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Coordinated inauthentic behavior (CIB) is a manipulative communication tactic that uses a mix of authentic, fake, and duplicated social media accounts to operate as an adversarial network (AN) across multiple social media platforms. The article aims to clarify how CIB's emerging communication tactic "secretly" exploits technology to massively harass, harm, or mislead the online debate around crucial issues for society, like the COVID-19 vaccination. CIB's manipulative operations could be one of the greatest threats to freedom of expression and democracy in our society. CIB campaigns mislead others by acting with pre-arranged exceptional similarity and "secret" operations. Previous theoretical frameworks failed to evaluate the role of CIB on vaccination attitudes and behavior. In light of recent international and interdisciplinary CIB research, this study critically analyzes the case of a COVID-19 anti-vaccine adversarial network removed from Meta at the end of 2021 for brigading. A violent and harmful attempt to tactically manipulate the COVID-19 vaccine debate in Italy, France, and Germany. The following focal issues are discussed: (1) CIB manipulative operations, (2) their extensions, and (3) challenges in CIB's identification. The article shows that CIB acts in three domains: (i) structuring inauthentic online communities, (ii) exploiting social media technology, and (iii) deceiving algorithms to extend communication outreach to unaware social media users, a matter of concern for the general audience of CIB-illiterates. Upcoming threats, open issues, and future research directions are discussed.
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BACKGROUND: The predictive role of chest radiographs in patients with suspected coronary artery disease (CAD) is underestimated and may benefit from artificial intelligence (AI) applications. OBJECTIVES: To train, test, and validate a deep learning (DL) solution for detecting significant CAD based on chest radiographs. METHODS: Data of patients referred for angina and undergoing chest radiography and coronary angiography were analysed retrospectively. A deep convolutional neural network (DCNN) was designed to detect significant CAD from posteroanterior/anteroposterior chest radiographs. The DCNN was trained for severe CAD binary classification (absence/presence). Coronary angiography reports were the ground truth. Stenosis severity of ≥70% for non-left main vessels and ≥ 50% for left main defined severe CAD. RESULTS: Information of 7728 patients was reviewed. Severe CAD was present in 4091 (53%). Patients were randomly divided for algorithm training (70%; n = 5454) and fine-tuning/model validation (10%; n = 773). Internal clinical validation (model testing) was performed with the remaining patients (20%; n = 1501). At binary logistic regression, DCNN prediction was the strongest severe CAD predictor (p < 0.0001; OR: 1.040; CI: 1.032-1.048). Using a high sensitivity operating cut-point, the DCNN had a sensitivity of 0.90 to detect significant CAD (specificity 0.31; AUC 0.73; 95% CI DeLong, 0.69-0.76). Adding to the AI chest radiograph interpretation angina status improved the prediction (AUC 0.77; 95% CI DeLong, 0.74-0.80). CONCLUSION: AI-read chest radiographs could be used to pre-test significant CAD probability in patients referred for suspected angina. Further studies are required to externally validate our algorithm, develop a clinically applicable tool, and support CAD screening in broader settings.
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Doença da Artéria Coronariana , Aprendizado Profundo , Humanos , Doença da Artéria Coronariana/diagnóstico por imagem , Estudos Retrospectivos , Inteligência Artificial , Angiografia Coronária , Angina PectorisRESUMO
Children and adolescents with neurodevelopmental disorders generally show adaptive, cognitive and motor skills impairments associated with behavioral problems, i.e., alterations in attention, anxiety and stress regulation, emotional and social relationships, which strongly limit their quality of life. This narrative review aims at providing a critical overview of the current knowledge in the field of serious games (SGs), known as digital instructional interactive videogames, applied to neurodevelopmental disorders. Indeed, a growing number of studies is drawing attention to SGs as innovative and promising interventions in managing neurobehavioral and cognitive disturbs in children with neurodevelopmental disorders. Accordingly, we provide a literature overview of the current evidence regarding the actions and the effects of SGs. In addition, we describe neurobehavioral alterations occurring in some specific neurodevelopmental disorders for which a possible therapeutic use of SGs has been suggested. Finally, we discuss findings obtained in clinical trials using SGs as digital therapeutics in neurodevelopment disorders and suggest new directions and hypotheses for future studies to bridge the gaps between clinical research and clinical practice.
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Transtorno do Deficit de Atenção com Hiperatividade , Transtorno do Espectro Autista , Transtornos do Neurodesenvolvimento , Criança , Adolescente , Humanos , Transtorno do Deficit de Atenção com Hiperatividade/psicologia , Qualidade de Vida , Transtornos do Neurodesenvolvimento/terapia , Relações Interpessoais , AnsiedadeRESUMO
BACKGROUND: Heart failure (HF) management guided by the measurement of intracardiac and pulmonary pressure values obtained through innovative permanent intracardiac microsensors has been recently proposed as a valid strategy to individualize treatment and anticipate hemodynamic destabilization. These sensors have potential to reduce patient hospitalization rates and optimize quality of life. OBJECTIVE: The aim of this study was to evaluate the usability and patients' attitudes toward a new permanent intracardiac device implanted to remotely monitor left intra-atrial pressures (V-LAP, Vectorious Medical Technologies, Tel Aviv, Israel) in patients with chronic HF. METHODS: The V-LAP system is a miniaturized sensor implanted percutaneously across the interatrial septum. The system communicates wirelessly with a "companion device" (a wearable belt) that is placed on the patient's chest at the time of acquisition/transmission of left heart pressure measurements. At first follow-up after implantation, the patients and health care providers were asked to fill out a questionnaire on the usability of the system, ease in performing the various required tasks (data acquisition and transmission), and overall satisfaction. Replies to the questions were mainly given using a 5-point Likert scale (1: very poor, 2: poor, 3: average, 4: good, 5: excellent). Further patient follow-ups were performed at 3, 6, and 12 months. RESULTS: Use and acceptance of the first 14 patients receiving the V-LAP technology worldwide and related health care providers have been analyzed to date. No periprocedural morbidity/mortality was observed. Before discharge, a tailored educational session was performed after device implantation with the patients and their health care providers. At the first follow-up, the mean score for overall comfort in technology use was 3.7 (SD 1.2) with 93% (13/14) of patients succeeding in applying and operating the system independently. For health care providers, the mean score for overall ease and comfort in use of the technology was 4.2 (SD 0.8). No significant differences were found between the patients' and health care providers' replies to the questionnaires. There was a general trend for higher scores in patients' usability reports at later follow-ups, in which the score related to overall comfort with using the technology increased from 3.0 (SD 1.4) to 4.0 (SD 0.7) (P=.40) and comfort with wearing and adjusting the measuring thoracic belt increased from 2.8 (SD 1.0) to 4.2 (SD 0.4) (P=.02). CONCLUSIONS: Despite the gravity of their HF pathology and the complexity of their comorbid profile, patients are comfortable in using the V-LAP technology and, in the majority of cases, they can correctly and consistently acquire and transmit hemodynamic data. Although the overall patient/care provider satisfaction with the V-LAP system seems to be acceptable, improvements can be achieved after ameliorating the design of the measuring tools. TRIAL REGISTRATION: ClincalTrials.gov NCT03775161; https://clinicaltrials.gov/ct2/show/NCT03775161.
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BACKGROUND: Heart failure patient management guided by invasive intra-cardiac and pulmonary pressure measurements through permanent intra-cardiac micro-sensors has recently been published as a strategy to individualize the therapy of patients with chronic heart failure to reduce re-hospitalization and optimize quality of life. Furthermore, the use of telemedicine could have an important impact on infective disease spread during the current coronavirus disease-2019 pandemic. CASE SUMMARY: Emergent hospitalization of a patient with acute on chronic heart failure, who is currently in self-isolation as a result of his comorbid profile that exposes him to high risk for severe course and mortality in case of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection was prevented using a last generation telemedicine tool. DISCUSSION: Further implementation of invasive telemedicine could prevent hospitalization for acute decompensated heart failure and consecutive exposure to a potential hospital infection with SARS-CoV-2 in high-risk patients.
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BACKGROUND: Transesophageal echocardiography (TEE) before electrical cardioversion (ECV) in atrial fibrillation (AF) is not routinely performed in anticoagulated patients. METHODS: Starting from TEE findings of anticoagulated and non-anticoagulated patients referred for ECV, we investigated the rate of spontaneous echo-contrast (SEC) and left atrial thrombus (LAT) and identified their independent predictors. RESULTS: A total of 403 patients were included: 262 (65%) had no anticoagulation, 47 (11.7%) were onnovel oral anticoagulant (rivaroxaban), 74 (18.4%) on warfarin INR>2, and 20 (5.0%) on warfarin INR<2.In 41 (10.1%) there was LAT and in 154 (38.2%) SEC. Patients with LAT had a significantly lower left ventricular ejection fraction (LVEF%) (p=0.001). Patients with SEC were significantly older (p=0.04), had lower LVEF% (p<0.0001),higher CHADSVASC score (p<0.0001), and higher rate of coronary artery disease (CAD) (p=0.03). In 56.8% of warfarin patients (INR>2) there was SEC (p=0.002). At multivariate analysis therapeutic anticoagulation with warfarin (p=0.003; OR:2.2; CI: 1.3-3.7),CHADSVASC score (p<0.0001; OR=1.2; CI: 1.1-1.4), and LVEF% (p<0.0001; OR:0.95; CI: 0.93-0.97; inverse relationship) were SEC predictors. A 3.5 CHADSVASC score cut-off was predictor of SEC (AUC: 0.7; p<0.0001). LVEF% was the only predictor of LAT (p=0.02; OR=0.96; CI: 0.93-0.99; inverse relationship). CONCLUSIONS: Echocardiography before ECV identifies clear LAT/SEC in more than a third of AF patients, independently by their anticoagulation regimen. LAT/SEC rates increasewith decrement of LVEF%. Increment of CHADSVASC score increases SEC risk. In anticoagulated patients SEC rate remains higher than expected. Therapeutic anticoagulation with Warfarin appears positively and independently correlated to SEC occurrence.
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Atrial fibrillation (AF) is the most common sustained cardiac arrhythmia. The most feared complication of AF is thromboembolism. Oral anticoagulation (OAC) is the standard treatment to reduce thromboembolism occurrence in patients with AF. The rate of relevant bleeding, medical interactions and incompliance under OAC remains consistent. In this context, patients with AF at high risk for thromboembolism and with a contraindication to OAC may be considered as candidates for percutaneous left atrial appendage closure. In this review, we discuss the rationale, indications, technical aspects and clinical results of left atrial appendage closure by means of the WATCHMAN® (Boston Scientific, MA, USA) device.
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Apêndice Atrial , Fibrilação Atrial , Acidente Vascular Cerebral , Anticoagulantes/uso terapêutico , Apêndice Atrial/diagnóstico por imagem , Apêndice Atrial/cirurgia , Fibrilação Atrial/complicações , Humanos , Acidente Vascular Cerebral/etiologia , Acidente Vascular Cerebral/prevenção & controle , Resultado do TratamentoRESUMO
PURPOSE: The primary goal of this study was to (1) determine patients' access to and use of the Internet for healthrelated information before and after endoscopic atraumatic coronary artery bypass (Endo-ACAB) surgery, (2) investigate patients' methods of searching for such information, and (3) suggest future improvements for Internet-based patient education. The secondary goal of this study was to determine (1) patients' health-related quality of life and (2) degree of satisfaction following the Endo-ACAB procedure. METHODS: A follow-up study was conducted of 50 consecutive patients who had undergone Endo-ACAB procedures at the Center for Less Invasive Cardiac Surgery and Robotic Heart Surgery in Buffalo, New York. Study surveys were designed cooperatively by a communication scientist specializing in Internet studies and cardiac surgeons. Patients completed surveys over a period of 18 months, from January 2001 to June 2002. RESULTS: All 50 patients (100%) in the targeted study group completed the survey. Forty-four (88%) of these respondents reported having Internet access. The Web was cited as the most popular source of initial information on Endo-ACAB, with 36% of patients (18) first learning about the procedure through an Internet search. All 44 patients with Internet access used the Web as an additional source of information before surgery, but only 20% (7/35) did so after surgery. Most patients (91%, 40/44) felt that their surgeon should develop a Web site to detail the Endo-ACAB procedure. An investigation of patient quality of life showed that 96% of patients were not experiencing any symptoms related to t heir surgery. All 50 patients reported high degrees of satisfaction with the Endo-ACAB procedure, and 98% (49) said that they would recommend the surgery to someone else. CONCLUSION: A vast majority of patients are realizing the benefits of the Internet as a tool to educate themselves, both before and after surgery. The request by an overwhelming majority of patients that surgeons develop Web sites, however, shows that patients may not be completely satisfied with the current form or content of health sites on the Internet. Surgeons will see the benefits of Web-based education only when they ensure that their patients have access to adequate and credible health-related information. The early results of robotic surgery suggest a promising future and the need to investigate the role of the Internet in its growth.
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Ponte de Artéria Coronária/métodos , Serviços de Informação/estatística & dados numéricos , Internet/estatística & dados numéricos , Satisfação do Paciente , Robótica , Idoso , Idoso de 80 Anos ou mais , Ponte de Artéria Coronária/estatística & dados numéricos , Feminino , Seguimentos , Humanos , Masculino , Pessoa de Meia-Idade , Educação de Pacientes como Assunto/métodos , Qualidade de VidaRESUMO
PURPOSE: The goal of this study was to (1) determine parents access to and use of the Internet for information relating to their child's health; (2) investigate parents methods of searching for such information; and (3) evaluate the information found in relation to its readability, accuracy, and influence. METHODS: A study was conducted of 150 parents of outpatients in the Pediatric Surgery Clinic of a local Children's Hospital. Parents completed study surveys over a 6-week time frame. RESULTS: All parents (150 of 150, 100%) completed the surveys. The median age of the parents was 35 years, 83% (124 of 150) were mothers, and most (32%) attained a high school diploma. Of the 128 parents having Internet access, 71% used the Internet to search for health-related information. A majority of parents, 98%, agreed or somewhat agreed that the information they found was comprehensible and helpful. All respondents at least somewhat trusted information found, and 52% were at least somewhat influenced by online information when making a medical decision. CONCLUSIONS: Many parents use the Internet for additional medical information, but they do not access this information frequently. The overwhelmingly positive impression of online health information suggests parents are unaware of the dangers of encountering misleading sources, an issue of special concern when considering the amount of influence this information carries. A movement must be made to create uniform guidelines for health information on the Internet. In the meantime, pediatric surgeons must take a role in guiding parents toward accurate online sources and becoming more Internet proficient themselves.