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1.
PLoS One ; 19(3): e0299108, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38452019

RESUMO

Cognitive human error and recent cognitive taxonomy on human error causes of software defects support the intuitive idea that, for instance, mental overload, attention slips, and working memory overload are important human causes for software bugs. In this paper, we approach the EEG as a reliable surrogate to MRI-based reference of the programmer's cognitive state to be used in situations where heavy imaging techniques are infeasible. The idea is to use EEG biomarkers to validate other less intrusive physiological measures, that can be easily recorded by wearable devices and useful in the assessment of the developer's cognitive state during software development tasks. Herein, our EEG study, with the support of fMRI, presents an extensive and systematic analysis by inspecting metrics and extracting relevant information about the most robust features, best EEG channels and the best hemodynamic time delay in the context of software development tasks. From the EEG-fMRI similarity analysis performed, we found significant correlations between a subset of EEG features and the Insula region of the brain, which has been reported as a region highly related to high cognitive tasks, such as software development tasks. We concluded that despite a clear inter-subject variability of the best EEG features and hemodynamic time delay used, the most robust and predominant EEG features, across all the subjects, are related to the Hjorth parameter Activity and Total Power features, from the EEG channels F4, FC4 and C4, and considering in most of the cases a hemodynamic time delay of 4 seconds used on the hemodynamic response function. These findings should be taken into account in future EEG-fMRI studies in the context of software debugging.


Assuntos
Encéfalo , Eletroencefalografia , Humanos , Eletroencefalografia/métodos , Encéfalo/fisiologia , Imageamento por Ressonância Magnética/métodos , Software , Imagem Multimodal , Cognição
2.
Int Orthop ; 2024 Mar 19.
Artigo em Inglês | MEDLINE | ID: mdl-38502335

RESUMO

PURPOSE: Bone and joint infections, complicated by the burgeoning challenge of antimicrobial resistance (AMR), pose significant public health threats by amplifying the disease burden globally. We leveraged results from the 2019 Global Burden of Disease Study (GBD) to explore the impact of AMR attributed to bone and joint infections in terms of disability-adjusted life years (DALYs), elucidating the contemporary status and temporal trends. METHODS: Utilizing GBD 2019 data, we summarized the burden of bone and joint infections attributed to AMR across 195 countries and territories in the 30 years from 1990 to 2019. We review the epidemiology of AMR in terms of age-standardized rates, the estimated DALYs, comprising years of life lost (YLLs) and years lived with disability (YLDs), as well as associations between DALYs and socio-demographic indices. RESULTS: The GBD revealed that DALYs attributed to bone and joint infections associated with AMR have risen discernibly between 1990 and 2019 globally. Significant geographical disparities and a positive correlation with socio-demographic indicators were observed. Staphylococcus aureus infections, Group A Streptococcus, Group B Streptococcus, Escherichia coli, Pseudomonas aeruginosa, Klebsiella pneumoniae, and Enterobacter-related bone and joint infections were associated with the highest DALYs because of a high proportion of antimicrobial resistance. Countries with limited access to healthcare, suboptimal sanitary conditions, and inconsistent antibiotic stewardship were markedly impacted. CONCLUSIONS: The GBD underscores the escalating burden of bone and joint infections exacerbated by AMR, necessitating urgent, multi-faceted interventions. Strategies to mitigate the progression and impact of AMR should emphasize prudent antimicrobial usage and robust infection prevention and control measures, coupled with advancements in diagnostic and therapeutic modalities.

3.
Environ Toxicol Chem ; 43(4): 878-895, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38411291

RESUMO

Studies on the bioaccumulation and toxicity of contaminants in Crocodylians are scarce. We evaluated alterations in concentrations of the nondestructive biomarkers butyrylcholinesterase (BChE), glutathione-S-transferase (GST), superoxide dismutase (SOD), and reduced glutathione (GSH), together with bioaccumulation of the metals iron (Fe), copper (Cu), zinc (Zn), manganese (Mn), chronium (Cr), aluminium (Al), and lead (Pb) in Caiman latirostris captured in Tapacurá Reservoir (TR; São Lourenço da Mata, Pernambuco, Brasil), in urbanized areas of Pernambuco State (UA; Brasil) and from the AME Brasil caiman farm (AF; Marechal Deodoro, Alagoas, Brasil); the latter was used as a potential reference with low levels of contamination. For metal analysis, 500 µL of blood was digested in 65% HNO3 and 30% H2O2. The samples were analyzed by inductively coupled plasma-optical emission spectrometry. For analysis of biomarkers, an aliquot of blood was centrifuged to obtain plasma in which biochemical assays were performed. Blood concentrations of metals analyzed in animals from AF were lower compared with TR and UA, confirming that animals from the caiman farm could be used as references with low levels of contamination. Iron, Cu, Mn, Al, and Pb exceeded toxic levels for other vertebrates in animals from TR and UA. Butyrylcholinesterase activity showed significant reduction in adults from UA and TR compared with AF. An increase in the activity of GST and GSH, in adults of TR and UA in relation to AF, was verified. Superoxide dismutase activity showed a significant reduction in adults of TR in relation to AF, and the concentrations of Cu and Mn were negatively correlated with SOD activity. Animals from UA and TR showed greater concentrations of the analyzed metals compared with reference animals, and changes in biomarkers were seen, confirming the potential of these nondestructive chemical and biological parameters in blood of C. latirostris for biomonitoring of pollution. Environ Toxicol Chem 2024;43:878-895. © 2024 SETAC.


Assuntos
Jacarés e Crocodilos , Metais Pesados , Animais , Jacarés e Crocodilos/metabolismo , Butirilcolinesterase , Bioacumulação , Peróxido de Hidrogênio , Chumbo , Manganês/toxicidade , Superóxido Dismutase/metabolismo , Ferro , Biomarcadores , Metais Pesados/análise
4.
BJUI Compass ; 5(2): 289-296, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38371207

RESUMO

Objective: We aim to create a new score to predict postoperative overall survival in patients with nonmetastatic T3aN0 renal cell carcinoma. Methods: We reviewed the clinical data of adult patients who underwent radical nephrectomy for renal cell carcinoma between December 2007 and January 2022 in a single tertiary oncological institution. Clinical characteristics, clinical-pathological staging and histopathological characteristics were analysed. Survival analyses were determined using the Kaplan-Meier curve. A nomogram was established using Cox proportional hazard regression to identify the prognostic factors affecting the overall survival. The area under the curve, calibration curves and decision curve analysis were used to evaluate prognostic efficacy. Results: We analyzed 362 patients classified as pT3aN0M0 stage with a median follow-up of 40 months. According to Cox univariate and multivariate analyses, weight loss greater than 5% in 6 months before surgery, stage V chronic kidney disease after radical nephrectomy, sarcomatoid pattern, and coagulative tumor necrosis were identified as predictors of overall survival. We developed a score and performed internal and external validation. The time-dependent receiver operating characteristic curve, area under the curve value and calibration curve analysis showed good prediction ability of the score. The nomogram can effectively predict and stratify overall survival after radical nephrectomy in patients with pT3aN0M0 renal cell carcinoma. Conclusion: Patients with pT3aN0MO renal cell carcinoma exhibited different characteristics, and those with unfavourable characteristics deserve greater attention during follow-up. This nomogram provides an accurate prediction of overall survival after radical nephrectomy.

5.
Mar Pollut Bull ; 200: 116063, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38278019

RESUMO

The most extensive oil spill ever recorded in tropical oceans occurred between August 2019 and March 2020, affecting approximately 3000 km of the Brazilian coast. This study assessed the chemical contamination and toxicity of sediments collected from affected reef areas during two sampling surveys conducted 17 and 24 months after the peak of oil slick inputs. Our results indicated that neither PAH levels nor measured toxicity showed a significant contribution from the spilled oil, with concentrations and biological effects indistinguishable from those in unaffected areas. Similarly, no differences were observed between seasons. Furthermore, there was no discernible relationship between sediment toxicity results and the measured PAH concentrations. Therefore, while biological responses indicated toxicity in most assessed areas, these responses are likely related to other local sources. This evidence suggests a natural oil attenuation process contributing to local environmental recovery. Nonetheless, further investigation is needed for other areas affected by oil spills.


Assuntos
Poluição por Petróleo , Petróleo , Hidrocarbonetos Policíclicos Aromáticos , Poluentes Químicos da Água , Poluição por Petróleo/análise , Sedimentos Geológicos/química , Monitoramento Ambiental/métodos , Brasil , Petróleo/toxicidade , Petróleo/análise , Hidrocarbonetos Policíclicos Aromáticos/análise , Poluentes Químicos da Água/análise
6.
Pharmaceuticals (Basel) ; 16(12)2023 Nov 28.
Artigo em Inglês | MEDLINE | ID: mdl-38139784

RESUMO

Alzheimer's disease causes chronic neurodegeneration and is the leading cause of dementia in the world. The causes of this disease are not fully understood but seem to involve two essential cerebral pathways: cholinergic and amyloid. The simultaneous inhibition of AChE, BuChE, and BACE-1, essential enzymes involved in those pathways, is a promising therapeutic approach to treat the symptoms and, hopefully, also halt the disease progression. This study sought to identify triple enzymatic inhibitors based on stereo-electronic requirements deduced from molecular modeling of AChE, BuChE, and BACE-1 active sites. A pharmacophore model was built, displaying four hydrophobic centers, three hydrogen bond acceptors, and one positively charged nitrogen, and used to prioritize molecules found in virtual libraries. Compounds showing adequate overlapping rates with the pharmacophore were subjected to molecular docking against the three enzymes and those with an adequate docking score (n = 12) were evaluated for physicochemical and toxicological parameters and commercial availability. The structure exhibiting the greatest inhibitory potential against all three enzymes was subjected to molecular dynamics simulations (100 ns) to assess the stability of the inhibitor-enzyme systems. The results of this in silico approach indicate ZINC1733 can be a potential multi-target inhibitor of AChE, BuChE, and BACE-1, and future enzymatic assays are planned to validate those results.

7.
Work ; 2023 Nov 17.
Artigo em Inglês | MEDLINE | ID: mdl-37980591

RESUMO

BACKGROUND: Patient referral prioritizations is an essential process in coordinating healthcare delivery, since it organizes the waiting lists according to priorities and availability of resources. OBJECTIVE: This study aims to highlight the consequences of decentralizing ambulatory patient referrals to general practitioners that work as family physicians in primary care clinics. METHODS: A qualitative case study was carried out in the municipality of Rio de Janeiro. The ten health regions of Rio de Janeiro were visited during fieldwork, totalizing 35 hours of semi-structured interviews and approximately 70 hours of analysis based on the Grounded Theory. RESULTS: The findings of this study show that the obstacles to adequate referrals are beyond the management of vacancies, ranging from the standardization of prioritization criteria to ensuring the proper employment of referral protocols in diverse locations assisted by overloaded health workers with different backgrounds and perceptions. Efforts in decentralizing patient referral to primary care still face the growing dilemmas and challenges of expanding the coverage of health services while putting pressure on risk assessment, as well as sustaining the autonomy of physicians' work while respecting the eligibility when ordering waiting lists. CONCLUSION: A major strength of this work is on the method to organize and aggregate qualitative data using visual representations. Limitations concerning the reach of fieldwork in vulnerable and hardly accessible areas were overcame using snowball sampling techniques, making more participants accessible.

8.
J Pers Med ; 13(7)2023 Jun 25.
Artigo em Inglês | MEDLINE | ID: mdl-37511657

RESUMO

Proving clinical superiority of personalized care models in interventional and surgical pain management is challenging. The apparent difficulties may arise from the inability to standardize complex surgical procedures that often involve multiple steps. Ensuring the surgery is performed the same way every time is nearly impossible. Confounding factors, such as the variability of the patient population and selection bias regarding comorbidities and anatomical variations are also difficult to control for. Small sample sizes in study groups comparing iterations of a surgical protocol may amplify bias. It is essentially impossible to conceal the surgical treatment from the surgeon and the operating team. Restrictive inclusion and exclusion criteria may distort the study population to no longer reflect patients seen in daily practice. Hindsight bias is introduced by the inability to effectively blind patient group allocation, which affects clinical result interpretation, particularly if the outcome is already known to the investigators when the outcome analysis is performed (often a long time after the intervention). Randomization is equally problematic, as many patients want to avoid being randomly assigned to a study group, particularly if they perceive their surgeon to be unsure of which treatment will likely render the best clinical outcome for them. Ethical concerns may also exist if the study involves additional and unnecessary risks. Lastly, surgical trials are costly, especially if the tested interventions are complex and require long-term follow-up to assess their benefit. Traditional clinical testing of personalized surgical pain management treatments may be more challenging because individualized solutions tailored to each patient's pain generator can vary extensively. However, high-grade evidence is needed to prompt a protocol change and break with traditional image-based criteria for treatment. In this article, the authors review issues in surgical trials and offer practical solutions.

9.
J Pers Med ; 13(6)2023 May 23.
Artigo em Inglês | MEDLINE | ID: mdl-37373867

RESUMO

BACKGROUND: In clinical outcome studies, patient input into the factors that drive higher satisfaction with lumbar minimally invasive spinal surgery (MISS) is rare. The skin incision is often the only visible consequence of surgery that patients can assess. The authors were interested in patients' opinions about the type of lumbar paramedian minimally invasive spinal (MIS) skin incision employed during MISS and how novel skin incisions could impact patients' interpretation of the outcome. The authors wanted to compare traditional lumbar stab incisions to three novel lumbar paramedian (MIS) skin incisions to determine if further study is indicated. The primary objective was to examine patient satisfaction and perceptions regarding lumbar paramedian MIS skin incisions. METHODS: We reviewed the literature and conducted a patient opinion survey. Responses were solicited from back pain patients from a single chiropractic office. Survey questions regarding novel skin incisions for minimally invasive spine surgery (NSIMISS) were conceptualized. The three novel skin incisions were designed using Langer's lines to reduce the total number of incisions; improve patient satisfaction; increase ease of surgical approach/fixation; and reduce operative time/radiation exposure. RESULTS: One hundred and six participants were surveyed. When shown traditional lumbar paramedian MIS skin stab incisions, 76% of respondents indicated negative responses, n = 65. The majority of patients chose traditional stab incisions (n = 41) followed by novel larger intersecting incisions (n = 37). The least popular incisions were the novel horizontal (n = 20) and the novel mini oblique (n = 5) incisions. Female patients worried more than male patients about how their incision looked. However, there was no statistically significant difference (p value of 0.0418 via Mann-Whitney U one-tailed test and p value of 0.0836 via Mann-Whitney U two-tailed test). Patients less than or equal to 50 years of age worried more than patients over 51 years of age, which was statistically significant (p value of 0.0104 via Mann-Whitney U one-tailed test and p value of 0.0208 via Mann-Whitney U two-tailed test). CONCLUSIONS: Patients do have opinions on the type of lumbar paramedian MIS skin incision used. It appears that younger patients and female patients worry most about how the incision on their back looks after surgery. A larger population of patients across many demographics is needed to validate these findings.

10.
Int J Spine Surg ; 17(3): 387-398, 2023 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-37315993

RESUMO

BACKGROUND: Durotomy during endoscopic spine surgery can cause a patient's neurological or cardiovascular status to deteriorate unexpectedly intra- or postoperatively. There is currently limited literature regarding appropriate fluid management strategies, irrigation-related risk factors, and clinical consequences of incidental durotomy during spinal endoscopy, and no validated irrigation protocol exists for endoscopic spine surgery. Thus, the present article sought to (1) describe 3 cases of durotomy, (2) investigate standard epidural pressure measurements, and (3) survey endoscopic spine surgeons on the incidence of adverse effects believed to result from durotomy. MATERIALS AND METHODS: The authors first reviewed clinical outcomes and analyzed complications in 3 patients with intraoperatively recognized incidental durotomy. Second, the authors conducted a small case series with intraoperative epidural pressure measurements during gravity-assisted irrigated video endoscopy of the lumbar spine. Measurements were conducted on 12 patients with a transducer assembly that was introduced through the endoscopic working channel of the RIWOSpine Panoview Plus and Vertebris endoscope to the decompression site in the spine. Third, the authors conducted a retrospective, multiple-choice survey of endoscopic spine surgeons to better understand the frequency and seriousness of problems they attributed to irrigation fluid escaping from the surgical decompression site into the spinal canal and neural axis. Descriptive and correlative statistical analyses were performed on the surgeons' responses. RESULTS: In the first part of this study, durotomy-related complications during irrigated spinal endoscopy were observed in 3 patients. Postoperative head computed tomographic (CT) images revealed massive blood in the intracranial subarachnoid space, the basal cisterns, the III and IV ventricle, and the lateral ventricles characteristic of an arterial fisher grade IV subarachnoid hemorrhage, and hydrocephalus without evidence of aneurysms or angiomas. Two additional patients developed intraoperative seizures, cardiac arrhythmia, and hypotension. The head CT image in 1 of these 2 patients had intracranial air entrapment.In the second part, epidural pressure measurements in 12 patients who underwent uneventful routine lumbar interlaminar decompression for L4-L5 and L5-S1 disc herniation showed an average epidural pressure of 24.5 mm Hg.In the third part, the online survey was accessed by 766 spine surgeons worldwide and had a response rate of 43.6%. Irrigation-related problems were reported by 38% of responding surgeons. Only 11.8% used irrigation pumps, with 90% running the pump above 40 mm Hg. Headaches (4.5%) and neck pain (4.9%) were observed by nearly a 10th (9.4%) of surgeons. Seizures in combination with headaches, neck and abdominal pain, soft tissue edema, and nerve root injury were reported by another 5 surgeons. One surgeon reported a delirious patient. Another 14 surgeons thought that they had patients with neurological deficits ranging from nerve root injury to cauda equina syndrome related to irrigation fluid. Autonomic dysreflexia associated with hypertension was attributed by 19 of the 244 responding surgeons to the noxious stimulus of escaped irrigation fluid that migrated from the decompression site in the spinal canal. Two of these 19 surgeons reported 1 case associated with a recognized incidental durotomy and another with postoperative paralysis. CONCLUSIONS: Patients should be educated preoperatively about the risk of irrigated spinal endoscopy. Although rare, intracranial blood, hydrocephalus, headaches, neck pain, seizures, and more severe complications, including life-threatening autonomic dysreflexia with hypertension, may arise if irrigation fluid enters the spinal canal or the dural sac and migrates from the endoscopic site along the neural axis rostrally. Experienced endoscopic spine surgeons suspect a correlation between durotomy and irrigation-related extra- and intradural pressure equalization that could be problematic if associated with high volumes of irrigation fluid LEVEL OF EVIDENCE: 3.

11.
Rev Panam Salud Publica ; 47: e73, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37123641

RESUMO

Objectives: To develop and test a framework to assess the potential of public health systems to maintain a resilient performance. Methods: Quantitative data from public databases and qualitative data from technical reports of Brazilian health authorities were used to develop the framework which was assessed and modified by experts. Fuzzy logic was used for the mathematical model to determine scores for four resilient abilities - monitoring, anticipation, learning, and response - and an aggregated coefficient of resilient potential in health care. The coefficient measures used data from before the coronavirus disease 2019 (COVID-19) pandemic. These were compared with measures of the actual performance of health systems in 10 cities in Brazil during the pandemic. Results: The coefficient of resilient potential in health care showed that the cities most affected by COVID-19 had lower potential for resilient performance before the pandemic. Some local health systems had adequate response capabilities, but other abilities were not well developed, which adversely affected the management of the spread of COVID-19. Conclusions: The coefficient of resilient potential in health care is useful to indicate important areas for resilient performance and the different types of resilience capacities that can be considered in different contexts and levels of public health systems. Regular assessment of the potential of health systems for resilient performance would help highlight opportunities for continuous improvement in health system functions during chronic stress situations, which could strengthen their ability to keep functioning in the face of sudden disturbances.

12.
J Pers Med ; 13(5)2023 Apr 23.
Artigo em Inglês | MEDLINE | ID: mdl-37240880

RESUMO

Pain generator-based lumbar spinal decompression surgery is the backbone of modern spine care. In contrast to traditional image-based medical necessity criteria for spinal surgery, assessing the severity of neural element encroachment, instability, and deformity, staged management of common painful degenerative lumbar spine conditions is likely to be more durable and cost-effective. Targeting validated pain generators can be accomplished with simplified decompression procedures associated with lower perioperative complications and long-term revision rates. In this perspective article, the authors summarize the current concepts of successful management of spinal stenosis patients with modern transforaminal endoscopic and translaminar minimally invasive spinal surgery techniques. They represent the consensus statements of 14 international surgeon societies, who have worked in collaborative teams in an open peer-review model based on a systematic review of the existing literature and grading the strength of its clinical evidence. The authors found that personalized clinical care protocols for lumbar spinal stenosis rooted in validated pain generators can successfully treat most patients with sciatica-type back and leg pain including those who fail to meet traditional image-based medical necessity criteria for surgery since nearly half of the surgically treated pain generators are not shown on the preoperative MRI scan. Common pain generators in the lumbar spine include (a) an inflamed disc, (b) an inflamed nerve, (c) a hypervascular scar, (d) a hypertrophied superior articular process (SAP) and ligamentum flavum, (e) a tender capsule, (f) an impacting facet margin, (g) a superior foraminal facet osteophyte and cyst, (h) a superior foraminal ligament impingement, (i) a hidden shoulder osteophyte. The position of the key opinion authors of the perspective article is that further clinical research will continue to validate pain generator-based treatment protocols for lumbar spinal stenosis. The endoscopic technology platform enables spine surgeons to directly visualize pain generators, forming the basis for more simplified targeted surgical pain management therapies. Limitations of this care model are dictated by appropriate patient selection and mastering the learning curve of modern MIS procedures. Decompensated deformity and instability will likely continue to be treated with open corrective surgery. Vertically integrated outpatient spine care programs are the most suitable setting for executing such pain generator-focused programs.

13.
J Pers Med ; 13(5)2023 May 18.
Artigo em Inglês | MEDLINE | ID: mdl-37241022

RESUMO

Personalized care models are dominating modern medicine. These models are rooted in teaching future physicians the skill set to keep up with innovation. In orthopedic surgery and neurosurgery, education is increasingly influenced by augmented reality, simulation, navigation, robotics, and in some cases, artificial intelligence. The postpandemic learning environment has also changed, emphasizing online learning and skill- and competency-based teaching models incorporating clinical and bench-top research. Attempts to improve work-life balance and minimize physician burnout have led to work-hour restrictions in postgraduate training programs. These restrictions have made it particularly challenging for orthopedic and neurosurgery residents to acquire the knowledge and skill set to meet the requirements for certification. The fast-paced flow of information and the rapid implementation of innovation require higher efficiencies in the modern postgraduate training environment. However, what is taught typically lags several years behind. Examples include minimally invasive tissue-sparing techniques through tubular small-bladed retractor systems, robotic and navigation, endoscopic, patient-specific implants made possible by advances in imaging technology and 3D printing, and regenerative strategies. Currently, the traditional roles of mentee and mentor are being redefined. The future orthopedic surgeons and neurosurgeons involved in personalized surgical pain management will need to be versed in several disciplines ranging from bioengineering, basic research, computer, social and health sciences, clinical study, trial design, public health policy development, and economic accountability. Solutions to the fast-paced innovation cycle in orthopedic surgery and neurosurgery include adaptive learning skills to seize opportunities for innovation with execution and implementation by facilitating translational research and clinical program development across traditional boundaries between clinical and nonclinical specialties. Preparing the future generation of surgeons to have the aptitude to keep up with the rapid technological advances is challenging for postgraduate residency programs and accreditation agencies. However, implementing clinical protocol change when the entrepreneur-investigator surgeon substantiates it with high-grade clinical evidence is at the heart of personalized surgical pain management.

14.
Artigo em Inglês | MEDLINE | ID: mdl-37027634

RESUMO

Wheezes are adventitious respiratory sounds commonly present in patients with respiratory conditions. The presence of wheezes and their time location are relevant for clinical reasons, such as understanding the degree of bronchial obstruction. Conventional auscultation is usually employed to analyze wheezes, but remote monitoring has become a pressing need during recent years. Automatic respiratory sound analysis is required to reliably perform remote auscultation. In this work we propose a method for wheeze segmentation. Our method starts by decomposing a given audio excerpt into intrinsic mode frequencies using empirical mode decomposition. Then, we apply harmonic-percussive source separation to the resulting audio tracks and get harmonic-enhanced spectrograms, which are processed to obtain harmonic masks. Subsequently, a series of empirically derived rules are applied to find wheeze candidates. Finally, the candidates stemming from the different audio tracks are merged and median filtered. In the evaluation stage, we compare our method to three baselines on the ICBHI 2017 Respiratory Sound Database, a challenging dataset containing various noise sources and background sounds. Using the full dataset, our method outperforms the baselines, achieving an F1 of 41.9%. Our method's performance is also better than the baselines across several stratified results focusing on five variables: recording equipment, age, sex, body-mass index, and diagnosis. We conclude that, contrary to what has been reported in the literature, wheeze segmentation has not been solved for real life scenario applications. Adaptation of existing systems to demographic characteristics might be a promising step in the direction of algorithm personalization, which would make automatic wheeze segmentation methods clinically viable.

15.
Work ; 76(2): 803-820, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37092202

RESUMO

BACKGROUND: Most organizations perceive the concept of ergonomic actions as a local tool used to improve workplace issues. Ergonomics however is not included in global management systems. The paradigm of ergonomics action in large organizations proposed by this study is that of management systems whose primary objective is the pressing need for continuous performance improvement, acquisition of excellence, and integration into all aspects of the business. OBJECTIVE: The general objective of this work is to draw a frame presenting a model of ergonomics management based on good practices in managing this discipline in large industrial companies. METHOD: In this study, we describe a strategy based on the fuzzy set theory to aggregate a group of good practices expressed by experienced ergonomists attached to large industrial companies for handling the lack of ergonomics in an organization. RESULTS: A set of good practices was compiled as a basis for application in ergonomics in large companies. CONCLUSION: This study shows that ergonomics should not be considered an isolated phenomenon but in a strategic, proactive, integrated, and perennial way as one of the management subjects.

16.
BMC Health Serv Res ; 23(1): 349, 2023 Apr 10.
Artigo em Inglês | MEDLINE | ID: mdl-37032325

RESUMO

BACKGROUND: As health systems struggle to tackle the spread of Covid-19, resilience becomes an especially relevant attribute and research topic. More than strength or preparedness, to perform resiliently to emerging shocks, health systems must develop specific abilities that aim to increase their potential to adapt to extraordinary situations while maintaining their regular functioning. Brazil has been one of the most affected countries during the pandemic. In January 2021, the Amazonas state's health system collapsed, especially in the city of Manaus, where acute Covid-19 patients died due to scarcity of medical supplies for respiratory therapy. METHODS: This paper explores the case of the health system's collapse in Manaus to uncover the elements that prevented the system from performing resiliently to the pandemic, by carrying out a grounded-based systems analysis of the performance of health authorities in Brazil using the Functional Resonance Analysis Method. The major source of information for this study was the reports from the congressional investigation carried out to unveil the Brazilian response to the pandemic. RESULTS: Poor cohesion between the different levels of government disrupted essential functions for managing the pandemic. Moreover, the political agenda interfered in the abilities of the system to monitor, respond, anticipate, and learn, essential aspects of resilient performance. CONCLUSIONS: Through a systems analysis approach, this study describes the implicit strategy of "living with Covid-19", and an in-depth view of the measures that hampered the resilience of the Brazilian health system to the spread of Covid-19.


Assuntos
COVID-19 , Humanos , COVID-19/epidemiologia , Atenção à Saúde , Brasil/epidemiologia , Programas Governamentais , Pandemias/prevenção & controle
17.
Artigo em Inglês | PAHO-IRIS | ID: phr-57407

RESUMO

[ABSTRACT]. Objectives. To develop and test a framework to assess the potential of public health systems to maintain a resilient performance. Methods. Quantitative data from public databases and qualitative data from technical reports of Brazilian health authorities were used to develop the framework which was assessed and modified by experts. Fuzzy logic was used for the mathematical model to determine scores for four resilient abilities – monitoring, anticipation, learning, and response and an aggregated coefficient of resilient potential in health care. The coefficient measures used data from before the coronavirus disease 2019 (COVID-19) pandemic. These were compared with measures of the actual performance of health systems in 10 cities in Brazil during the pandemic. Results. The coefficient of resilient potential in health care showed that the cities most affected by COVID-19 had lower potential for resilient performance before the pandemic. Some local health systems had adequate response capabilities, but other abilities were not well developed, which adversely affected the management of the spread of COVID-19. Conclusions. The coefficient of resilient potential in health care is useful to indicate important areas for resilient performance and the different types of resilience capacities that can be considered in different contexts and levels of public health systems. Regular assessment of the potential of health systems for resilient performance would help highlight opportunities for continuous improvement in health system functions during chronic stress situations, which could strengthen their ability to keep functioning in the face of sudden disturbances.


[RESUMEN]. Objetivos. Elaborar y examinar un marco para evaluar el potencial de los sistemas de salud pública de man- tener un desempeño resiliente. Métodos. Para elaborar el marco, se emplearon datos cuantitativos de bases de datos públicas y datos cualitativos de informes técnicos de las autoridades de salud brasileñas. A continuación, este marco fue evaluado y modificado por expertos. Se utilizó la lógica difusa en el modelo matemático empleado para determinar la puntuación de cuatro capacidades resilientes (seguimiento, anticipación, aprendizaje y respuesta) y un coeficiente agregado de potencial resiliente en la atención médica. Para las medidas del coeficiente se emplearon datos previos a la pandemia de la enfermedad por el coronavirus del 2019 (COVID-19), que se compararon con las medidas del desempeño real de los sistemas de salud en diez ciudades de Brasil durante la pandemia. Resultados. El coeficiente de potencial resiliente en la atención de salud indicó que las ciudades más afec- tadas por la COVID-19 presentaban un menor potencial de desempeño resiliente antes de la pandemia. En algunos sistemas de salud locales la capacidad de respuesta era adecuada pero otras capacidades no estaban suficientemente desarrolladas, lo que afectó de manera negativa el manejo de la propagación de la COVID-19. Conclusiones. El coeficiente de potencial resiliente en la atención de salud es útil para indicar aspectos importantes del desempeño resiliente y los diferentes tipos de capacidades de resiliencia que pueden considerarse en diferentes contextos y niveles de los sistemas de salud pública. La evaluación periódica del potencial de los sistemas de salud para tener un desempeño resiliente ayudaría a poner de relieve las opor- tunidades de mejora continua de las funciones del sistema de salud en situaciones de estrés crónico, lo que podría fortalecer su capacidad para seguir funcionando frente a perturbaciones repentinas.


[RESUMO]. Objetivos. Desenvolver e testar uma estrutura de avaliação do potencial dos sistemas de saúde pública de manter um desempenho resiliente. Métodos. Dados quantitativos de bancos de dados públicos e dados qualitativos de relatórios técnicos das autoridades sanitárias brasileiras foram utilizados para desenvolver a estrutura, que foi avaliada e modificada por especialistas. A lógica fuzzy foi utilizada na criação de um modelo matemático para determinar a pontuação em quatro capacidades de resiliência (monitoramento, antecipação, aprendizagem e resposta) e um coeficiente agregado do potencial de resiliência na atenção à saúde. O coeficiente foi calculado utilizando dados anteriores à pandemia da doença provocada pelo coronavírus de 2019 (COVID-19). Esses dados foram comparados com medidas do desempenho real dos sistemas de saúde em 10 cidades brasileiras durante a pandemia. Resultados. O coeficiente de potencial de resiliência na atenção à saúde revelou que as cidades mais afetadas pela COVID-19 tinham menor potencial de desempenho resiliente antes da pandemia. Alguns sistemas de saúde locais tinham capacidades de resposta adequadas, porém as outras capacidades não estavam bem desenvolvidas, o que prejudicou o gerenciamento da propagação da COVID-19. Conclusões. O coeficiente de potencial de resiliência na atenção à saúde é útil para indicar áreas importantes para um desempenho resiliente e os vários tipos de capacidade de resiliência que podem ser considerados em diferentes contextos e níveis dos sistemas de saúde pública. Uma avaliação periódica do potencial de desempenho resiliente dos sistemas de saúde ajudaria a assinalar oportunidades para melhorias contínuas das funções desses sistemas durante situações de estresse crônico, o que poderia aumentar sua capacidade de continuar funcionando diante de perturbações repentinas.


Assuntos
Indicadores de Gestão , Indicadores de Serviços , Gestão de Riscos , Preparação em Desastres , Indicadores de Gestão , Indicadores de Serviços , Gestão de Riscos , Preparação em Desastres , Indicadores de Gestão , Indicadores de Serviços , Gestão de Riscos , Preparação em Desastres
18.
Pain Physician ; 26(1): 29-37, 2023 01.
Artigo em Inglês | MEDLINE | ID: mdl-36791291

RESUMO

BACKGROUND: BACKGROUND: The controversy continues on how to best become proficient in contemporary minimally invasive spinal surgery techniques (MISST). Postgraduate training programs typically lag behind the innovation. Other subspecialty spine care providers often compete with spine surgeons particularly when they do not offer the treatments needed by their patients. The public debate centers around who should be taught and credentialed in providing surgical spine care. OBJECTIVES: The purpose of this study was to conduct an opinion survey amongst spine care providers regarding the learning curve of MISST and which credentialing standards should be established. SETTING: Surgeon online opinion survey sent by email, and chat groups in social media networks, including WeChat, WhatsApp, and LinkedIn. METHODS: Surgeons were asked the following questions: 1) Do you think MISS is harder to learn compared to open surgery? 2) Do you perform MISS? 3) What type of MISS do you perform? 4) If you perform endoscopic surgery, which approach(es)/technique(s) do you employ? 5) In your opinion, where does the innovation take place? 6) Where should MISST be taught? 7) Do you think mastering the MISST learning curve and surgeon skill level affect patient outcomes? 8) Which credentialing criteria do you recommend? Demographic data of responding surgeons, including age, postgraduate training and years from graduation, and practice setting, were also obtained. Descriptive statistics were employed to count the responses and compared to the surgeon's training using statistical package SPSS Version 27.0 (IBM Corporation, Armonk, NY). RESULTS: The online survey was viewed by 806 surgeons, started by 487, and completed by 272, yielding a completion rate of 55.9%. Orthopedic surgeons comprised 52.6% (143/272) of respondents, followed by 46.7% (127/272) neurosurgeons, and 0.7% pain management physicians (2/272). On average, respondents had graduated from a postgraduate training program 15.43 ± 10.13 years. Nearly all respondents employed MISST (252/272; 92.8%) and thought that proficiency in MISST affects patients' outcomes (270/272; 98.2%). Some 54.1% (146/270) opined that MISS is more challenging to learn than traditional open spine surgery. Preferred credentialing criteria were 1) number of MISST cases (87.5%; 238/272), b) skill level (69.9%; 190/272), and c) proficiency assessment (59.9%; 163/272). A case log review (42.3%; 116/272) or an oral examination (26.1%; 71/272) was not favored by surgeons. Surgeons reported academia (43.4%; 116/267) and private practice (41.2%; 110/267) as the centers of innovation. Only 15.4% (41/267) of respondents opined that industry was the main driver over innovation. LIMITATIONS: Geographical and cultural biases may impact the opinions of responding surgeons. CONCLUSIONS: Respondents preferred case volume, skill level, and proficiency assessment as credentialing criteria. Surgeons expect academic university programs and specialty societies to provide the necessary training in novel MISST while working with governing boards to update the certification programs.


Assuntos
Cirurgiões , Humanos , Cirurgiões/educação , Coluna Vertebral , Procedimentos Cirúrgicos Minimamente Invasivos/métodos , Endoscopia , Credenciamento
19.
J Biomol Struct Dyn ; 41(10): 4560-4574, 2023 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-35491692

RESUMO

Alzheimer's disease (AD) is a neurodegenerative pathology responsible for 70% of dementia cases worldwide. Despite its relevance, the few drugs available for the treatment of this disease offer only symptomatic relief, with limited efficacy and serious adverse effects. The most accepted hypothesis about the pathogenesis involves the aggregation and deposition of ß-amyloid peptides, mainly in the cerebral cortex and hippocampus, through the catalytic action of beta-secretase 1 (BACE-1), making this enzyme a promising target for the development of new drugs. In order to prioritize candidates for BACE-1 inhibitors, a hierarchical virtual screening by pharmacophore model and molecular docking was performed against the 216,833 molecules contained in several databases. Our previously built pharmacophore model was used for the first filtering step, which resulted in the selection of 399 molecules. The remaining molecules were filtered through molecular docking with GOLD 5.4.0. In this step, molecules with scoring values ​​greater than the mean plus standard deviation were evaluated for commercial availability and absence of asymmetric centers. Four molecules were selected and evaluated for mutagenic potential by the AMES test with the help of the pkCSM server. Finally, they were tested against the descriptors on Lipinski and Veber rules, and ZINC01589617 (QFIT = 56.52/Score = 44.95) satisfied all requirements, being subjected to molecular dynamics simulations (t = 100 ns) in order to obtain robust data on the mode of bonding and profile of intermolecular interactions. Those in silico strategies demonstrated that ZINC01589617 is a potential candidate for biological tests.Communicated by Ramaswamy H. Sarma.


Assuntos
Doença de Alzheimer , Simulação de Dinâmica Molecular , Humanos , Simulação de Acoplamento Molecular , Secretases da Proteína Precursora do Amiloide , Doença de Alzheimer/tratamento farmacológico
20.
J Biomed Mater Res B Appl Biomater ; 111(5): 1024-1034, 2023 05.
Artigo em Inglês | MEDLINE | ID: mdl-36517955

RESUMO

To evaluate the osteoconductive potential of inorganic biomaterials of bovine origin submitted to different temperatures in the bone repair of critical defects in rat calvaria. Forty-eight rats were divided into four groups according to the material used to fill the defect: control group (GC), the defect was filled only with blood clot (n = 12); GBO, defect filled with Bio-Oss®, deproteinzed at 300°C (n = 12); GOX, defect filled with Inorganic GenOx®, deproteinzed from 850 to 1200°C (n = 12) and G700, defect filled with Inorganic GenOx 700, deproteinzed at 700°C (n = 12). In each animal's calvaria, a trephine bur with 5 mm internal diameter was used to produce a 6 mm-diameter central defect. Gen Derm® resorbable bovine membrane was superimposed over all defects. Subsequently, animals were euthanized at 30 and 60 days after surgery. The pieces were sent for histological and histometric analysis to evaluate the following variables: bone neoformation, presence of biomaterial, mononuclear and polymorphonuclear leukocytes, presence of other tissues (granulation and medullary) and maturation of collagen fibers. The most representative group for bone neoformation was GC. At 30 days, there was a higher mean of mature bone tissue (75.8). At 60 days, there was no statistical difference between the GC (64.9), GBO (32.9), GOX (45.3), and G700 (26.6) groups. GBO presented the highest amount of biomaterial after 30 days (115.9) and 60 days (118.5). All bovine biomaterials were biocompatible and osteoconductive. GOX promoted the best bone repair of the studied materials.


Assuntos
Materiais Biocompatíveis , Crânio , Ratos , Animais , Bovinos , Ratos Wistar , Temperatura , Materiais Biocompatíveis/farmacologia , Crânio/cirurgia , Crânio/patologia , Regeneração Óssea
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