Robust explainer recommendation for time series classification.

Time series classification is a task which deals with temporal sequences, a prevalent data type common in domains such as human activity recognition, sports analytics and general sensing. In this area, interest in explanability has been growing as explanation is key to understand the data and the model better. Recently, a great variety of techniques (e.

Disclosure of HIV Status in Healthcare Settings: Practices and Considerations among Women Living with HIV/AIDS in Vietnam.

Objective: This study investigated women living with HIV/AIDS (WLHA)'s practices and decision-making regarding disclosure of HIV status in healthcare settings in Vietnam. Disclosure of HIV status in healthcare settings is under-studied.

Methods: We conducted in-depth interviews with 30 WLHA in Hanoi, Vietnam.

Empowering Women Living with HIV/AIDS in Vietnam: A Hybrid Online-Offline Intervention to Combat Stigma.

Women living with HIV/AIDS (WLHA) encounter numerous challenges, such as stigma and gender disparities, that hinder their access to care, especially in patriarchal societies like Vietnam. We developed a hybrid intervention with online and offline (in-person) components to empower WLHA in Vietnam. The intervention was pilot tested with 91 WLHA in Hanoi.

Confidence in providing methadone maintenance treatment of primary care providers in Vietnam.

Background: Delivering methadone treatment in community health facilities by primary care providers is a task-shifting strategy to expand access to drug use treatment, especially in rural mountainous areas. This study aims to investigate factors related to confidence in providing methadone treatment among primary care providers in Vietnam to inform good practice development.

Methods: We conducted a cross-sectional survey with 276 primary care providers who were physicians, physician assistants, nurses, pharmacists or dispensing staff from 67 communes in a mountainous province in Northern Vietnam.

Fabrication and characterization of a NiO-ZnO/PANI-CNTs composite for sensing of methanol in an aqueous environment.

In this study, we fabricated a composite of NiO-ZnO/PANI-CNTs on a fluorine tin oxide (FTO) electrode and examined the electrochemical sensing behavior of the modified electrode to detect methanol in aqueous solution. The structural, morphological, and electrochemical properties of the composite were characterized using various methods such as X-ray diffraction (XRD), EDS, FTIR, X-ray photoelectron spectroscopy (XPS), field-emission scanning electron microscopy (FE-SEM), transmission electron microscopy (TEM), selected area electron diffraction (SAED), and electrochemical techniques such as cyclic voltammetry (CV) and chronoamperometry (CA). The composite-based electrode showed excellent electrocatalytic activity and selectivity for methanol oxidation.

Reaction of quinaldine with 4,6-di(-butyl)-3-nitro-1,2-benzoquinone. Dependence of the outcome on the reaction conditions and a deeper insight into the mechanism.

Condensation of quinaldine with 4,6-di (-butyl)-3-nitro-1,2-benzoquinone results in the formation of 5,7-di (-butyl)-2-(quinoline-2-yl)-1,3-tropolone, 5,7-di (-butyl)-4-nitro-2-(quinoline-2-yl)-1,3-tropolone, 3,3-dimethyl-2-(5-hydroxy-4-nitro-3--butyl-6-quinoline-2-yl-pyridine-2-yl)butanoic acid, 6-(2,2-dimethylprop-3-yl)-5--butyl-4-nitro-2-(quinoline-2-yl)-pyridine-3-ol, 1,7-di (-butyl)-3-(quinoline-2-yl)-2-azabicyclo-[3.3.0]octa-2,7-diene-4,6-dione--oxide.

Predictive Factors for Clinical Outcome After Direct Mechanical Thrombectomy for Anterior Circulation Large Vessel Occlusion Within 4.5 h.

Background: Recent trials including DIRECT-MT, DEVT, and SKIP have found that direct mechanical thrombectomy (MT) is equally effective as the combination of MT and intravenous thrombolysis. However, the results of the other trials, namely MR-CLEAN NO-IV and the SWIFT-DIRECT trial have failed to confirm the non-inferiority of direct MT vs. the combination therapy.

Preparation of gamma poly-glutamic acid/hydroxyapatite/collagen composite as the 3D-printing scaffold for bone tissue engineering.

Background: All types of movements involve the role of articular cartilage and bones. The presence of cartilage enables bones to move over one another smoothly. However, repetitive microtrauma and ischemia as well as genetic effects can cause an osteochondral lesion.

Optimization of Medication Point-Of-Prescribing Alerts at a Multi-Site, Ambulatory Care Organization to Aid Clinical Care and Reduce HealthCare Cost.

BackgroundLiterature has shown the integration of electronic alerts into patient care has the potential to improve clinicians' workflow by saving time, increasing efficiency, and improving patient safety. However, despite these possible benefits of alerts, studies have shown that alerts are often overridden by clinicians. The purpose of this study was to optimize the acceptance rates of medication point-of-prescribing alerts within the electronic medical record (EMR) of an ambulatory care organization.

SHOX2 methylation in Vietnamese patients with lung cancer.

Background: DNA methylation on cytosine in the CpG dinucleotides is one of the most common epigenetic perturbations taking place during cancer initiation, progression, occurrence and resistance therapy. DNA methylation seems to be sufficiently stable epigenetic modification to be utilized as a cancer biomarker in in vitro diagnostic (IVD) settings. Nowadays, the SHOX2 methylation (mSHOX2) is one of the most valuable DNA methylation biomarkers of lung cancer that is the leading cause of cancer death.

Family-based intervention for adolescents with substance use disorders in Vietnam.

Background: Adolescent substance use is a leading risk factor of medical and social problems in adults. However, evidence-based interventions for substance use disorders (SUD) among youth in resource-limited countries are lacking. Treatnet Family (TF), developed by United Nations Office on Drugs and Crime (UNODC), aims to make youth SUD care more affordable and accessible in low- and middle-income countries.

What Shapes Late HIV Diagnosis in Vietnam? A Qualitative Investigation of Multilevel Factors.

Late HIV treatment remains a global public health issue despite significant efforts. To better understand what shapes this issue, we interviewed 36 Vietnamese ART-naive patients who came to HIV treatment in 2017. Half of them had intake CD4 counts fewer than 100 cells/mm, the others had intake CD4 counts of 350 cells/mm and above.

3D Printing of Collagen/Oligomeric Proanthocyanidin/Oxidized Hyaluronic Acid Composite Scaffolds for Articular Cartilage Repair.

Articular cartilage defects affect millions of people worldwide, including children, adolescents, and adults. Progressive wear and tear of articular cartilage can lead to progressive tissue loss, further exposing the bony ends and leaving them unprotected, which may ultimately cause osteoarthritis (degenerative joint disease). Unlike other self-repairing tissues, cartilage has a low regenerative capacity; once injured, the cartilage is much more difficult to heal.

Study on proanthocyanidins crosslinked collagen membrane for guided bone tissue regeneration.

The goal of this study is to understand the ability of a newly developed barrier membrane to enhance bone tissue regeneration. Here in this study we present the in vitro characterization of the barrier membrane made from type I collagen and crosslinked by oligomeric proanthocyanidins (OPCs). The effects of the membrane (P-C film) on cell cycle, proliferation, alkaline phosphatase activity, and mineralization were evaluated using the human osteoblast cell line MG-63, while the barrier ability was examined using MG-63 cells, as well as the human skin fibroblast cell line WS-1.

Conservative Treatment of Postinfarction Left Ventricular Free Wall Rupture.

Left ventricular free wall rupture is a fatal complication of acute myocardial infarction. Emergency surgical repair is usually indicated to treat this condition. However, in very high surgical risk cohort, conservative treatment can also be considered.

How to be self-reliant in a stigmatising context? Challenges facing people who inject drugs in Vietnam.

Background: Stigma works to reinforce dominant social values. The meaning of stigma is therefore not static but dependant on the regime in power. Taking into account the significant socioeconomic changes that took place in Vietnam over the last thirty years, this study explores the meaning of stigma directed at Vietnamese people who inject drugs in different social spheres.

Learning curve in minimally invasive mitral valve surgery: a single-center experience.

Background: Minimally invasive mitral valve surgery is becoming a gold standard and provides many advantages for patients. A learning curve is required for a surgeon to become proficient, and the exact number to overcome this curve is controversial. Our study aimed to define this number for mitral valve surgery in general, for replacement and repair separately.

Basilar artery thrombectomy: assessment of outcome and identification of prognostic factors.

Mechanical thrombectomy (MT) has been demonstrated as an effective treatment for acute ischemic stroke (AIS), thanks to large vessel occlusion (LVO), especially in case of anterior cerebral artery with many randomized clinical trials (RCTs) every year. On the other hand, there is a limited number of basilar artery occlusion (BAO)-related studies which have been conducted. The fact prompts our range of case studies, which furnish BAO understanding with our experience, results and some prognosis factors of MT.

A Case Report of Serotonin Syndrome in a Patient on Selective Serotonin Reuptake Inhibitor (SSRI) Monotherapy.

Introduction: Paroxetine is a selective serotonin reuptake inhibitor (SSRI) with several indications, one of which is for depression. We present a case of probable paroxetine-induced serotonin syndrome.

Case Summary: A 21-year-old female with a history of generalized anxiety disorder and major depression presented with increased depressive symptoms over several months while taking fluoxetine 20 mg daily.

Struggling to achieve a 'normal life': A qualitative study of Vietnamese methadone patients.

Background: Methadone maintenance treatment, initially introduced in Vietnam for HIV harm reduction, has marked a significant switch in the country's drug policy - from addiction as a moral issue to addiction as a brain disease. After the some initial outstanding achievements, the programme is facing a high dropout rate that threatens both goals of HIV prevention and drug treatment. This sociological study, as part of an HIV intervention research project, explores the challenges and opportunities that individuals who use drugs are faced with in relation to addiction treatment.

Neutralization Potency of Sera from Vietnamese Patients with Japanese Encephalitis (JE) against Genotypes I and V JE Viruses.

Japanese encephalitis virus (JEV) is classified into 5 genotypes (GI, GII, GIII, GIV, and GV), and the GI and GIII strains are the most widely distributed in JE endemic areas. In recent years, GV JEV has been detected in China and Korea, suggesting that GV JEV may invade other JE endemic areas, including Vietnam, and that more attention should be paid to the JEV strains circulating in these areas. In this study, we investigated the neutralization ability of the sera collected from 22 Vietnamese patients with JE who lived in northern Vietnam against the GI and GV JEV strains.

Quality of antiepileptic drugs in sub-Saharan Africa: A study in Gabon, Kenya, and Madagascar.

Objective: Epilepsy is a major public health issue in low- and middle-income countries, where the availability and accessibility of quality treatment remain important issues, the severity of which may be aggravated by poor quality antiepileptic drugs (AEDs). The primary objective of this study was to measure the quality of AEDs in rural and urban areas in 3 African countries.

Methods: This cross-sectional study was carried out in Gabon, Kenya, and Madagascar.