Your browser doesn't support javascript.
loading
Mostrar: 20 | 50 | 100
Resultados 1 - 20 de 72
Filtrar
1.
Neurosurg Rev ; 47(1): 769, 2024 Oct 10.
Artículo en Inglés | MEDLINE | ID: mdl-39384652

RESUMEN

Suturing techniques for wound closure in spine surgeries play a critical role in patient outcomes, including wound healing, reintervention, and risk of complications. Barbed sutures, characterized by their self-anchoring properties, have emerged as a potential alternative to conventional sutures in various surgical disciplines. While previous studies have underscored their efficacy and safety in spine surgeries, no meta-analysis has been conducted. Therefore, we are undertaking this study. Following the PRISMA guidelines, we conducted a literature search on electronic databases to obtain the relevant studies until May 5, 2024. Our primary outcomes were operative time, wound closure time, and postoperative wound complications like seroma or hematoma formation and wound infection. The secondary outcomes were the length of hospital stay, reintervention rates, and costs. Data was pooled using a random effects model. We included seven eligible studies with a total of 8645 patients. Our meta-analysis showed that barbed sutures had shorter operative time and wound closure time compared to conventional sutures (MD -20.13 min, 95% CI [-28.47, -11.78], P < 0.001) and (MD -16.36 min, 95% CI [-20.9, -11.82], P < 0.001), respectively. Both suturing techniques showed comparable results in terms of overall postoperative wound complications (RR 0.83, 95% CI [0.60, 1.14], P = 0.25), postoperative infections (RR 0.59, 95% CI [0.33, 1.06], P = 0.08), length of hospital stay (MD -0.26 day, 95% CI [-0.75, 0.22], P = 0.28), rates of reintervention between the two groups (RR 0.99, 95% CI [0.48, 2.05], P = 0.98). Barbed sutures in spine surgeries are associated with significantly shortened wound closure and operative times. However, high-quality RCT's with long-term follow-up and cost-effectiveness assessment are required to support the evidence.


Asunto(s)
Columna Vertebral , Técnicas de Sutura , Suturas , Humanos , Tiempo de Internación , Tempo Operativo , Complicaciones Posoperatorias/epidemiología , Columna Vertebral/cirugía , Infección de la Herida Quirúrgica/epidemiología , Cicatrización de Heridas/fisiología
2.
Ren Fail ; 46(2): 2400552, 2024 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-39252153

RESUMEN

OBJECTIVES: To determine whether clinical decision support systems (CDSS) for acute kidney injury (AKI) would enhance patient outcomes in terms of mortality, dialysis, and acute kidney damage progression. METHODS: The systematic review and meta-analysis included the relevant randomized controlled trials (RCTs) retrieved from PubMed, EMBASE, Web of Science, Cochrane, and SCOPUS databases until 21st January 2024. The meta-analysis was done using (RevMan 5.4.1). PROSPERO ID: CRD42024517399. RESULTS: Our meta-analysis included ten RCTs with 18,355 patients. There was no significant difference between CDSS and usual care in all-cause mortality (RR: 1.00 with 95% CI [0.93, 1.07], p = 0.91) and renal replacement therapy (RR: 1.11 with 95% CI [0.99, 1.24], p = 0.07). However, CDSS was significantly associated with a decreased incidence of hyperkalemia (RR: 0.27 with 95% CI [0.10, 0.73], p = 0.01) and increased eGFR change (MD: 1.97 with 95% CI [0.47, 3.48], p = 0.01). CONCLUSIONS: CDSS were not associated with clinical benefit in patients with AKI, with no effect on all-cause mortality or the need for renal replacement therapy. However, CDSS reduced the incidence of hyperkalemia and improved eGFR change in AKI patients.


Asunto(s)
Lesión Renal Aguda , Sistemas de Apoyo a Decisiones Clínicas , Ensayos Clínicos Controlados Aleatorios como Asunto , Humanos , Lesión Renal Aguda/terapia , Lesión Renal Aguda/mortalidad , Terapia de Reemplazo Renal/métodos , Tasa de Filtración Glomerular , Hiperpotasemia/etiología , Hiperpotasemia/terapia , Hiperpotasemia/mortalidad , Diálisis Renal
3.
BMC Nephrol ; 25(1): 316, 2024 Sep 27.
Artículo en Inglés | MEDLINE | ID: mdl-39333921

RESUMEN

BACKGROUND: Sparsentan has shown positive effects on managing different subtypes of glomerulonephritis. The recent results of trials require a pooled analysis to validate these results. AIM: We aim to assess the safety and efficacy of sparsentan versus irbesartan for patients with IgA nephropathy and focal glomerulosclerosis (FSGS). METHODS: We conducted a systematic review and meta-analysis of randomized controlled trials retrieved by systematically searching PubMed, Web of Science, Scopus, and Cochrane through March 2024. We used Review Manager v.5.4 to pool dichotomous data using risk ratio (RR) and continuous data using mean difference (MD) with a 95% confidence interval (CI). RESULTS: Three studies with a total of 884 patients were included. Sparsentan was superior to irbesartan in improving urine protein to creatinine ratio (UP/C) (ratio of percentage reduction 0.66, 95% CI [0.58 to 0.74], P < 0.001); as well as the proportion of patients achieved complete and partial remission of proteinuria (RR = 2.57, 95% CI [1.73 to 3.81], P < 0.001) and (RR = 1.63, 95% CI [1.4 to 1.91], P < 0.001) respectively. Regarding the effect on the glomerular filtration rate, the results estimate did not favor either sparsentan or irbesartan (MD = 1.98 ml/min per 1.73mm2, 95% CI [-1.05 to 5.01], P = 0.2). There were no significant differences in adverse events except for hypotension, which showed higher rates in the sparsentan group (RR = 2.02, 95% CI [1.3 to 3.16], P = 0.002). CONCLUSION: Sparsentan is effective and has a good safety profile for treating FSGS and patients with IgA nephropathy. However, more well-designed RCTs against ARBs, ACE inhibitors, and steroids with larger sample sizes are needed to get conclusive evidence.


Asunto(s)
Bloqueadores del Receptor Tipo 1 de Angiotensina II , Glomerulonefritis por IGA , Glomeruloesclerosis Focal y Segmentaria , Irbesartán , Humanos , Bloqueadores del Receptor Tipo 1 de Angiotensina II/administración & dosificación , Bloqueadores del Receptor Tipo 1 de Angiotensina II/efectos adversos , Glomerulonefritis por IGA/complicaciones , Glomerulonefritis por IGA/tratamiento farmacológico , Glomerulonefritis por IGA/orina , Glomeruloesclerosis Focal y Segmentaria/complicaciones , Glomeruloesclerosis Focal y Segmentaria/tratamiento farmacológico , Glomeruloesclerosis Focal y Segmentaria/orina , Irbesartán/administración & dosificación , Irbesartán/efectos adversos , Proteinuria/tratamiento farmacológico , Proteinuria/etiología , Ensayos Clínicos Controlados Aleatorios como Asunto , Resultado del Tratamiento
4.
Int J Equity Health ; 23(1): 178, 2024 Sep 03.
Artículo en Inglés | MEDLINE | ID: mdl-39227932

RESUMEN

BACKGROUND: Lower extremity amputations (LEAs) significantly contribute to mortality and morbidity, often resulting from peripheral artery disease and diabetes mellitus (DM). Traumatic injuries also account for many LEAs. Despite the global burden, the epidemiology of LEAs, particularly in the Middle East and North Africa (MENA) region, remains underexplored. This study utilizes the Global Burden of Disease (GBD) dataset to analyze temporal trends in LEAs in the MENA region from 1990 to 2019. METHODS: The study utilized the 2019 GBD dataset, which includes estimates for incidence, prevalence, and disability-adjusted life-years (DALYs) across 369 diseases. Age-standardized incidence rates (ASIRs) for LEAs were extracted for 21 MENA countries. Trends were analyzed using percentage change calculations and Joinpoint regression to identify significant shifts in LEA rates over time. RESULTS: From 1990 to 2019, male LEA rates generally decreased, while female rates increased. Significant increases in LEA rates were observed in Syria, Yemen, and Afghanistan, correlating with periods of conflict and instability. Conversely, countries like Iraq, Palestine, Sudan, Lebanon, Iran, and Kuwait saw marked decreases. The study highlighted a complex interplay of socio-political factors, natural disasters, and chronic diseases like DM in shaping LEA trends across the region. CONCLUSION: The study reveals variable LEA trends in the MENA region, influenced by conflicts, natural disasters, and chronic diseases. These findings underscore the need for targeted public health interventions, improved healthcare access, and robust data collection systems to reduce the burden of LEAs and improve patient outcomes in the MENA region.


Asunto(s)
Amputación Quirúrgica , Carga Global de Enfermedades , Extremidad Inferior , Humanos , Medio Oriente/epidemiología , África del Norte/epidemiología , Amputación Quirúrgica/estadística & datos numéricos , Amputación Quirúrgica/tendencias , Masculino , Femenino , Extremidad Inferior/cirugía , Carga Global de Enfermedades/tendencias , Prevalencia , Incidencia , Persona de Mediana Edad , Años de Vida Ajustados por Discapacidad/tendencias , Adulto
5.
Mol Neurobiol ; 2024 Sep 10.
Artículo en Inglés | MEDLINE | ID: mdl-39254911

RESUMEN

Alzheimer's disease (AD) presents a significant challenge to global health. It is characterized by progressive cognitive deterioration and increased rates of morbidity and mortality among older adults. Among the various pathophysiologies of AD, mitochondrial dysfunction, encompassing conditions such as increased reactive oxygen production, dysregulated calcium homeostasis, and impaired mitochondrial dynamics, plays a pivotal role. This review comprehensively investigates the mechanisms of mitochondrial dysfunction in AD, focusing on aspects such as glucose metabolism impairment, mitochondrial bioenergetics, calcium signaling, protein tau and amyloid-beta-associated synapse dysfunction, mitophagy, aging, inflammation, mitochondrial DNA, mitochondria-localized microRNAs, genetics, hormones, and the electron transport chain and Krebs cycle. While lecanemab is the only FDA-approved medication to treat AD, we explore various therapeutic modalities for mitigating mitochondrial dysfunction in AD, including antioxidant drugs, antidiabetic agents, acetylcholinesterase inhibitors (FDA-approved to manage symptoms), nutritional supplements, natural products, phenylpropanoids, vaccines, exercise, and other potential treatments.

6.
Cureus ; 16(7): e64151, 2024 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-39119413

RESUMEN

Health disparities in cardiac critical care continue to pose significant challenges in achieving equitable access and outcomes for diverse populations. This literature review examines the disparities in access to and outcomes of cardiac critical care interventions across different populations, identifies barriers contributing to these disparities, and explores strategies to address them. A literature review was conducted by searching electronic databases for relevant articles published between January 2000 and May 2023. Studies focusing on health disparities in cardiac critical care, access to interventions, outcomes, and equity were included. Data were extracted and synthesized using a narrative approach. Disparities in access to cardiac critical care interventions were identified, including socioeconomic factors, lack of health insurance, geographic barriers, racial and ethnic disparities, language and cultural barriers, limited health literacy, and lack of awareness and education. These barriers led to delayed diagnoses, suboptimal utilization of interventions, and limited access to specialized cardiac care. Disparities in outcomes were also observed, with certain populations experiencing worse clinical outcomes and higher morbidity and mortality rates. This review emphasizes the existence of disparities in cardiac critical care and emphasizes the necessity for interventions to address these disparities. Specific strategies should concentrate on enhancing healthcare access, diminishing financial obstacles, expanding health insurance coverage, fostering patient-centered approaches, and harnessing telemedicine and technology. Collaborative efforts among policymakers, healthcare providers, researchers, and patient advocates are vital to advocate for policy changes and implement evidence-based interventions that foster equitable care. Future research should prioritize longitudinal studies, implementation science, patient engagement, global perspectives, and rigorous evaluation of intervention strategies to advance our knowledge and guide endeavors in reducing health disparities in cardiac critical care.

7.
Cardiol Rev ; 2024 Aug 15.
Artículo en Inglés | MEDLINE | ID: mdl-39145638

RESUMEN

The CHA2DS2-VASc [congestive heart failure, hypertension, age (≥75 years earns 2 points, 65-74 years earns 1 point), diabetes mellitus, prior stroke, transient ischemic attack, or thromboembolism (2 points), vascular disease (eg, prior myocardial infarction, peripheral artery disease), and female sex category] score has demonstrated potential as a prognostic indicator for adverse outcomes in patients with heart failure (HF). This systematic review and meta-analysis aimed to assess the predictive accuracy of the CHA2DS2-VASc score in determining the occurrence of stroke and mortality in HF patients. We did a thorough search of electronic databases until December 2023. Included studies examined the correlation between the CHA2DS2-VASc score and the likelihood of stroke or death in patients with HF. The meta-analysis showed a substantial correlation between elevated CHA2DS2-VASc scores and heightened risks of both stroke and mortality in HF patients. Patients with CHA2DS2-VASc scores ≥4 had a greater stroke risk than those with scores <4 (odds ratio, 0.38, 95% confidence interval, 0.33-0.43, P < 0.00001). Similarly, patients with CHA2DS2-VASc scores ≥4 had a higher mortality risk (OR, 0.49, 95% confidence interval, 0.30-0.80, P = 0.05). The CHA2DS2-VASc score is a useful predictive tool for identifying HF patients who are at a high risk of both stroke and mortality. Additional investigation is necessary to confirm these findings and examine the incorporation of the CHA2DS2-VASc score into risk assessment algorithms for tailored patient management.

9.
Adv Exp Med Biol ; 1458: 315-334, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-39102206

RESUMEN

Digital health has transformed the healthcare landscape by leveraging technology to improve patient outcomes and access to medical services. The COVID-19 pandemic has highlighted the urgent need for digital healthcare solutions that can mitigate the impact of the outbreak while ensuring patient safety. In this chapter, we delve into how digital health technologies such as telemedicine, mobile apps, and wearable devices can provide personalized care, reduce healthcare provider burden, and lower healthcare costs. We also explore the creation of a greenway of digital healthcare that safeguards patient confidentiality, enables efficient communication, and ensures cost-effective payment systems. This chapter showcases the potential of digital health to revolutionize healthcare delivery while ensuring patient well-being and medical staff satisfaction.


Asunto(s)
Bibliometría , COVID-19 , Telemedicina , COVID-19/epidemiología , Humanos , SARS-CoV-2 , Aplicaciones Móviles , Dispositivos Electrónicos Vestibles , Atención a la Salud , Pandemias/prevención & control , Tecnología Digital , Salud Digital
12.
Eur J Clin Pharmacol ; 80(10): 1483-1493, 2024 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-38985199

RESUMEN

BACKGROUND: Tourette syndrome (TS) is a neurodevelopmental disorder characterized by motor and phonic tics. It is a condition that affects between 0.3% and 0.7% of children, and its pathophysiology remains largely elusive. TS is associated with structural and functional alterations in corticostriatal circuits and neurochemical imbalances. Even though TS is currently incurable, there are established treatment options available, including behavioral therapy and neuroleptics. The use of cannabis-based medicine for tic management is an emerging therapeutic strategy, although its efficacy is still under investigation. It is hypothesized to interact with the endogenous cannabinoid system, but further research is required to ascertain its safety and effectiveness in TS. AIM: In our systematic review and meta-analysis, we aim to assess the effectiveness of cannabis-based medicine in the treatment of TS. METHODS: We searched PubMed, Cochrane, Scopus, and Web of Sciences until February 2024. We included clinical trials and cohort studies investigating the efficacy of cannabis-based medicine in the treatment of TS. Data extraction focused on baseline characteristics of the included studies and efficacy outcomes, including scores on the Yale Global Tic Severity Scale (YGTSS), Premonitory Urge for Tics Scale (PUTS), and Yale-Brown Obsessive Compulsive Scale (Y-BOCS). We conducted the meta-analysis using Review Manager version 5.4. software. We compared the measurements before and after drug intake using mean difference (MD) and 95% confidence interval (CI). RESULTS: In total, 357 articles were identified for screening, with nine studies included in the systematic review and 3 in the meta-analysis. These studies involved 401 adult patients with TS treated with cannabis. YGTSS revealed a significant reduction in total scores (MD = -23.71, 95% CI [-43.86 to -3.55], P = 0.02), PUTS revealed a significant decrease in scores (MD = -5.36, 95% CI [-8.46 to -2.27], P = 0.0007), and Y-BOCS revealed no significant difference in score reduction (MD = -6.22, 95% CI [-12.68 to 0.23], P = 0.06). CONCLUSION: The current study indicates promising and potentially effective outcomes with the use of cannabis-based medicine in mitigating the severity of tics and premonitory urges. However, there is a need for larger, placebo-controlled studies with more representative samples to validate these findings.


Asunto(s)
Marihuana Medicinal , Síndrome de Tourette , Humanos , Marihuana Medicinal/uso terapéutico , Índice de Severidad de la Enfermedad , Síndrome de Tourette/diagnóstico , Síndrome de Tourette/tratamiento farmacológico , Resultado del Tratamiento
13.
Cureus ; 16(5): e60874, 2024 May.
Artículo en Inglés | MEDLINE | ID: mdl-38910665

RESUMEN

Intramyocardial bridging (IMB) is a congenital anomaly characterized by the tunneling of a coronary artery segment through the myocardium, potentially leading to serious cardiac complications, such as myocardial ischemia, infarction, and sudden death, challenging the traditional view of it being benign. A case involving a 42-year-old man with a seven-day history of atypical chest pain highlights the significance of considering IMB in the differential diagnosis. Despite normal troponin levels, creatine kinase (CK), CK-MB, D-dimer, a negative drug screen, a normal ECG, and chest X-ray and no apparent issues on echocardiogram, left heart catheterization revealed IMB in the left anterior descending artery. This case underscores the necessity of including IMB in the differential diagnosis for chest pain, particularly in young males with familial cardiovascular disease history. While noninvasive imaging methods are useful for diagnosis, coronary angiography is the definitive diagnostic tool. Treatment primarily involves beta-blockers and calcium-channel blockers, with revascularization as a secondary option for those unresponsive to medication.

14.
Cureus ; 16(5): e59474, 2024 May.
Artículo en Inglés | MEDLINE | ID: mdl-38832190

RESUMEN

In exploring therapeutic options for ischemic heart disease (IHD) and heart failure, cell-based cardiac repair has gained prominence. This systematic review delves into the current state of knowledge surrounding cell-based therapies for cardiac repair. Employing a comprehensive search across relevant databases, the study identifies 35 included studies with diverse cell types and methodologies. Encouragingly, these findings reveal the promise of cell-based therapies in cardiac repair, demonstrating significant enhancements in left ventricular ejection fraction (LVEF) across the studies. Mechanisms of action involve growth factors that stimulate angiogenesis, differentiation, and the survival of transplanted cells. Despite these positive outcomes, challenges persist, including low engraftment rates, limitations in cell differentiation, and variations in clinical reproducibility. The optimal dosage and frequency of cell administration remain subjects of debate, with potential benefits from repeated dosing. Additionally, the choice between autologous and allogeneic stem cell transplantation poses a critical decision. This systematic review underscores the potential of cell-based therapies for cardiac repair, bearing implications for innovative treatments in heart diseases. However, further research is imperative to optimize cell type selection, delivery techniques, and long-term efficacy, fostering a more comprehensive understanding of cell-based cardiac repair.

16.
Artículo en Inglés | MEDLINE | ID: mdl-38762711

RESUMEN

Anticoagulant therapy is a mainstay in the management of patients with cardiovascular disease. The use of conventional anticoagulants carries potential side effects, mainly bleeding. Drugs targeting Factor XI (FXI) have been investigated in randomized controlled trials as a new option with more favorable outcomes. A comprehensive literature search was conducted to identify relevant studies comparing FXI inhibitors to placebo or standard therapy. The primary outcomes were incidence of all bleeding events, major bleeding, and thromboembolism. Secondary outcomes included incidence of all adverse events (AE), serious AE, and all-cause mortality. A total of 11 studies involving 10,536 patients were included. FXI inhibitors were associated with a trend toward reduction of bleeding events and incidence of thromboembolism compared to the control group (placebo/standard therapy). There was no statistically significant difference between both groups in terms of adverse events and all-cause mortality. When compared to enoxaparin, FXI inhibitors significantly reduced the risk of bleeding events (RR = 0.42, 95% CI: 0.23-0.76, P = 0.004) and thromboembolism (RR = 0.59, 95% CI: 0.44-0.77, P = 0.001). On the other hand, when compared to DOACs, FXI inhibitors were associated with a significant reduction in bleeding events but not thromboembolism. Whereas, compared to placebo, FXI inhibitors did not increase the risk of bleeding events, adverse events, or all-cause mortality (P > 0.05). FXI inhibitors could be a safer and more potent option for prevention of thromboembolism than conventional therapy.

17.
Women Birth ; 37(4): 101623, 2024 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-38795604
18.
Environ Sci Pollut Res Int ; 31(28): 40778-40794, 2024 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-38819510

RESUMEN

Electronic waste (E-waste) production worldwide is increasing three times faster than the growth of the global population, and it is predicted that the total volume of E-waste will reach 74 million tonnes by 2030. United Nations warned that unless emissions of heat-trapping gases are drastically reduced, humanity will face catastrophic climate change. We created a bibliometric analysis and discussed the life cycle and techno-economic assessments of the current E-waste situation. We found trending E-waste topics, particularly those related to industrial facilities implementing a circular economy framework and improving the recycling methods of lithium-ion batteries, and this was linked to the topic of electric vehicles. Other research themes included bioleaching, hydrometallurgy, reverse logistics, heavy metal life cycle assessment, and sustainability. These topics can interest industrial factories and scientists interested in these fields. Also, throughout techno-economic assessments, we highlighted several economic and investment opportunities to benefit stakeholders from E-waste recycling. While the rate of E-waste is increasing, consumer education on the proper E-waste management strategies, a collaboration between international organizations with the industrial sector, and legislation of robust E-waste regulations may reduce the harmful effect on humans and the environment and increase the income to flourish national economies.


Asunto(s)
Bibliometría , Residuos Electrónicos , Reciclaje , Administración de Residuos , Administración de Residuos/métodos
19.
Acta Neurol Belg ; 124(4): 1177-1187, 2024 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-38802719

RESUMEN

BACKGROUND: Chronic subdural hematoma (CSDH) is a prevalent type of intracranial hemorrhage. Surgical interventions, such as Twist Drill Craniostomy and Burr Hole Craniostomy, are employed for its treatment. However, limited information exists regarding the impact of postoperative head position (supine vs. elevated) on clinical outcomes. We aim to assess whether patients' head position after surgery influences their prognosis. METHOD: We conducted a PRISMA-compliant systematic review and meta-analysis. Our search encompassed PubMed, Cochrane CENTRAL, Scopus, Web of Science, and Embase databases to identify relevant published studies. Data were meticulously extracted, pooled using a fixed model, and reported as risk ratios (RR) with 95% confidence intervals (CI). Statistical analysis was performed using R and Stata MP v.17. RESULTS: Five studies involving 284 patients were included in our meta-analysis. We focused on three primary clinical outcomes, comparing the supine and elevated header positions. Notably, there was no statistically significant difference between the supine and elevated positions in terms of recurrence rate (RR 0.77, 95% CI [0.44, 1.37]), second intervention for recurrence (RR 1.07, 95% CI [0.42, 2.78]) and postoperative complications (RR 1.16, 95% CI [0.70, 1.92]). CONCLUSION: Current studies have proved no difference between supine and elevated bed header positions regarding recurrence rate, second intervention for recurrence, and postoperative complications. Future RCTs with long-term follow-ups are recommended.


Asunto(s)
Hematoma Subdural Crónico , Humanos , Hematoma Subdural Crónico/cirugía , Posicionamiento del Paciente/métodos , Cuidados Posoperatorios/métodos , Posición Supina
20.
Cancers (Basel) ; 16(8)2024 Apr 15.
Artículo en Inglés | MEDLINE | ID: mdl-38672588

RESUMEN

Lung cancer is the leading cause of cancer-related deaths worldwide. Two of the crucial factors contributing to these fatalities are delayed diagnosis and suboptimal prognosis. The rapid advancement of deep learning (DL) approaches provides a significant opportunity for medical imaging techniques to play a pivotal role in the early detection of lung tumors and subsequent monitoring during treatment. This study presents a DL-based model for efficient lung cancer detection using whole-slide images. Our methodology combines convolutional neural networks (CNNs) and separable CNNs with residual blocks, thereby improving classification performance. Our model improves accuracy (96% to 98%) and robustness in distinguishing between cancerous and non-cancerous lung cell images in less than 10 s. Moreover, the model's overall performance surpassed that of active pathologists, with an accuracy of 100% vs. 79%. There was a significant linear correlation between pathologists' accuracy and years of experience (r Pearson = 0.71, 95% CI 0.14 to 0.93, p = 0.022). We conclude that this model enhances the accuracy of cancer detection and can be used to train junior pathologists.

SELECCIÓN DE REFERENCIAS
DETALLE DE LA BÚSQUEDA
...