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1.
Chemistry ; 29(71): e202301708, 2023 Dec 19.
Artigo em Inglês | MEDLINE | ID: mdl-37740618

RESUMO

Carbon nanostructures (CNSs) are attractive components to attain nanocomposites, yet their hydrophobic nature and strong tendency to aggregate often limit their use in aqueous conditions and negatively impact their properties. In this work, carbon nanohorns (CNHs), multi-walled carbon nanotubes (CNTs), and graphene (G) are first oxidized, and then reacted to covalently anchor the self-assembling tripeptide L-Leu-D-Phe-D-Phe to improve their dispersibility in phosphate buffer, and favor the formation of hydrogels formed by the self-organizing L-Leu-D-Phe-D-Phe present in solution. The obtained nanocomposites are then characterized by transmission electron microscopy (TEM), oscillatory rheology, and conductivity measurements to gain useful insights as to the key factors that determine self-healing ability for the future design of this type of nanocomposites.

2.
Europace ; 24(11): 1788-1799, 2022 11 22.
Artigo em Inglês | MEDLINE | ID: mdl-35851611

RESUMO

AIMS: To determine the spectral dynamics of early spontaneous polymorphic ventricular tachycardia and ventricular fibrillation (PVT/VF) in humans. METHODS AND RESULTS: Fifty-eight self-terminated and 173 shock-terminated episodes of spontaneously initiated PVT/VF recorded by Medtronic implanted cardiac defibrillators (ICDs) in 87 patients with various cardiac pathologies were analyzed by short fast Fourier transform of shifting segments to determine the dynamics of dominant frequency (DF) and regularity index (RI). The progression in the intensity of DF and RI accumulations further quantified the time course of spectral characteristics of the episodes. Episodes of self-terminated PVT/VF lasted 8.6 s [95% confidence interval (CI): 8.1-9.1] and shock-terminated lasted 13.9 s (13.6-14.3) (P < 0.001). Recordings from patients with primarily electrical pathologies displayed higher DF and RI values than those from patients with primarily structural pathologies (P < 0.05) independently of ventricular function or antiarrhythmic drug therapy. Regardless of the underlying pathology, the average DF and RI intensities were lower in self-terminated than shock-terminated episodes [DF: 3.67 (4.04-4.58) vs. 4.32 (3.46-3.93) Hz, P < 0.001; RI: 0.53 (0.48-0.56) vs. 0.63 (0.60-0.65), P < 0.001]. In a multivariate analysis controlled by the type of pathology and clinical variables, regularity remained an independent predictor of self-termination [hazard ratio: 0.954 (0.928-0.980)]. Receiver operating characteristic (ROC) curve analysis of DF and RI intensities demonstrated increased predictability for self-termination in time with 95% CI above the 0.5 cut-off limit at about t = 8.6 s and t = 6.95 s, respectively. CONCLUSION: Consistent with the notion that fast organized sources maintain PVT/VF in humans, reduction of frequency and regularity correlates with early self-termination. Our findings might help generate ICD methods aiming to reduce inappropriate shock deliveries.


Assuntos
Desfibriladores Implantáveis , Taquicardia Ventricular , Humanos , Taquicardia Ventricular/diagnóstico , Taquicardia Ventricular/terapia , Arritmias Cardíacas , Fibrilação Ventricular/diagnóstico , Fibrilação Ventricular/terapia
3.
Rheumatology (Oxford) ; 61(1): 249-257, 2021 12 24.
Artigo em Inglês | MEDLINE | ID: mdl-33769455

RESUMO

OBJECTIVE: To compare the influence of aPLs on global and cardiovascular damage in patients with SLE diagnosed before and after the year 2000. METHODS: Two hundred and eighty-six patients from the Lupus-Cruces cohort with a minimum follow-up of 5 years were divided into two subcohorts according to the date of diagnosis, before 2000 (less than 2000) and from 2000 on (2000 or more). We compared the mean Systemic Lupus Erythematosus International Collaborating Clinics-American College of Rheumatology (SLICC-ACR) Damage Index score and global and cardiovascular damage-free survival rates in the presence or absence of aPL in both subcohorts. Variables potentially modulating damage among aPL-positive patients were analysed. RESULTS: The subcohorts were comparable for demographic and lupus-related variables except for treatment variables: the 2000 or more subcohort received lower doses of prednisone and more HCQ, low-dose aspirin, statins, immunosuppressive agents and vitamin D. aPL-positive patients in the less than 2000, but not in the 2000 or more subcohort, accrued more damage compared with aPL-negative patients. In the less than 2000 subcohort, the adjusted hazard ratios (HRs) for global and cardiovascular damage in aPL-positive vs aPL-negative patients were 1.98 (95% CI 1.24, 3.14) and 9.3 (95% CI 3.24, 26.92), respectively. No differences in damage were seen between aPL-positive and aPL-negative patients in the 2000 or more subcohort. Hypertension (HR = 4.64, 95% CI 1.33, 16.19), LA (HR = 3.85, 95% CI 1.1, 13.41) and the number of months on HCQ (HR = 0.97, 95% CI 0.95, 0.99) were independent predictors of vascular damage in the combined analysis of all aPL-positive patients. CONCLUSION: The effects of aPL on damage accrual in SLE patients have been reduced over recent years. The widespread use of HCQ and a better thromboprophylaxis are likely causing this change.


Assuntos
Anticorpos Antifosfolipídeos/imunologia , Lúpus Eritematoso Sistêmico/imunologia , Lúpus Eritematoso Sistêmico/terapia , Adulto , Estudos de Coortes , Intervalo Livre de Doença , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Valor Preditivo dos Testes
4.
Clin Chem Lab Med ; 59(6): 1077-1085, 2021 05 26.
Artigo em Inglês | MEDLINE | ID: mdl-33581001

RESUMO

OBJECTIVES: Studies of cardiovascular function in pregnancy have shown inconsistent and, in some cases, contradictory results, particularly regarding cardiac output. While some studies report preeclampsia associated with high cardiac output, other studies suggest that preeclampsia should be further subdivided into women with high or low cardiac output. This study was conducted to examine the NT-proBNP levels in preeclampsia, intrauterine growth restriction, and hypertensive pregnancies without preeclampsia. We also examined N-terminal pro-B natriuretic peptide (NT-proBNP) levels three to four months after delivery, in preeclamptic women as well as the prediction of delivery within 10 days. In a reduced number of preeclamptic women and controls we performed echocardiograms to study their diastolic function. METHODS: We investigated the NT-proBNP levels in 213 subjects with preeclampsia only, 73 with intrauterine growth restriction, 44 with preeclampsia and intrauterine growth restriction, 211 who were hypertensive and 662 unaffected pregnancies (controls). We also performed echocardiograms on 36 preeclampsia and 19 controls before delivery and three to five months after delivery. RESULTS: NT-proBNP levels are higher in early onset preeclampsia than in late onset preeclampsia. Intrauterine growth restriction pregnancies showed a NT-proBNP levels similar to hypertensive and unaffected pregnancies. Compared with healthy pregnancies, women with preterm preeclampsia (<37 gestational weeks) had altered left atrial segments. CONCLUSIONS: We observed that NT-proBNP levels are higher in early onset preeclampsia than in late onset. Moreover, diastolic dysfunction is higher in early onset than in late-onset term preeclampsia. An NT-proBNP value >136 pg/mL has a high positive predictive value for an imminent delivery within 10 days.


Assuntos
Hipertensão , Pré-Eclâmpsia , Biomarcadores , Feminino , Retardo do Crescimento Fetal , Humanos , Recém-Nascido , Peptídeo Natriurético Encefálico , Fragmentos de Peptídeos , Pré-Eclâmpsia/diagnóstico , Gravidez
5.
Curr Opin Rheumatol ; 32(6): 572-582, 2020 11.
Artigo em Inglês | MEDLINE | ID: mdl-32890029

RESUMO

PURPOSE OF REVIEW: The purpose of this review is highlighting the most recent evidence on the clinical efficacy and toxicity of antimalarials in systemic lupus erythematosus (SLE). RECENT FINDINGS: New data confirm the effects of antimalarials in preventing SLE activity, damage and infections and in decreasing mortality. An important reduction in use of health resources is related to continued antimalarial use. Hydroxychloroquine (HCQ) may prevent preeclampsia in pregnant women with SLE. HCQ ocular toxicity is infrequent and could be associated with blood levels. Gastrointestinal and skin toxicity are underrecognized and could influence adherence. Prolongation of QT interval is extremely unusual with HCQ. Doses of HCQ of 200 mg/day seem to offer a good efficacy/toxicity balance. HCQ protection against herpes zoster and Pneumocystis jirovecii infection has been shown. On the contrary, HCQ prescription by doctors and adherence by patients are both under recommended standards. The recent coronavirus disease 2019 pandemic has resulted in a significant shortage of HCQ in many countries with possible consequences in the correct treatment of lupus patients. SUMMARY: Recent evidence reinforces the central role of HCQ in SLE therapy. The reduction in activity, damage accrual and mortality is consistent across studies, countries and ethnical groups. On the contrary, and despite the well established beneficial effects of prolonged regular HCQ therapy, many SLE patients do never take this drug or it is eventually stopped in the setting of severe flares, pregnancy or presumed toxicity. Every effort must be made to assure the correct prescription of HCQ and not to withdraw the drug unless unequivocal signs of toxicity are present.


Assuntos
Antimaláricos/uso terapêutico , Betacoronavirus , Infecções por Coronavirus/epidemiologia , Lúpus Eritematoso Sistêmico/tratamento farmacológico , Pandemias , Pneumonia Viral/epidemiologia , COVID-19 , Comorbidade , Infecções por Coronavirus/tratamento farmacológico , Feminino , Humanos , Lúpus Eritematoso Sistêmico/epidemiologia , Pneumonia Viral/tratamento farmacológico , SARS-CoV-2 , Resultado do Tratamento
6.
Angew Chem Int Ed Engl ; 58(24): 7982-7986, 2019 06 11.
Artigo em Inglês | MEDLINE | ID: mdl-30921499

RESUMO

An unreported d,l-tripeptide self-assembled into gels that embedded FeII4 L4 metal-organic cages to form materials that were characterized by TEM, EDX, Raman spectroscopy, rheometry, UV/Vis and NMR spectroscopy, and circular dichroism. The cage type and concentration modulated gel viscoelasticity, and thus the diffusion rate of molecular guests through the nanostructured matrix, as gauged by 19 F and 1 H NMR spectroscopy. When two different cages were added to spatially separated gel layers, the gel-cage composite material enabled the spatial segregation of a mixture of guests that diffused into the gel. Each cage selectively encapsulated its preferred guest during diffusion. We thus present a new strategy for using nested supramolecular interactions to enable the separation of small molecules.

7.
Pacing Clin Electrophysiol ; 41(9): 1165-1170, 2018 09.
Artigo em Inglês | MEDLINE | ID: mdl-29894002

RESUMO

BACKGROUND AND OBJECTIVES: Early failure of Biotronik Linox and Linox Smart leads (Biotronik, Berlin, Germany) has been reported in numerous recent publications. The aim of this study was to assess the performance of this lead compared with that of two other contemporary leads. METHODS: We conducted an ambispective study of all consecutive first implantations of defibrillator leads carried out in our center: Endotak (model 148, 158, Boston Scientific, Marlborough, MA, USA) (n = 173), Sprint Quattro (model 6644, 6947, Medtronic, Dublin, Ireland) (n = 145), and Linox Smart (Biotronik, model SD 65/16) (n = 120). RESULTS: During a median follow-up of 4.6 ± 2.1 years, failure occurred in nine Linox Smart (7.5%), one Endotak Reliance (0.6%), and no Sprint Quattro leads. The survival probability of the Linox Smart group was significantly lower than that of the Endotak and Sprint Quattro groups measured by the log-rank test (Linox vs Endotak; P < 0.001 and Linox vs Sprint Quattro; P < 0.001). Nonphysiological signals not due to external interference were observed in all Linox Smart leads, with normal parameters and without visible anomalies on chest x-ray. CONCLUSIONS: In this single-center experience, the survival rate of Linox Smart leads was 88% at 5 years of follow-up, which was significantly lower than that of the other leads. Comprehensive vigilance of Linox Smart leads, including home monitoring, may be advisable to facilitate early detection of lead failure and avoid inappropriate shocks.


Assuntos
Desfibriladores Implantáveis/efeitos adversos , Eletrodos Implantados/efeitos adversos , Análise de Falha de Equipamento , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos
8.
Sensors (Basel) ; 18(2)2018 Feb 12.
Artigo em Inglês | MEDLINE | ID: mdl-29439530

RESUMO

BACKGROUND: Fragmentation and delayed potentials in the QRS signal of patients have been postulated as risk markers for Sudden Cardiac Death (SCD). The analysis of the high-frequency spectral content may be useful for quantification. METHODS: Forty-two consecutive patients with prior history of SCD or malignant arrhythmias (patients) where compared with 120 healthy individuals (controls). The QRS complexes were extracted with a modified Pan-Tompkins algorithm and processed with the Continuous Wavelet Transform to analyze the high-frequency content (85-130 Hz). RESULTS: Overall, the power of the high-frequency content was higher in patients compared with controls (170.9 vs. 47.3 10³nV²Hz-1; p = 0.007), with a prolonged time to reach the maximal power (68.9 vs. 64.8 ms; p = 0.002). An analysis of the signal intensity (instantaneous average of cumulative power), revealed a distinct function between patients and controls. The total intensity was higher in patients compared with controls (137.1 vs. 39 10³nV²Hz-1s-1; p = 0.001) and the time to reach the maximal intensity was also prolonged (88.7 vs. 82.1 ms; p < 0.001). DISCUSSION: The high-frequency content of the QRS complexes was distinct between patients at risk of SCD and healthy controls. The wavelet transform is an efficient tool for spectral analysis of the QRS complexes that may contribute to stratification of risk.


Assuntos
Análise de Ondaletas , Arritmias Cardíacas , Morte Súbita Cardíaca , Eletrocardiografia , Humanos
9.
Anal Chem ; 88(24): 12043-12050, 2016 12 20.
Artigo em Inglês | MEDLINE | ID: mdl-27935275

RESUMO

Graphitized carbon black (GCB) has been employed for extraction of several classes of analytes, due to the large surface area and the unique chemistry of its surface groups that allows for extracting a wide range of analytes, including polar, acidic compounds. Despite the fact that structurally related materials, such as graphene, found application as hybrid-components in phosphoproteomics, surprisingly, GCB has never been used for the selective enrichment of phosphopeptides. For this purpose, in the present work we used GCB to prepare a magnetic composite with TiO2 (mGCB@TiO2) that was then applied to yeast total extracts. We exploited the high surface area provided by nanostructures, the presence of nano-TiO2 for selective binding of phosphopeptides, and the magnetic responsiveness of magnetite for solid-phase separation. The material was extensively characterized at each modification step by transmission electron microscopy, Fourier-transformed infrared spectroscopy, thermogravimetric analysis, Raman spectroscopy, and porosimetry. Next, the new system was applied for the enrichment of casein phosphopeptides from a simulated tryptic digest with bovine serum albumin (BSA:casein, 100:1). Finally, after assessing the potential applicability, the composite was employed for enriching phosphopeptides from yeast protein digests. This allowed us not only to optimize the enrichment protocol but also to fully compare its performance to commercial TiO2 spin columns. To achieve this aim, the optimized enrichment protocol was included in a typical shotgun proteomics analytical workflow based on nanoHPLC-MS/MS analysis.


Assuntos
Magnetismo , Fosfopeptídeos/análise , Proteômica , Fuligem/química , Titânio/química , Animais , Bovinos , Cromatografia Líquida de Alta Pressão , Grafite/química , Nanoestruturas/química , Fosfopeptídeos/isolamento & purificação , Soroalbumina Bovina/química , Soroalbumina Bovina/metabolismo , Extração em Fase Sólida , Espectrometria de Massas por Ionização e Dessorção a Laser Assistida por Matriz
10.
Chemistry ; 22(33): 11643-51, 2016 Aug 08.
Artigo em Inglês | MEDLINE | ID: mdl-27404562

RESUMO

Promising materials have been designed and fully characterised by an effective interaction between versatile platforms such as carbon nanohorns (CNHs) and conjugated molecules based on thiophene derivatives. Easy and non-aggressive methods have been described for the synthesis and purification of the final systems. Oligothiophenephenylvinylene (OTP) systems with different geometries and electron density are coupled to the CNHs. A wide range of characterization techniques have been used to confirm the effective interaction between the donor (OTP) and the acceptor (CNH) systems. These hybrid materials show potential for integration into solar cell devices. Importantly, surface-enhanced Raman spectroscopy (SERS) effects are observed without the presence of any metal surface in the system. Theoretical calculations have been performed to study the optimised geometries of the noncovalent interaction between the surface and the organic molecule. The calculations allow information on the monoelectronic energies of HOMO-LUMO orbitals and band gap of different donor systems to be extracted.

14.
Mediterr J Rheumatol ; 35(Suppl 2): 342-353, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-39193186

RESUMO

Glucocorticoids (GCs) are one of the most effective first-line treatments for systemic lupus erythematosus (SLE). However, GC burden is associated with damage. The initial GC dose and tapering schedule should be tailored to the severity of the clinical scenario. As lupus therapy should prompt remission while minimising damage, recent guidelines recommend a more accurate approach to the use of GCs, setting lower starting doses and rapid tapering schemes, and encouraging maintenance prednisolone doses <5 mg/day. Methylprednisolone pulses (MP) help to reduce the dose of oral GCs and improve the clinical response in both severe and non-severe manifestations, without significant side effects. Fixed-tapering GC scheme provides a useful strategy to reduce GCs exposure. Long-term antimalarial treatment and early initiation of immunosuppressive drugs improve clinical efficacy while reducing GC toxicity. Besides, withdrawal of GCs is an achievable goal in patients in prolonged remission on stable treatment, and recent studies have attempted to identify the most suitable candidates. In this article, we review the pharmacological basis, clinical evidence of efficacy, dose-related harms, and potential withdrawal of GCs. We also review guidelines recommendations and finally give a personal and practical approach to dealing with the use of GCs in SLE patients.

15.
Med Clin (Barc) ; 163 Suppl 1: S22-S30, 2024 08.
Artigo em Inglês, Espanhol | MEDLINE | ID: mdl-39174150

RESUMO

Thrombotic manifestations, mainly venous thromboembolism (VTE) and stroke, are the most common and potentially life-threatening presentations of antiphospholipid syndrome (APS). The management of APS requires the assessment of the antiphospholipid antibodies (aPL) profile, of concurrent systemic lupus erythematosus or other systemic autoimmune diseases and the presence of risk factors for cardiovascular disease and bleeding. Anticoagulation with vitamin K antagonists (VKA) remains the cornerstone of therapy for thrombotic APS. As platelets play a central role in APS, low-dose aspirin is the first option for primary thromboprophylaxis in asymptomatic aPL carriers, and also plays a role as combination therapy with VKAs in arterial thrombosis. Treatment with direct oral anticoagulants (DOACs) could be considered in certain low-risk situations, although they are not recommended in patients with arterial thrombosis or triple positive aPL. Adjuvant therapies such as hydroxychloroquine and statins may be useful in complex settings such as thrombotic recurrences or high risk of bleeding. In this article, we review the evidence and the recommendations of the guidelines for the treatment of APS, and provide a critical and practical approach of its management from our clinical perspective.


Assuntos
Anticoagulantes , Síndrome Antifosfolipídica , Guias de Prática Clínica como Assunto , Síndrome Antifosfolipídica/complicações , Síndrome Antifosfolipídica/diagnóstico , Síndrome Antifosfolipídica/tratamento farmacológico , Humanos , Anticoagulantes/uso terapêutico , Trombose/etiologia , Trombose/prevenção & controle , Tromboembolia Venosa/etiologia , Tromboembolia Venosa/prevenção & controle , Anticorpos Antifosfolipídeos/sangue , Inibidores de Hidroximetilglutaril-CoA Redutases/uso terapêutico , Fatores de Risco
16.
Expert Rev Clin Immunol ; 20(4): 359-373, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38112074

RESUMO

INTRODUCTION: Hydroxychloroquine (HCQ) and glucocorticoids (GCs) constitute the oldest and more used drugs in the treatment of systemic lupus erythematosus (SLE). Despite this long experience, both are still subject to a number of uncertainties, mainly regarding the dose. AREAS COVERED: We review the main mechanisms of action, the clinical and toxic effects of HCQ and GCs and analyze the recommendations for the use of both in guidelines published since 2018. We offer a set of recommendations based on the pharmacology, mechanisms of action and clinical evidence. EXPERT OPINION: HCQ is the backbone therapy for SLE, and a judicious use must be accomplished, using doses that allow a good control of lupus without compromising the safety of treatments very much prolonged over the time. Stable doses of 200 mg/day seem to accomplish both conditions. GCs should be used more judiciously, with methyl-prednisolone pulses as the main therapy for inducing rapid remission and doses ≤5-2.5 mg/day be never exceeded in long-term maintenance treatments.


Assuntos
Antirreumáticos , Lúpus Eritematoso Sistêmico , Humanos , Hidroxicloroquina/efeitos adversos , Glucocorticoides/uso terapêutico , Imunossupressores/uso terapêutico , Lúpus Eritematoso Sistêmico/tratamento farmacológico , Medição de Risco , Antirreumáticos/uso terapêutico
17.
Int J Rheum Dis ; 27(4): e15143, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38576108

RESUMO

AIM: This study addresses the challenge of predicting the course of Adult-onset Still's disease (AoSD), a rare systemic autoinflammatory disorder of unknown origin. Precise prediction is crucial for effective clinical management, especially in the absence of specific laboratory indicators. METHODS: We assessed the effectiveness of combining traditional biomarkers with the k-medoids unsupervised clustering algorithm in forecasting the various clinical courses of AoSD-monocyclic, polycyclic, or chronic articular. This approach represents an innovative strategy in predicting the disease's course. RESULTS: The analysis led to the identification of distinct patient profiles based on accessible biomarkers. Specifically, patients with elevated ferritin levels at diagnosis were more likely to experience a monocyclic disease course, while those with lower erythrocyte sedimentation rate could present with any of the clinical courses, monocyclic, polycyclic, or chronic articular, during follow-up. CONCLUSION: The study demonstrates the potential of integrating traditional biomarkers with unsupervised clustering algorithms in understanding the heterogeneity of AoSD. These findings suggest new avenues for developing personalized treatment strategies, though further validation in larger, prospective studies is necessary.


Assuntos
Doença de Still de Início Tardio , Adulto , Humanos , Estudos Prospectivos , Doença de Still de Início Tardio/diagnóstico , Doença de Still de Início Tardio/tratamento farmacológico , Biomarcadores , Análise por Conglomerados , Algoritmos , Fenótipo
18.
ACS Nano ; 18(8): 6038-6094, 2024 Feb 27.
Artigo em Inglês | MEDLINE | ID: mdl-38350010

RESUMO

Two-dimensional (2D) materials have attracted tremendous interest ever since the isolation of atomically thin sheets of graphene in 2004 due to the specific and versatile properties of these materials. However, the increasing production and use of 2D materials necessitate a thorough evaluation of the potential impact on human health and the environment. Furthermore, harmonized test protocols are needed with which to assess the safety of 2D materials. The Graphene Flagship project (2013-2023), funded by the European Commission, addressed the identification of the possible hazard of graphene-based materials as well as emerging 2D materials including transition metal dichalcogenides, hexagonal boron nitride, and others. Additionally, so-called green chemistry approaches were explored to achieve the goal of a safe and sustainable production and use of this fascinating family of nanomaterials. The present review provides a compact survey of the findings and the lessons learned in the Graphene Flagship.

19.
Int J Neural Syst ; 33(12): 2350062, 2023 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-37822240

RESUMO

Brain-computer interfaces (BCIs) establish a direct communication channel between the human brain and external devices. Among various methods, electroencephalography (EEG) stands out as the most popular choice for BCI design due to its non-invasiveness, ease of use, and cost-effectiveness. This paper aims to present and compare the accuracy and robustness of an EEG system employing one or two channels. We present both hardware and algorithms for the detection of open and closed eyes. Firstly, we utilize a low-cost hardware device to capture EEG activity from one or two channels. Next, we apply the discrete Fourier transform to analyze the signals in the frequency domain, extracting features from each channel. For classification, we test various well-known techniques, including Linear Discriminant Analysis (LDA), Support Vector Machine (SVM), Decision Tree (DT), or Logistic Regression (LR). To evaluate the system, we conduct experiments, acquiring signals associated with open and closed eyes, and compare the performance between one and two channels. The results demonstrate that employing a system with two channels and using SVM, DT, or LR classifiers enhances robustness compared to a single-channel setup and allows us to achieve an accuracy percentage greater than 95% for both eye states.


Assuntos
Interfaces Cérebro-Computador , Eletroencefalografia , Humanos , Eletroencefalografia/métodos , Encéfalo , Algoritmos , Máquina de Vetores de Suporte
20.
Nanoscale ; 15(29): 12280-12286, 2023 Jul 27.
Artigo em Inglês | MEDLINE | ID: mdl-37401747

RESUMO

Carbon nanohorns have been non-covalently functionalized with two different benzothiadiazoloquinoxalines prepared via Stille cross-coupling reactions under solvent-free conditions and microwave irradiation. The close interactions between these organic molecules and the nanostructures resulted in a prominent Raman enhancement, which makes them attractive candidates for multiple applications. A complete experimental physico-chemical characterization has been combined with in silico studies to understand these phenomena. The processability of the hybrids was exploited to prepare homogeneous films on substrates with different natures.

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