinal fluid (CSF) leak pose significant challenges, with an average incidence of 8.9% following EESBS. Therefore, our study aims to investigate the risk factors associated with postoperative CSF leak after employing an endoscopic endonasal approach for skull base surgery, focusing on patients treated at King Abdul-Aziz Medical City in Jeddah and King Abdullah Medical City in Makkah, Saudi Arabia. Methods: A retrospective review of patients who underwent an endoscopic endonasal approach for the resection of intradural skull base pathology between January 2016 and December 2022 was performed with a total of 51 patients. Basic demographic data were collected, along with patient comorbidities, presenting symptoms, tumor pathology, tumor site, the extent of resection, and outcomes. Results: 51 participants were analyzed, with a mean age of 43.41. Male participants comprised (58.8%), while headaches were the most common symptom (74.5%), followed by visual disturbances (51.0%). Nonsecretory tumors predominated, primarily located in the sellar and suprasellar regions (58.8%). Gross total resection was performed in the majority (56.9%), with a 9.8% incidence of postoperative CSF leak. Notably, all four patients with CSF leak experienced preoperative headaches. Hypertension was prevalent in Cases 1 and 4, with Case 4 having a history of neurological disease and radiation therapy. Anterior skull base tumors were most frequent in Cases 3 and 4. Conclusion: The incidence of CSF leakage after surgery in this study was similar to that previously reported. It is worth noting that repeated surgeries may increase the risk of postoperative CSF leakage. Therefore, it is important to carefully evaluate the surgical approach for tumor removal and skull base reconstruction, considering the tumor characteristics and the patient's overall condition.

3.
JAMA Netw Open ; 7(8): e2428287, 2024 Aug 01.
Artigo em Inglês | MEDLINE | ID: mdl-39158914

RESUMO

Importance: Type 1 diabetes (T1D) requires demanding self-management health behaviors, and adolescents with T1D are at risk for poor psychosocial and medical outcomes. Developing resilience skills may help adolescents with T1D and elevated distress navigate common stressors and achieve positive outcomes. Objective: To test the efficacy of the Promoting Resilience in Stress Management (PRISM) intervention on levels of hemoglobin A1c (HbA1c), diabetes distress, self-management behaviors, resilience, and quality of life among adolescents. Design, Setting, and Participants: This phase 3, parallel, 1:1 randomized clinical trial that followed up 172 participants for 12 months was conducted from January 1, 2020, to November 30, 2022, at each of 2 children's hospitals, in Seattle, Washington, and Houston, Texas. Participants were ages 13 to 18 years with T1D for at least 12 months and elevated diabetes distress. Intervention: PRISM, a manualized, skills-based, individual intervention program that teaches stress management, goal setting, reframing, and meaning-making, facilitated by a coach and accompanied by a digital app, was delivered in three 30- to 60-minute sessions approximately 2 weeks apart. Main Outcomes and Measures: The 2 primary outcomes, diabetes distress and HbA1c levels, and 3 secondary outcomes, resilience, quality of life, and engagement in self-management behaviors, were assessed at baseline and 6 and 12 months after baseline. Linear mixed-effects regression models were used to evaluate associations between PRISM or usual care (UC) and these outcomes at both time points for the intention-to-treat population. Results: Among 172 adolescents (mean [SD] age, 15.7 [1.6] years), 96 were female (56%), and their baseline mean (SD) HbA1c level was 8.7% (2.0%). No differences were evident between PRISM and UC recipients in HbA1c levels (ß, -0.21 [95% CI, -0.65 to 0.22]; P = .33) or diabetes distress (ß, -2.71 [95% CI, -6.31 to 0.90]; P = .14) or any participant-reported outcome (eg, ß, 2.25 [95% CI, -0.30 to 4.80]; P = .08 for self-management behaviors) at 6 months. At 12 months, there was no statistically significant difference between arms in HbA1c levels (ß, -0.26 [95% CI, -0.72 to 0.19]; P = .25); however, PRISM recipients reported significantly greater amelioration of diabetes distress (ß, -4.59 [95% CI, -8.25 to -0.94]; P = .01) and improvement in self-management behaviors (ß, 3.4 [95% CI, 0.9 to 5.9]; P = .01) compared with UC recipients. Conclusions and Relevance: The findings in this randomized clinical trial of psychosocial and behavioral improvements associated with PRISM at 12 months illustrate the value of a strengths-based intervention. Integrating resilience skills-building with traditional diabetes care may be a promising approach for improving outcomes among adolescents with T1D and elevated diabetes distress. Trial Registration: ClinicalTrials.gov number: NCT03847194.


Assuntos
Diabetes Mellitus Tipo 1 , Hemoglobinas Glicadas , Qualidade de Vida , Resiliência Psicológica , Autogestão , Estresse Psicológico , Humanos , Adolescente , Diabetes Mellitus Tipo 1/terapia , Diabetes Mellitus Tipo 1/psicologia , Diabetes Mellitus Tipo 1/sangue , Feminino , Masculino , Qualidade de Vida/psicologia , Estresse Psicológico/terapia , Autogestão/métodos , Autogestão/psicologia , Hemoglobinas Glicadas/análise
4.
Diabetes Res Clin Pract ; 215: 111798, 2024 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-39096938

RESUMO

AIMS: This study aimed to quantify preferences for the characteristics of a financial incentives program that would motivate adolescent engagement in type 1 diabetes (T1D) self-care. METHOD: We performed a discrete choice experiment with 12-18 year-olds with T1D from two pediatric hospital endocrinology clinics (n = 317). We identified key attributes of incentives: (1) monthly value of the reward, (2) payment structure, and (3) difficulty of incentivized behaviors. In twelve choice questions, adolescents chose the incentive option from a pair of profiles that was more likely to motivate them to increase adherence to recommended self-care. Options presented were tailored to adolescents' T1D technology use and perceived difficulty of completing each behavior. We analyzed data using a conditional logit model. RESULTS: The value of the reward accounted for 60.8% of preferences. Adolescents were willing to accept lower value rewards when incentive payments used positive vs. negative reinforcement (-$10.88 (95% CI: -$12.60, -9.24)) and preferred higher incentives for performing hard vs. easier behaviors (+$14.92 (95% CI: +$12.66, +$17.28)). CONCLUSIONS: Stated preferences can inform intervention design. Future research will evaluate the external validity of the discrete choice experiment-informed intervention design by assessing adolescent health and behavioral outcomes in a randomized controlled trial.


Assuntos
Comportamento de Escolha , Diabetes Mellitus Tipo 1 , Motivação , Autocuidado , Humanos , Adolescente , Diabetes Mellitus Tipo 1/psicologia , Diabetes Mellitus Tipo 1/economia , Diabetes Mellitus Tipo 1/terapia , Masculino , Feminino , Criança , Recompensa , Preferência do Paciente
5.
PLoS One ; 19(8): e0305483, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-39088543

RESUMO

The COVID-19 epidemic is affecting individuals in many ways and continues to spread all over the world. Vaccines and traditional medical techniques are still being researched. In diagnosis and therapy, biological and digital technology is used to overcome the fear of this disease. Despite recovery in many patients, COVID-19 does not have a definite cure or a vaccine that provides permanent protection for a large number of people. Current methods focus on prevention, monitoring, and management of the spread of the disease. As a result, new technologies for combating COVID-19 are being developed. Though unreliable due to a lack of sufficient COVID-19 datasets, inconsistencies in the datasets availability, non-aggregation of the database because of conflicting data formats, incomplete information, and distortion, they are a step in the right direction. Furthermore, the privacy and confidentiality of people's medical data are only partially ensured. As a result, this research study proposes a novel, cooperative approach that combines big data analytics with relevant Artificial Intelligence (AI) techniques and blockchain to create a system for analyzing and detecting COVID-19 instances. Based on these technologies, the reliability, affordability, and prominence of dealing with the above problems required time. The architecture of the proposed model will analyze different data sources for preliminary diagnosis, detect the affected area, and localize the abnormalities. Furthermore, the blockchain approach supports the decentralization of the central repository so that it is accessible to every stakeholder. The model proposed in this study describes the four-layered architecture. The purpose of the proposed architecture is to utilize the latest technologies to provide a reliable solution during the pandemic; the proposed architecture was sufficient to cover all the current issues, including data security. The layers are unique and individually responsible for handling steps required for data acquisition, storage, analysis, and reporting using blockchain principles in a decentralized P2P network. A systematic review of the technologies to use in the pandemic covers all possible solutions that can cover the issue best and provide a secure solution to the pandemic.


Assuntos
Inteligência Artificial , Big Data , COVID-19 , COVID-19/epidemiologia , COVID-19/diagnóstico , Humanos , SARS-CoV-2/isolamento & purificação , Blockchain , Bases de Dados Factuais
6.
World J Gastroenterol ; 30(29): 3534-3537, 2024 Aug 07.
Artigo em Inglês | MEDLINE | ID: mdl-39156499

RESUMO

The role of endoscopy in pathologies of the bile duct and gallbladder has seen notable advancements over the past two decades. With advancements in stent technology, such as the development of lumen-apposing metal stents, and adoption of endoscopic ultrasound and electrosurgical principles in therapeutic endoscopy, what was once considered endoscopic failure has transformed into failure of an approach that could be salvaged by a second- or third-line endoscopic strategy. Incorporation of these advancements in routine patient care will require formal training and multidisciplinary acceptance of established techniques and collaboration for advancement of experimental techniques to generate robust evidence that can be utilized to serve patients to the best of our ability.


Assuntos
Drenagem , Endossonografia , Stents , Humanos , Drenagem/instrumentação , Drenagem/métodos , Endossonografia/métodos , Endossonografia/instrumentação , Falha de Tratamento , Metais , Ductos Biliares/diagnóstico por imagem , Ductos Biliares/cirurgia , Colestase/cirurgia , Colestase/diagnóstico por imagem , Colestase/terapia , Colestase/etiologia , Colangiopancreatografia Retrógrada Endoscópica/instrumentação , Colangiopancreatografia Retrógrada Endoscópica/métodos
7.
Cureus ; 16(7): e64431, 2024 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-39130891

RESUMO

We present the selection of the transcranial microsurgical approach, operative treatment, and outcomes following the resection of a pear-shaped craniopharyngioma (CP). A nine-year-old boy was operated on and followed up for 2.5 years after radical resection of the extrapial CP. Postoperatively, there was no tumor recurrence. The surgical strategy was discussed based on the preoperative MRI appearance of the CP, especially its morphological characteristics, including not only its size and shape but also its relationship with the hypothalamus, pituitary stalk/gland, ventricles, and optic chiasm, and the possible location of perforators. A description of the tumor topography is provided together with a discussion on the rationale for the selection of our surgical approach. Based on an understanding of the tumor topography, important information can be gained for approach selection, surgical planning, and anticipation of the hypothalamic-pituitary outcome.

8.
Diabetes Care ; 47(10): 1803-1807, 2024 Oct 01.
Artigo em Inglês | MEDLINE | ID: mdl-39110546

RESUMO

OBJECTIVE: To evaluate whether financial incentives lead to improvement in self-management behaviors and glycemia in adolescents with type 1 diabetes (T1D). RESEARCH DESIGN AND METHODS: Adolescents (12- to 18-year-olds) with T1D selected incentivized self-management behavior and clinical outcome goals in a three-treatment (gain frame, loss frame, no incentives) crossover randomized controlled trial. Participants could earn up to $180 in each 12-week incentive treatment arm. RESULTS: Compared with a mean 41% behavioral goal attainment within the nonfinancial incentives arm, mean behavioral goal attainment under gain and loss frames was 50% (P < 0.01) and 45% (P < 0.01), respectively. Mean time in range (TIR) in gain frame and loss frame arms was higher 43% (P < 0.01) and 42% (P < 0.01), respectively, compared with when not receiving financial incentives (38%). There was no difference in A1C among the three arms. CONCLUSIONS: Financial incentives can improve diabetes self-management behaviors and TIR in adolescents with T1D in the short-term.


Assuntos
Diabetes Mellitus Tipo 1 , Motivação , Autogestão , Humanos , Diabetes Mellitus Tipo 1/terapia , Diabetes Mellitus Tipo 1/psicologia , Diabetes Mellitus Tipo 1/economia , Adolescente , Masculino , Feminino , Criança , Projetos Piloto
9.
Diagnostics (Basel) ; 14(13)2024 Jul 01.
Artigo em Inglês | MEDLINE | ID: mdl-39001295

RESUMO

A proportion of patients who undergo intraoperative cholangiogram (IOC) do not have bile duct stones at the time of endoscopic retrograde cholangiopancreatography (ERCP), either due to the spontaneous passage of stones or a false-positive IOC. Glucagon has been utilized as an inexpensive tool to allow the passage of micro-choledocholithiasis to the duodenum and resolve filling defects caused by stones or air bubbles. The purpose of our study is to understand the change in diagnostic accuracy of IOC to detect choledocholithiasis with intraoperative glucagon. We conducted a retrospective study at a tertiary care center on adult patients who underwent laparoscopic cholecystectomy with IOC. The diagnostic accuracy of IOC was assessed before and after the administration of intravenous glucagon. Of 1455 patients, 374 (25.7%) received intraoperative glucagon, and 103 of these 374 patients (27.5%) showed resolution of the filling defect with the passage of contrast to the duodenum. Pre- and post-glucagon administration comparison showed enhancement in specificity from 78% to 83%, an increase in positive predictive value from 67.3% to 72.4%, and an improvement in the diagnostic accuracy of IOC from 81.5% to 84.3%. Our findings suggest that intraoperative glucagon administration carries the potential to reduce the rate of false-positive IOCs, thereby reducing the performance of unnecessary ERCPs.

11.
J Gastrointest Surg ; 28(9): 1505-1511, 2024 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-38964533

RESUMO

BACKGROUND: Both cognitive impairment/dementia (CID) and falls occur more commonly in older adults than in younger patients. This study aimed to analyze the association of a history of CID or falls with the postoperative outcomes of older adults undergoing major intra-abdominal surgeries on a national level. METHODS: We retrospectively analyzed the American College of Surgeons-National Surgical Quality Improvement Program 2022 Participant Use Data File. Our primary outcome was postoperative mortality. Statistical analysis was performed using the Chi-square test and multivariate regression analysis. RESULTS: On multivariable regression analyses, a history of both CID (odds ratio [OR] = 1.9; CI: 1.5-2.5; P < .01) and a fall (OR = 1.8; CI: 1.4-2.3; P < .01) were independently associated with higher adjusted odds of mortality. History of CID or falls was also a predictor of overall complications, major complications, and discharge to a care facility. CONCLUSION: A history of CID or falls in older adults before major intra-abdominal surgeries was associated with a high risk of postoperative mortality and morbidity. Further studies are required to establish the causal relation of these factors and the steps to mitigate the risk of associated adverse outcomes.


Assuntos
Acidentes por Quedas , Disfunção Cognitiva , Complicações Pós-Operatórias , Humanos , Idoso , Masculino , Feminino , Estudos Retrospectivos , Disfunção Cognitiva/epidemiologia , Complicações Pós-Operatórias/epidemiologia , Complicações Pós-Operatórias/etiologia , Acidentes por Quedas/estatística & dados numéricos , Idoso de 80 Anos ou mais , Fatores de Risco , Abdome/cirurgia
12.
J Pharm Bioallied Sci ; 16(Suppl 2): S1863-S1866, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38882828

RESUMO

Carious exposure of an irreversibly inflamed vital pulp in a young permanent tooth presents a significant clinical challenge to clinicians to maintain the vitality. Direct pulp capping, partial pulpotomy, and complete pulpotomy are the available procedures to treat young permanent tooth. Mineral trioxide aggregate and biodentine are currently the material of choice for these procedures. The present case report describes the successful apexogenesis of mandibular left first permanent molar using mineral trioxide aggregate. The 18-month follow-up of the case demonstrated clinical and radiographic success with absence of any signs and symptoms and continued root formation.

13.
J Gastrointest Surg ; 28(9): 1443-1449, 2024 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-38878958

RESUMO

BACKGROUND: There has been an increase in the elderly patient population seeking care for pancreatic ductal adenocarcinoma (PDAC). This study aimed to delineate the effectiveness of therapeutic options in nonagenarians (aged 90-99 years) diagnosed with resectable PDAC. METHODS: This study used the National Cancer Database to identify patients with nonmetastatic PDAC (stage I-III) from 2004 to 2021. The study compared median overall survival (mOS) using Kaplan-Meier curves among 5 treatment categories: surgery, surgery along with chemoradiation, chemotherapy alone, radiotherapy alone, and chemoradiation alone. Cox proportional hazards regression was used in multivariate analyses. RESULTS: Of 459,174 patients, 793 aged ≥ 90 years had nonmetastatic PDAC. Of 793 patients, 245 (30.9 %) underwent chemotherapy alone, 296 (37.3 %) underwent radiotherapy alone, 162 (20.4 %) underwent chemoradiation alone, 58 (7.3 %) underwent curative-intent resection, and 32 (4.0 %) underwent surgery combined with chemoradiation. The mOS estimates in different treatment modalities were 9.5 months (95 % CI, 6.7-14.5) for surgery alone, 19.1 months (95 % CI, 2.4-64.3) for surgery combined with chemoradiation, 8.2 months (95 % CI, 7.2-9.2) for chemotherapy alone, 8.4 months (95 % CI, 7.6-9.6) for radiotherapy alone, and 11.2 months (95 % CI, 8.7-12.9) for chemoradiation alone (P < .001). In multivariate analysis, the odds of survival were better for patients who underwent surgery alone than for those who underwent chemotherapy alone, although the odds of survival did not significantly differ between patients who underwent radiotherapy alone and those who underwent chemoradiation alone. Nonetheless, surgery combined with chemoradiation was associated with decreased mortality risk compared with surgery alone (hazard ratio, 0.46; 95 % CI, 0.25-0.87; P = .02). Operative 30-day mortality rate was 8.8 %, and 90-day mortality rate was 17.8 %. CONCLUSION: Surgery combined with chemoradiation improved the survival of nonagenarians with PDAC compared with other therapies. However, only 1 in 25 patients received all 3 treatment components. Moreover, our study highlights a very high operative mortality rate in nonagenarians.


Assuntos
Neoplasias Pancreáticas , Humanos , Neoplasias Pancreáticas/terapia , Neoplasias Pancreáticas/mortalidade , Neoplasias Pancreáticas/patologia , Masculino , Feminino , Idoso de 80 Anos ou mais , Carcinoma Ductal Pancreático/terapia , Carcinoma Ductal Pancreático/mortalidade , Carcinoma Ductal Pancreático/patologia , Quimiorradioterapia , Resultado do Tratamento , Terapia Combinada , Pancreatectomia , Estimativa de Kaplan-Meier , Modelos de Riscos Proporcionais , Taxa de Sobrevida , Adenocarcinoma/terapia , Adenocarcinoma/mortalidade , Adenocarcinoma/patologia , Estudos Retrospectivos , Bases de Dados Factuais
14.
Cureus ; 16(5): e60829, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38910658

RESUMO

Graves' disease (GD) is an autoimmune condition of the thyroid. The hyperthyroidism manifested by patients affected by this disease is caused by the production of autoantibodies against the thyroid-stimulating hormone (TSH, or thyrotropin) receptor (TSHR), which mimic the effects of the hormone on thyroid cells, thereby stimulating autonomic production of thyroxine and triiodothyronine. Deciding on a therapeutic approach to this condition presents intricate dilemmas for both clinicians and patients. Each of the three available treatment modalities is grounded in evidence-based medicine, affirming its efficacy. This systematic review and meta-analysis aimed to assess the effect of carbimazole (CBM), radioactive iodine (RAI), and surgery in treating GD and provide evidence-based recommendations for healthcare providers regarding the optimal management of the condition based on a comprehensive analysis of effectiveness, safety, patient satisfaction, and recovery outcomes. This systematic review and meta-analysis adhered to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. We used the PubMed and Google Scholar databases to conduct a thorough web search for articles published between January 2019 and September 2023. The meta-analysis was carried out using Resource Manager (Revman) 5.4.1. The study found that propylthiouracil (PTU) or methimazole/carbimazole (MMI/CBM) treatment increases the risk of hyperlipidemia in patients with hyperthyroidism. Once in a euthyroid state, glucose tolerance increases; for children with GD, a computer model for customized dosing has been created. To sum up, CBM, surgery, and RAI are all useful treatment options for GD. Using steroids in conjunction with radiation therapy may help prevent Graves' ophthalmopathy (GO).

15.
Int J STD AIDS ; : 9564624241262397, 2024 Jun 24.
Artigo em Inglês | MEDLINE | ID: mdl-38915133

RESUMO

BACKGROUND: We sought to determine the prevalence of sickle cell trait (SCT) and apolipoprotein-1 (APOL1) risk variants in people living with HIV (PLWH) in Nigeria, and to establish if SCT and APOL1 high-risk status correlate with estimated glomerular filtration rate (eGFR) and/or prevalent chronic kidney disease (CKD). METHODS: Baseline demographic and clinical data were obtained during three cross-sectional visits. CKD was defined as having an eGFR<60 mL/min/1.73 m2. We collected urine specimens to determine urine albumin-creatine ratio and blood samples for sickle cell genotyping, APOL1 testing, and for creatinine/cystatin C assessment. The associations between SCT, APOL1 genotype, and eGFR/CKD stages/CKD were investigated using linear/ordinal logistic/logistic regression models, respectively. RESULTS: Of 2443 participants, 599 (24.5%) had SCT, and 2291 (93.8%) had a low-risk APOL1 genotype (0 or 1 risk variant), while 152 (6.2%) had high-risk genotype (2 allele copies). In total, 108 participants (4.4%) were diagnosed with CKD. In adjusted analyses, SCT was associated with lower eGFR (adjusted mean difference [aMD]= -2.33, 95% CI -4.25, -0.42), but not with worse CKD stages, or increased odds of developing CKD. Participants with the APOL1 high risk genotype were more likely to have lower eGFR (aMD= -5.45, 95% CI -8.87, -2.03), to develop CKD (adjusted odds ratio [aOR] = 1.97, 95% CI: 1.03, 3.75), and to be in worse CKD stages (aOR = 1.60, 95% CI: 1.12, 2.29) than those with the low-risk genotype. There was no evidence of interaction between SCT and APOL1 genotype on eGFR or risk of CKD. CONCLUSION: Our findings highlight the multifaceted interplay of genetic factors in the pathogenesis of CKD in PLWH.

16.
PLoS One ; 19(6): e0303890, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38843255

RESUMO

Anomaly detection in time series data is essential for fraud detection and intrusion monitoring applications. However, it poses challenges due to data complexity and high dimensionality. Industrial applications struggle to process high-dimensional, complex data streams in real time despite existing solutions. This study introduces deep ensemble models to improve traditional time series analysis and anomaly detection methods. Recurrent Neural Networks (RNNs) and Long Short-Term Memory (LSTM) networks effectively handle variable-length sequences and capture long-term relationships. Convolutional Neural Networks (CNNs) are also investigated, especially for univariate or multivariate time series forecasting. The Transformer, an architecture based on Artificial Neural Networks (ANN), has demonstrated promising results in various applications, including time series prediction and anomaly detection. Graph Neural Networks (GNNs) identify time series anomalies by capturing temporal connections and interdependencies between periods, leveraging the underlying graph structure of time series data. A novel feature selection approach is proposed to address challenges posed by high-dimensional data, improving anomaly detection by selecting different or more critical features from the data. This approach outperforms previous techniques in several aspects. Overall, this research introduces state-of-the-art algorithms for anomaly detection in time series data, offering advancements in real-time processing and decision-making across various industrial sectors.


Assuntos
Redes Neurais de Computação , Algoritmos , Análise Multivariada , Aprendizado Profundo , Fatores de Tempo
17.
East Mediterr Health J ; 30(5): 344-349, 2024 May 29.
Artigo em Inglês | MEDLINE | ID: mdl-38874293

RESUMO

Background: Adequate supply of rehabilitation health workforce is a prerequisite for enhancing access to rehabilitation care. However, there is a lack of comprehensive data regarding the supply of rehabilitation health workers in Saudi Arabia. Aims: To determine the need for, and supply of, rehabilitation workforce, and investigate the relationship between rehabilitation workforce supply and rehabilitation needs in Saudi Arabia. Methodology: This cross-sectional study measured the ratio of physiotherapists and occupational therapists per 10 000 population. Data were obtained from the Ministry of Health, family health survey and census data of the General Authority for Statistics and published literature. To assess the need for rehabilitation services, we computed a composite disability index based on 3 variables: count of individuals with physical disabilities, those with chronic diseases, and those aged > 65 years. Determinants of the supply potential were population size, rural population percentage, and physician supply. Data were analysed using descriptive statistics and simple linear regression. Results: The ratios of physiotherapists and occupational therapists working at the Ministry of Health facilities were 0.69 and 0.03 per 10 000 population, respectively. Overall rehabilitation health workforce ratio was 0.73 per 10 000. Supply varied across regions, from 0.4 for Riyadh to 2.5 for Al Jouf. Nine regions exceeded the overall ratio. Rehabilitation need index ranged from 0.144 in Najran to 0.212 in Aseer. No significant associations were found between rehabilitation workforce supply on one hand, and need and other potential determinants on the other hand. Conclusion: The rehabilitation workforce supply in Saudi Arabia surpassed the regional and global averages, but was lower than the average for high-income countries. Workforce distribution varied by region across the country and was not related to need. It is important to consider the need for rehabilitation services and context-specific factors when determining the optimal size and distribution of the rehabilitation health workforce in Saudi Arabia.


Assuntos
Necessidades e Demandas de Serviços de Saúde , Mão de Obra em Saúde , Fisioterapeutas , Arábia Saudita , Humanos , Estudos Transversais , Mão de Obra em Saúde/estatística & dados numéricos , Fisioterapeutas/provisão & distribuição , Fisioterapeutas/estatística & dados numéricos , Terapeutas Ocupacionais/provisão & distribuição , Terapeutas Ocupacionais/estatística & dados numéricos , Masculino , Reabilitação/estatística & dados numéricos , Feminino , Recursos Humanos/estatística & dados numéricos
19.
Cureus ; 16(4): e57975, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38738020

RESUMO

BACKGROUND:  The consumption of caffeinated beverages has increased significantly, particularly, among young adults. They use caffeinated drinks for a variety of reasons. The most popular reason is to enhance mental alertness by improving brain function, wakefulness, and productivity. The high prevalence rate of caffeinated drinks among young adults may affect their academic performance level. METHODOLOGY:  A descriptive cross-sectional study based on an electronic questionnaire via Google Forms, conducted in February 2022 after the biomedical ethics committee obtained the ethical approval at Umm Al-Qura University (UQU), College of Medicine, Makkah, Saudi Arabia, the sample size was 593 medical students in Makkah region. RESULTS:  A total number of 593 medical students participated in this study, most of the medical students who participated (47.20%) had average GPA of 85%-95%. The largest number of medical students (45.30%) consume only one cup of caffeinated beverages per day. We reported no association between caffeinated beverages consumption and academic performance. CONCLUSION:  Our study demonstrates that caffeinated beverages are a popular practice among medical college students. Majority of the medical students in Makkah region consume coffee as the most popular drink, while energy drinks are considered to be the least consumed drink, but energy drinks are easily affordable and available. Therefore, primary prevention of excessive consumption of caffeine is essential.

20.
Cureus ; 16(4): e59338, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38817462

RESUMO

Gallstone disease is extremely common and frequently and safely treated by cholecystectomy. Chyle leak is a rare but significant side effect of many abdominal surgeries with rarely reported post-cholecystectomy. In this case, we report a 78-year-old lady with multiple comorbidities and symptomatic gallstones who underwent open cholecystectomy complicated by bile and chyle leak, which was successfully managed with endoscopic retrograde cholangiopancreatography (ERCP) and stenting for bile leak and conservative management for the chyle leak, which included drainage, low-fat diet, and octreotide.

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