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1.
J Infect Dev Ctries ; 18(4): 532-541, 2024 Apr 30.
Artigo em Inglês | MEDLINE | ID: mdl-38728645

RESUMO

INTRODUCTION: This study assessed the incidence and severity of side effects associated with coronavirus disease 2019 (COVID-19) vaccination among healthcare workers registered with the Medical Council of the Islamic Republic of Iran. METHODOLOGY: A retrospective cohort study was conducted on the healthcare workers focusing on the side-effects of COVID-19 vaccines from March to June 2021. Data were collected using online questionnaires. Multivariable logistic regression was used to assess the association between side effects of the vaccines and demographic variables, comorbidities, vaccine type, and history of COVID-19. RESULTS: Out of 42,018 people who were included, 55.85% reported at least one side effect after receiving the first vaccine dose. 4.59% of those with side effects sought diagnostic intervention or were referred to treatment centers. Multivariable logistic regression indicated that being a woman, higher education, having a history of COVID-19 infection, and having comorbidities increased the risk of side effects. The AstraZeneca vaccine significantly increased the risk of side effects compared to the Sputnik vaccine, while the Sinopharm vaccine decreased this risk. The risk of developing a side effect decreased with age. The risk of moderate and severe side effects was significantly associated with gender, younger age, comorbidities, and a history of COVID-19 infection. Moderate and severe side effects were less reported by those who received the Sinopharm vaccine. CONCLUSIONS: Clinical complications after COVID-19 vaccination, directly or indirectly caused by the vaccines, are common. However, the benefits of COVID-19 vaccines greatly outweigh the risk of reversible side effects, especially among the high-risk population.


Assuntos
Vacinas contra COVID-19 , COVID-19 , Pessoal de Saúde , Humanos , Irã (Geográfico)/epidemiologia , Feminino , Masculino , Estudos Retrospectivos , Vacinas contra COVID-19/efeitos adversos , Vacinas contra COVID-19/administração & dosagem , Pessoal de Saúde/estatística & dados numéricos , Adulto , Pessoa de Meia-Idade , COVID-19/prevenção & controle , COVID-19/epidemiologia , SARS-CoV-2/imunologia , Adulto Jovem , Vacinação/estatística & dados numéricos , Vacinação/efeitos adversos
2.
Oncol Rev ; 18: 1374513, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38707486

RESUMO

Background: Malignant gliomas are known with poor prognosis and low rate of survival among brain tumors. Resection surgery is followed by chemotherapy and radiotherapy in treatment of gliomas which is known as the conventional treatment. However, this treatment method results in low survival rate. Vaccination has been suggested as a type of immunotherapy to increase survival rate of glioma patients. Different types of vaccines have been developed that are mainly classified in two groups including peptide vaccines and cell-based vaccines. However, there are still conflicts about which type of vaccines is more efficient for malignant glioma treatment. Methods: Phase Ⅰ/Ⅱ clinical trials which compared the efficacy and safety of various vaccines with conventional treatments were searched in databases through November 2022. Overall survival (OS) rate, progression free survival (PFS), and OS duration were used for calculation of pooled risk ratio (RR). In addition, fatigue, headache, nausea, diarrhea, and flu-like syndrome were used for evaluating the safety of vaccines therapy in glioma patients. Results: A total of twelve articles were included in the present meta-analysis. Comparison of OS rate between vaccinated groups and control groups who underwent only conventional treatments showed a significant increase in OS rate in vaccinated patients (I2 = 0%, RR = 11.17, 95% CI: 2.460-50.225). PFS rate was better in vaccinated glioma patients (I2 = 83%, RR = 2.87, 95% CI: 1.63-5.03). Assessment of safety demonstrated that skin reaction (I2 = 0.0%, RR = 3.654; 95% CI: 1.711-7.801, p-value = 0.0058) and flu-like syndrome were significantly more frequent adverse effects win vaccinated groups compared to the control group. Subgroup analysis also showed that vaccination leads to better OS duration in recurrent gliomas than primary gliomas, and in LGG than HGG (p-value = 0). On the other hand, personalized vaccines showed better OS duration than non-personalized vaccines (p-value = 0). Conclusion: Vaccination is a type of immunotherapy which shows promising efficacy in treatment of malignant glioma patients in terms of OS, PFS and duration of survival. In addition, AFTV, peptide, and dendritic cell-based vaccines are among the most efficient vaccines for gliomas. Personalized vaccines also showed considerable efficacy for glioma treatments.

3.
J Chem Neuroanat ; : 102423, 2024 May 03.
Artigo em Inglês | MEDLINE | ID: mdl-38705215

RESUMO

Cellular ACE2 (cACE2), a vital component of the renin-angiotensin system (RAS), possesses catalytic activity to maintain AngII and Ang 1-7 balance, which is necessary to prevent harmful effects of AngII/AT2R and promote protective pathways of Ang (1-7)/MasR and Ang (1-7)/AT2R. Hemostasis of the brain-RAS is essential for maintaining normal central nervous system (CNS) function. Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is a viral disease that causes multi-organ dysfunction. SARS-CoV-2 mainly uses cACE2 to enter the cells and cause its downregulation. This, in turn, prevents the conversion of Ang II to Ang (1-7) and disrupts the normal balance of brain-RAS. Brain-RAS disturbances give rise to one of the pathological pathways in which SARS-CoV-2 suppresses neuroprotective pathways and induces inflammatory cytokines and reactive oxygen species. Finally, these impairments lead to neuroinflammation, neuronal injury, and neurological complications. In conclusion, the influence of RAS on various processes within the brain has significant implications for the neurological manifestations associated with COVID-19. These effects include sensory disturbances, such as olfactory and gustatory dysfunctions, as well as cerebrovascular and brain stem-related disorders, all of which are intertwined with disruptions in the RAS homeostasis of the brain.

4.
J Cell Biochem ; 2024 Apr 05.
Artigo em Inglês | MEDLINE | ID: mdl-38577900

RESUMO

The complex impacts of prolonged morphine exposure continue to be a significant focus in the expanding area of addiction studies. This research investigates the effectiveness of a combined treatment using Cabergoline and Mdivi-1 to counteract the neuroadaptive changes caused by in vitro morphine treatment. The impact of Methadone, Cabergoline, and a combination of Cabergoline and Mdivi-1 on the cellular and molecular responses associated with Morphine-induced changes was studied in human Neuroblastoma (SK-N-MC) and Glioblastoma (U87-MG) cell lines that were exposed to prolong Morphine treatment. Cabergoline and Mdivi-1 combined treatment effectively influenced the molecular alterations associated with neuroadaptation in chronic morphine-exposed neural cells. This combination therapy normalized autophagy and reduced oxidative stress by enhancing total-antioxidant capacity, mitigating apoptosis, restoring BDNF expression, and balancing apoptotic elements. Our research outlines morphine's dual role in modulating mitochondrial dynamics via the dysregulation of the autophagy-apoptosis axis. This emphasizes the significant involvement of DRP1 activity in neurological adaptation processes, as well as disturbances in the dopaminergic pathway during in vitro chronic exposure to morphine in neural cells. This study proposes a novel approach by recommending the potential effectiveness of combining Cabergoline and Mdivi-1 to modulate the neuroadaptations caused by morphine. Additionally, we identified BDNF and PCNA in neural cells as potential neuroprotective markers for assessing the effectiveness of drugs against opioid toxicity, emphasizing the need for further validation. The study uncovers diverse effects observed in pretreated morphine glioblastoma cells under treatment with Cabergoline and methadone. This highlights the potential for new treatments in the DRD2 pathway and underscores the importance of investigating the interplay between autophagy and apoptosis to advance research in managing cancer-related pain. The study necessitates an in-depth investigation into the relationship between autophagy and apoptosis, with a specific emphasis on protein interactions and the dynamics of cell signaling.

5.
Biomol Biomed ; 24(3): 659-664, 2024 May 02.
Artigo em Inglês | MEDLINE | ID: mdl-38315087

RESUMO

Assessing the impact of coronavirus disease 2019 (COVID-19) reveals unique challenges for pregnant women, who experience distinct clinical manifestations and health outcomes compared to their non-pregnant counterparts. We aimed to evaluate the clinical features, disease severity, and health outcomes of COVID-19 in pregnant women and compare them to those of non pregnant women. In this population-based study, we included all women diagnosed with COVID-19 across the province of Tehran during the first two years of the epidemic. Descriptive statistics, the chi-squared test, and the logistic regression model were applied. Overall, 79,338 non-pregnant women and 3249 pregnant women diagnosed with COVID-19 were included. Pregnant women were most commonly in the age group of 25 - 34 years (54%, n = 1758), while the age group of 34-44 had the highest representation among non-pregnant women (56%, n = 44,492). After accounting for age and comorbidities, pregnancy was associated with an increased risk of requiring intensive care (odds ratio [OR] 1.38, confidence interval [CI] 1.223 - 1.564). However, the probability of dying due to severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection was lower in pregnant women compared to non-pregnant women (OR 0.55, CI 0.394-0.793). Cough (41%) and fever (30%) were the most frequent clinical presentations in pregnant women, whereas cough (57%) and muscle ache (38%) were the most common symptoms in non-pregnant women. Furthermore, diarrhea (P < 0.001) and skin lesions (P < 0.001) were reported more frequently by pregnant patients than non-pregnant patients. A significant prevalence of diabetes (P < 0.001), hypertension (P < 0.001), cancers (P < 0.001), and chronic hematological diseases (P < 0.001) was observed in pregnant patients. In conclusion, COVID-19-infected pregnant women exhibit different clinical manifestations and a more severe clinical course but have better health outcomes compared to their non-pregnant counterparts.


Assuntos
COVID-19 , Complicações Infecciosas na Gravidez , SARS-CoV-2 , Índice de Gravidade de Doença , Humanos , COVID-19/epidemiologia , Gravidez , Feminino , Adulto , Estudos Transversais , Complicações Infecciosas na Gravidez/epidemiologia , Complicações Infecciosas na Gravidez/virologia , Irã (Geográfico)/epidemiologia , Adulto Jovem , Comorbidade , Pessoa de Meia-Idade
6.
Anesth Pain Med ; 13(4): e131746, 2023 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-38023997

RESUMO

Background: Percutaneous transforaminal endoscopic discectomy (PTED) has become popular over the years due to its safety and low invasiveness. This surgery can be performed with different anesthesia techniques; however, the extent to which the surgeon and patient are satisfied with the analgesia is debatable. Objectives: This study investigated the efficiency of the S1 transforaminal epidural block. Methods: This retrospective study was conducted on 60 patients with L4 - L5 lumbar disc herniation who underwent PTED under the S1 transforaminal epidural block. All patients had clinical symptoms associated with unilateral radiculopathy and were candidates for surgery. Percutaneous transforaminal endoscopy and S1 epidural block were performed by a surgeon for all patients. Results: Of the 60 evaluated cases, 61.7% and 38.3% were female and male, respectively, with a mean age of 42.98 ± 10.79 years. The mean pain score before surgery was 7.83 ± 0.69, which decreased to 2.58 ± 0.65 during surgery and 0.50 ± 0.50 48 hours after surgery (P < 0.001). The mean duration of operation in these patients was 58.58 ± 16.95 minutes, and the mean onset time was 10.08 ± 3.12 minutes. Moreover, the mean bleeding was 124.17 ± 25.20 cc. Conclusions: The PTED with S1 epidural anesthesia is a simple, safe, and effective method that causes good analgesia during the operation and cooperates well with the surgeon in neurological monitoring due to patient consciousness.

7.
Clin Case Rep ; 11(11): e8220, 2023 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-38028095

RESUMO

Lumbar spinal stenosis (LSS) is a prevalent cause of leg and back pain. In the youth, LSS is not common and mainly results from hereditary musculoskeletal disorders. Moreover, spinal fusion is a surgical approach to the treatment of LSS. Entrapment of surgical tools due to breakage is a rare yet important phenomenon in such operations. Therefore, neurological sequelae of these events need to be explored. The case was a 24-year-old male complaining of local back pain. Initially, he was diagnosed with LSS at L4 and L5. After the fusion of the vertebrae by the posterior spinal fusion (PSF) method, the patient's pain was resolved. However, the subject complained of worsening local back pain limiting his ability to do routine tasks. A few years later, radiographical evaluations indicated the possible presence of a surgical tool that could not be removed via surgery. During a third operation, the object was removed, and the patient's symptoms recovered. Immediate removal of entrapped surgical objects is necessary due to risks associated with migration and central nervous system damage. Comparing our results to other similar reports, we conclude that in cases of foreign object entrapment, neurological sequelae may be nonexistent or progressively worsen. Also, sequelae emerge either soon after the operation or emerge later. This complicates the diagnosis of such events and the decision of whether to subject the patient to additional neurosurgical operations to remove the tool. These variations may be observed due to the moving of the entrapped tool. Follow-up of neurological sequelae in spinal surgery patients is recommended.

8.
Clin Biochem ; 121-122: 110684, 2023 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-37944628

RESUMO

Sudden sensorineural hearing loss (SSNHL) is defined as hearing loss of more than 30 dB in less than 72 h. SSNHL is a frequent complaint and an emergency in otolaryngology. Various biomarkers have been used to determine the prognosis of SSNHL. This systematic review and meta-analysis aims to evaluate the relationship between the different biomarkers and the prognosis of SSNHL. We searched English-language literature up to October 2022 in four databases, including PubMed, Google Scholar, Cochrane, and Science Direct. This search was conducted in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) statement. This study was reported in the International Prospective Register of Systematic Reviews (PROSPERO) database (ID = CRD42022369538). All studies examining the role of neutrophil to lymphocyte ratio (NLR) concluded that higher NLR is associated with a worse prognosis. The results of studies regarding the relationship between platelet to lymphocyte ratio (PLR) and tumor necrosis factor (TNF) are controversial. Other factors shown to be associated with SSNHL include Glycated hemoglobin (HbA1C), blood glucose, iron levels, serum endocan, salusin-beta, and bone turnover biomarkers. This meta-analysis showed that PLR, NLR, and neutrophils were significantly different between recovered and non-recovered patients. PLR, NLR, and neutrophil count are reliable tools to assess the prognosis of patients with SSNHL.


Assuntos
Perda Auditiva Neurossensorial , Perda Auditiva Súbita , Humanos , Biomarcadores , Perda Auditiva Neurossensorial/diagnóstico , Perda Auditiva Súbita/diagnóstico , Linfócitos , Neutrófilos , Prognóstico
9.
Neurosurgery ; 2023 Nov 16.
Artigo em Inglês | MEDLINE | ID: mdl-37971223

RESUMO

BACKGROUND AND OBJECTIVES: No study has evaluated the efficacy of using preoperative antiseptic dressings in reducing the rate of surgical site infection (SSI) in spine surgery thus far. To investigate the efficacy of the use of preoperative povidone-iodine-impregnated antiseptic dressings in patients undergoing instrumented posterolateral lumbar spinal fusion. METHODS: This was a randomized, nonblinded, active-controlled, parallel-group clinical trial. Patients were randomly assigned to the 2 study groups, including treatment and control. Patients in the treatment group received povidone-iodine-impregnated antiseptic dressing applied to the anticipated incision site 12 hours before the operation. The control group merely received the standard perioperative care with no additional intervention or placebo. Patients were followed up for 90 days, and SSIs were recorded. RESULTS: A total of 200 patients were included in this study (100 in each arm). Three cases of SSI were observed in the treatment group compared with 12 in the control one. A significant reduction in the postoperative rate of SSI was observed in the treatment group compared with the control one (P = .029). In addition to study intervention (P = .029), body mass index (P = .005), smoking status (P = .005), duration of the procedure (P = .003), American Society of Anesthesiologists class (P = .002), and diabetes mellitus (P < .001) were significantly associated with the postoperative rate of SSI. CONCLUSION: To the best of our knowledge, this study for the first time showed that preoperative use of antiseptic dressings is significantly effective in reducing the rate of SSI in instrumented posterior lumbar spinal fusion surgery. Future studies are warranted to evaluate the efficacy of different preparations or the effectiveness of the present one in patients undergoing spine procedures with other surgical characteristics.

10.
Front Surg ; 10: 1241923, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37693641

RESUMO

Neurosurgical practitioners undergo extensive and prolonged training to acquire diverse technical proficiencies, while neurosurgical procedures necessitate a substantial amount of pre-, post-, and intraoperative clinical data acquisition, making decisions, attention, and convalescence. The past decade witnessed an appreciable escalation in the significance of artificial intelligence (AI) in neurosurgery. AI holds significant potential in neurosurgery as it supplements the abilities of neurosurgeons to offer optimal interventional and non-interventional care to patients by improving prognostic and diagnostic outcomes in clinical therapy and assisting neurosurgeons in making decisions while surgical interventions to enhance patient outcomes. Other technologies including augmented reality, robotics, and virtual reality can assist and promote neurosurgical methods as well. Moreover, they play a significant role in generating, processing, as well as storing experimental and clinical data. Also, the usage of these technologies in neurosurgery is able to curtail the number of costs linked with surgical care and extend high-quality health care to a wider populace. This narrative review aims to integrate the results of articles that elucidate the role of the aforementioned technologies in neurosurgery.

11.
Soc Neurosci ; 18(5): 292-296, 2023 12.
Artigo em Inglês | MEDLINE | ID: mdl-37534859

RESUMO

Today, with the development of neuroscience and the discovery of new secrets of the brain, the social sciences, including law, have made significant progress with the help of new findings in this science. One of the significant applications of neuroscience in modern criminal law is the explanation of the neurological dimensions of human free will, which in addition to creating a profound and scientific approach to the definition of this important element of criminal responsibility, can help ascertain the loss of free will causes. To this end, the present study is an attempt to answer this question in the context of the Iranian criminal justice system: What are the core causes of the loss of free will from the perspective of neurolaw? The paper strives to take an appropriate step toward the development of criminal justice. In this study, we found that mental disorders, coercion, drunkenness, somnambulism, and error are the core causes that can be assessed in particular ways using EEG and fMRI techniques, however, each with limitations.


Assuntos
Criminosos , Transtornos Mentais , Humanos , Direito Penal , Irã (Geográfico) , Autonomia Pessoal
12.
World Neurosurg ; 178: 87-92, 2023 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-37429378

RESUMO

BACKGROUND: Patients with glioblastoma multiforme (GBM) and other patients with cancer are at a greater risk of developing severe complications as a result of coronavirus disease 2019 (COVID-19) infection. Therefore, it is crucial to adjust therapeutic approaches to reduce exposure and complications and achieve the most appropriate treatment outcomes. OBJECTIVE: Our goal was to help physicians to make decisions based on the latest data in the literature. METHOD: We provide a comprehensive review of the literature on the current issues of GBM and COVID-19 infection. RESULTS: The mortality of patients with diffuse glioma as a result of COVID-19 infection was 39%, which is higher than in the general population. The statistics showed that 84.5% of patients with diagnosed brain cancer (mostly GBM) and 89.9% of their caregivers received COVID-19 vaccines. The decision to apply different therapeutic approaches must be made individually based on age, tumor grade, molecular profile, and performance status. The advantages and disadvantages of adjuvant radiotherapy and chemotherapy after the surgery should be evaluated carefully. In the setting of the follow-up period, special considerations must be considered to minimize COVID-19 exposure. CONCLUSIONS: The pandemic altered medical approaches worldwide, and the management of patients in an immunocompromised state, such as patients with GBM, is challenging; therefore, special considerations must be considered.

13.
J Transl Med ; 21(1): 350, 2023 05 27.
Artigo em Inglês | MEDLINE | ID: mdl-37245011

RESUMO

BACKGROUND: Glioblastoma multiforme (GBM) is associated with remarkably poor prognosis, and its treatment is challenging. This investigation aimed to evaluate the safety of suicide gene therapy using allogeneic adipose tissue-derived mesenchymal stem cells (ADSCs) carrying herpes simplex virus-thymidine kinase (HSV-TK) gene for the first time in patients with recurrent GBM. METHODS: This study was a first-in-human, open-label, single-arm, phase I clinical trial with a classic 3 + 3 dose escalation design. Patients who did not undergo surgery for their recurrence were included and received this gene therapy protocol. Patients received the intratumoral stereotactic injection of ADSCs according to the assigned dose followed by prodrug administration for 14 days. The first dosing cohort (n = 3) received 2.5 × 105 ADSCs; the second dosing cohort (n = 3) received 5 × 105 ADSCs; the third dosing cohort (n = 6) received 10 × 105 ADSCs. The primary outcome measure was the safety profile of the intervention. RESULTS: A total of 12 patients with recurrent GBM were recruited. The median follow-up was 16 (IQR, 14-18.5) months. This gene therapy protocol was safe and well tolerated. During the study period, eleven (91.7%) patients showed tumor progression, and nine (75.0%) died. The median overall survival (OS) was 16.0 months (95% CI 14.3-17.7) and the median progression-free survival (PFS) was 11.0 months (95% CI 8.3-13.7). A total of 8 and 4 patients showed partial response and stable disease, respectively. Moreover, significant changes were observed in volumetric analysis, peripheral blood cell counts, and cytokine profile. CONCLUSIONS: The present clinical trial, for the first time, showed that suicide gene therapy using allogeneic ADSCs carrying the HSV-TK gene is safe in patients with recurrent GBM. Future phase II/III clinical trials with multiple arms are warranted to validate our findings and further investigate the efficacy of this protocol compared with standard therapy alone. TRIAL REGISTRATION: Iranian Registry of Clinical Trials (IRCT), IRCT20200502047277N2. Registered 8 October 2020, https://www.irct.ir/ .


Assuntos
Neoplasias Encefálicas , Glioblastoma , Transplante de Células-Tronco Hematopoéticas , Humanos , Glioblastoma/genética , Glioblastoma/terapia , Irã (Geográfico) , Neoplasias Encefálicas/genética , Neoplasias Encefálicas/terapia , Neoplasias Encefálicas/patologia , Recidiva Local de Neoplasia/terapia , Recidiva Local de Neoplasia/patologia , Terapia Genética/métodos
14.
Clin Case Rep ; 11(5): e7244, 2023 May.
Artigo em Inglês | MEDLINE | ID: mdl-37143458

RESUMO

The spinal hydatid cyst is a benign pathology but has considerable morbidity. It should be considered as a differential diagnosis in patients having signs and symptoms of spinal compression, particularly in endemic areas.

15.
Front Neurol ; 14: 1060180, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37034076

RESUMO

Introduction: The prognosis for glioblastoma multiforme (GBM), a malignant brain tumor, is poor despite recent advancements in treatments. Suicide gene therapy is a therapeutic strategy for cancer that requires a gene to encode a prodrug-activating enzyme which is then transduced into a vector, such as mesenchymal stem cells (MSCs). The vector is then injected into the tumor tissue and exerts its antitumor effects. Case presentation: A 37-year-old man presented to our department with two evident foci of glioblastoma multiforme at the left frontal and left parietal lobes. The patient received an injection of bone marrow-derived MSCs delivering the herpes simplex virus thymidine kinase (HSV-tk) gene to the frontal focus of the tumor, followed by ganciclovir administration as a prodrug for 14 days. For follow-up, the patient was periodically assessed using magnetic resonance imaging (MRI). The growth and recurrence patterns of the foci were assessed. After the injection on 09 February 2019, the patient's follow-up appointment on 19 December 2019 MRI revealed a recurrence of parietal focus. However, the frontal focus had a slight and unremarkable enhancement. On the last follow-up (18 March 2020), the left frontal focus had no prominent recurrence; however, the size of the left parietal focus increased and extended to the contralateral hemisphere through the corpus callosum. Eventually, the patient passed away on 16 July 2020 (progression-free survival (PFS) = 293 days, overall survival (OS) = 513 days). Conclusion: The gliomatous focus (frontal) treated with bone marrow-derived MSCs carrying the HSV-TK gene had a different pattern of growth and recurrence compared with the non-treated one (parietal). Trial registration: IRCT20200502047277N2. Registered 10 May 2020-Retrospectively registered, https://eng.irct.ir/trial/48110.

16.
Front Artif Intell ; 6: 1100112, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-36872932

RESUMO

Introduction: The Coronavirus disease 2019 (COVID-19) pandemic has caused irreparable damage to the world. In order to prevent the spread of pathogenicity, it is necessary to identify infected people for quarantine and treatment. The use of artificial intelligence and data mining approaches can lead to prevention and reduction of treatment costs. The purpose of this study is to create data mining models in order to diagnose people with the disease of COVID-19 through the sound of coughing. Method: In this research, Supervised Learning classification algorithms have been used, which include Support Vector Machine (SVM), random forest, and Artificial Neural Networks, that based on the standard "Fully Connected" neural network, Convolutional Neural Networks (CNN) and Long Short-Term Memory (LSTM) recurrent neural networks have been established. The data used in this research was from the online site sorfeh.com/sendcough/en, which has data collected during the spread of COVID-19. Result: With the data we have collected (about 40,000 people) in different networks, we have reached acceptable accuracies. Conclusion: These findings show the reliability of this method for using and developing a tool as a screening and early diagnosis of people with COVID-19. This method can also be used with simple artificial intelligence networks so that acceptable results can be expected. Based on the findings, the average accuracy was 83% and the best model was 95%.

17.
Hosp Pract (1995) ; 51(2): 101-106, 2023 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-36882330

RESUMO

OBJECTIVES: Defensive medicine (DM) is the deviation of a physician from normal behavior or what is a good practice and is aimed at reducing or avoiding the risk of legal litigation from patients or their families. Therefore, this study aimed to determine DM-related behaviors and associated risk factors among Iranian surgeons. METHODS: In this cross-sectional study, 235 surgeons were selected using convenience sampling. The data gathering tool was a researcher-made questionnaire confirmed as a reliable and valid tool. Factors associated with DM-related behaviors were identified using logistic regression analysis. RESULTS: DM-related behaviors ranged from 14.9% to 88.9%. The most common positive DM-related behaviors, including unnecessary biopsy (78.7%), imaging and laboratory tests (72.4% and 70.6%), and refusing high-risk patients (61.7%), was the most common negative DM-related behavior. The likelihood of DM-related behaviors was more in younger and less experienced surgeons. Other variables, such as gender, specialty, and lawsuit history, positively affected some DM-related behaviors (p < 0.05). CONCLUSION: This study showed that the proportion of surgeons who frequently performed DM-related behaviors was higher than those who rarely performed it. Therefore, strategies including reforming the rules and regulations for medical errors and litigations, developing and implementing medical guidelines and evidence-based medicine, and improving the medical liability insurance system can reduce DM-related behaviors.


Assuntos
Medicina Defensiva , Cirurgiões , Humanos , Irã (Geográfico) , Estudos Transversais , Seguro de Responsabilidade Civil
18.
Psychiatr Psychol Law ; 30(2): 144-160, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-36950188

RESUMO

After reaching the age of criminal responsibility, children are deemed capable of having committed criminal offenses. In this regard, the level of criminal responsibility depends on cognitive development and the type of offense committed. Cognitive development is a process of the growth of perception, thinking and reasoning in children. This concept is frequently referred to in cognitive neuroscience literature. Recently, the U.S. Supreme Court's decision in Roper v Simmons has substantially changed attitudes toward juvenile delinquency, considering the fact that cognitive development continues until early adulthood. The present study attempts to scrutinize this case and explain cognitive development by its factors from an interdisciplinary perspective, combining methods and theories from neuroscience and criminal law.

19.
Heliyon ; 9(1): e12753, 2023 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-36597482

RESUMO

Background: Misconceptions about adverse side effects are thought to influence public acceptance of the Coronavirus disease 2019 (COVID-19) vaccines negatively. To address such perceived disadvantages of vaccines, a novel machine learning (ML) approach was designed to generate personalized predictions of the most common adverse side effects following injection of six different COVID-19 vaccines based on personal and health-related characteristics. Methods: Prospective data of adverse side effects following COVID-19 vaccination in 19943 participants from Iran and Switzerland was utilized. Six vaccines were studied: The AZD1222, Sputnik V, BBIBP-CorV, COVAXIN, BNT162b2, and the mRNA-1273 vaccine. The eight side effects were considered as the model output: fever, fatigue, headache, nausea, chills, joint pain, muscle pain, and injection site reactions. The total input parameters for the first and second dose predictions were 46 and 54 features, respectively, including age, gender, lifestyle variables, and medical history. The performances of multiple ML models were compared using Area Under the Receiver Operating Characteristic Curve (ROC-AUC). Results: The total number of people receiving the first dose of the AZD1222, Sputnik V, BBIBP-CorV, COVAXIN, BNT162b2, and mRNA-1273 were 6022, 7290, 5279, 802, 277, and 273, respectively. For the second dose, the numbers were 2851, 5587, 3841, 599, 242 and 228. The Logistic Regression model for predicting different side effects of the first dose achieved ROC-AUCs of 0.620-0.686, 0.685-0.716, 0.632-0.727, 0.527-0.598, 0.548-0.655, 0.545-0.712 for the AZD1222, Sputnik V, BBIBP-CorV, COVAXIN, BNT162b2 and mRNA-1273 vaccines, respectively. The second dose models yielded ROC-AUCs of 0.777-0.867, 0.795-0.848, 0.857-0.906, 0.788-0.875, 0.683-0.850, and 0.486-0.680, respectively. Conclusions: Using a large cohort of recipients vaccinated with COVID-19 vaccines, a novel and personalized strategy was established to predict the occurrence of the most common adverse side effects with high accuracy. This technique can serve as a tool to inform COVID-19 vaccine selection and generate personalized factsheets to curb concerns about adverse side effects.

20.
World Neurosurg ; 170: e806-e816, 2023 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-36460198

RESUMO

BACKGROUND: Despite the abundant literature on the use of selective dorsal rhizotomy (SDR) in spastic cerebral palsy, no investigation has evaluated its use in adult patients with chronic spinal cord injury (SCI)-induced spasticity. The present investigation aimed to evaluate the safety and potential efficacy of SDR in chronic SCI-induced spasticity for the first time. METHODS: In this open-label, single-arm, non-randomized clinical trial, all patients were assigned to the single study intervention arm and underwent SDR. The primary outcome measure was the safety profile of SDR. Secondary outcome measures were Modified Ashworth Scale, Penn Spasm Frequency Scale, visual analog scale for spasticity, Spinal Cord Injury Spasticity Tool, Spinal Cord Independence measure version III, and Short Form 36 Health Survey Questionnaire. RESULTS: Six patients with cervical SCI and 4 with thoracic SCI were allocated to the single study intervention arm. No adverse event attributable to the SDR was found. Moreover, all secondary outcome measures of the study improved significantly over the study period (P < 0.001). Multiple regression analysis also found a significant association between level of injury and changes in average Modified Ashworth Scale scores (P = 0.041), Spinal Cord Injury Spasticity Tool score (P = 0.013), and Spinal Cord Independence measure version III total (P = 0.002) and mobility domain scores (P = 0.004) at 12-month postoperatively. CONCLUSIONS: This clinical trial indicated that SDR is a safe and potentially effective procedure in patients with severe and intractable SCI-induced spasticity. However, future clinical trials with larger sample sizes and adequate power are required to validate our findings regarding efficacy.


Assuntos
Paralisia Cerebral , Traumatismos da Medula Espinal , Humanos , Adulto , Rizotomia/métodos , Espasticidade Muscular/etiologia , Espasticidade Muscular/cirurgia , Espasticidade Muscular/tratamento farmacológico , Traumatismos da Medula Espinal/complicações , Traumatismos da Medula Espinal/cirurgia , Paralisia Cerebral/complicações , Paralisia Cerebral/cirurgia , Resultado do Tratamento
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