Infusing clinical knowledge into language models by subword optimisation and embedding initialisation.

Objective: This study introduces a novel tokenisation methodology, K-Tokeniser, to infuse clinical knowledge into language models for clinical text processing.

Methods: Technically, at initialisation stage, K-Tokeniser populates global representations of tokens based on semantic types of domain concepts (such as drugs or diseases) from either a domain ontology like Unified Medical Language System or the training data of the task related corpus. At training or inference stage, sentence level localised context will be utilised for choosing the optimal global token representation to realise the semantic-based tokenisation.

Frailty in Patients With Acute Coronary Syndrome: Comparisons Among Three Frailty Screening Tools in Predicting In-Hospital Adverse Events.

Objectives: The aims of the study were to investigate the proportion of frailty among inpatients having Acute Coronary Syndrome (ACS) and to compare the prognostic value of three frailty screening methods in predicting in-hospital adverse events among the study population.

Methods: This prospective, observational study design was conducted on older patients with ACS. Data was collected using a structured questionnaire on general characteristics (age, gender, comorbidities, body mass index) and medical records (admission diagnosis, ACS type, angiography results, treatment therapy, left ventrical ejection fraction, and length of hospital stay).

The Accreditation Journey for a Hospital in the Developing World.

Vinmec Times City International Hospital is the first organization in Vietnam to receive certification from both the College of American Pathologists (CAP) Laboratory Accreditation Program (LAP) and Joint Commission International, marking a significant turning point in Vietnam's approach to health care quality control. This article shares our journey toward CAP accreditation, offering insights from a laboratory in a developing nation. The data sources include documentation of our laboratory's experiences during 2 years (2020-2022), illustrating the collaborative work and achievements in preparing for the first inspection of the CAP LAP, alongside prior discussions and commitments (2018-2020) to develop our plan.

Renal Artery Perforation: A Rare Complication of Primary PCI Successfully Treated With a Vascular Plug.

A 73-year-old woman developed abdominal distention, pain with pallor, and hypotension after successful primary percutaneous coronary intervention with 1 drug-eluting stent. Emergent blood tests and abdominal imaging confirmed right perirenal hemorrhage. Selective renal angiogram revealed ongoing bleeding from a distal renal artery perforation when her clinical condition deteriorated despite conservative management.

Asian Pacific Society of Cardiology Position Statement on the Use of Transcatheter Aortic Valve Implantation in the Management of Aortic Stenosis.

Transcatheter aortic valve implantation (TAVI) has been established as an effective treatment modality in patients with severe aortic stenosis (AS) and the uptake of TAVI is rapidly growing in the Asia-Pacific region. However, there exist a heterogeneity in the management of aortic stenosis and the use of TAVI among countries in the region. Reasons for these differences include anatomic variations, disparity in healthcare resources and infrastructure, and the lack of consensus on the optimal management of AS in the Asia-Pacific region.

An appropriate DNA input for bisulfite conversion reveals LINE-1 and Alu hypermethylation in tissues and circulating cell-free DNA from cancers.

The autonomous and active Long-Interspersed Element-1 (LINE-1, L1) and the non-autonomous Alu retrotransposon elements, contributing to 30% of the human genome, are the most abundant repeated sequences. With more than 90% of their sequences being methylated in normal cells, these elements undeniably contribute to the global DNA methylation level and constitute a major part of circulating-cell-free DNA (cfDNA). So far, the hypomethylation status of LINE-1 and Alu in cellular and extracellular DNA has long been considered a prevailing hallmark of ageing-related diseases and cancer.

Hypermethylation at 45S rDNA promoter in cancers.

The ribosomal genes (rDNA genes) encode 47S rRNA which accounts for up to 80% of all cellular RNA. At any given time, no more than 50% of rDNA genes are actively transcribed, and the other half is silent by forming heterochromatin structures through DNA methylation. In cancer cells, upregulation of ribosome biogenesis has been recognized as a hallmark feature, thus, the reduced methylation of rDNA promoter has been thought to support conformational changes of chromatin accessibility and the subsequent increase in rDNA transcription.

Unique characteristics of Asians with hypertension: what is known and what can be done?

Hypertension remains the leading modifiable risk factor for cardiovascular disease worldwide. Over the past 30 years, the prevalence of hypertension has been increasing in East and Southeast Asia to a greater extent as compared with other Western countries. Asians with hypertension have unique characteristics.

ABERRANT METHYLATION OF CANCER-RELATED GENES IN VIETNAMESE BREAST CANCER PATIENTS: ASSOCIATIONS WITH CLINICOPATHOLOGICAL FEATURES.

Background: Epigenetic alteration is one of the most common molecular changes identified in the progression of breast cancer (BC).

Aim: To study the frequency and relation between methylation of BRCA1, MLH1, MGMT, GSTP1, APC, RASSF1A, p16, WIF, and EGFR and the clinicopathological features in Vietnamese BC patients.

Materials And Methods: Methylation-specific polymerase chain reaction (MS-PCR) and SPSS 20.

Myocardial fibrosis in rheumatic heart disease: emerging concepts and clinical implications.

Rheumatic heart disease (RHD) remains a significant cardiovascular burden in the world even though it is no longer common in affluent countries. Centuries of history surrounding this disease provide us with a thorough understanding of its pathophysiology. Infections in the throat, skin, or mucosa are the gateway for Group A Streptococcus (GAS) to penetrate our immune system.

The Frail Scale - A Risk Stratification in Older Patients with Acute Coronary Syndrome.

Purpose: The aim of this study was to explore the impact of frailty on in-hospital adverse outcomes and net adverse clinical events (NACE) in older patients with acute coronary syndrome.

Patients And Methods: This observational study included elderly patients (≥60 years old), diagnosed with acute coronary syndrome (ACS) at admission from February 2021 to August 2021. The primary outcome was net adverse clinical events (NACE) defined as a composite of all-cause mortality, stroke, and major bleeding.

Intermediate outcome for the single-stage surgical repair of aortopulmonary window associated with interrupted aortic arch.

Objectives: Aortopulmonary window (APW) associated with an interrupted aortic arch (IAA) is a rare cardiac malformation with significant mortality and morbidity. The goal of this study was to report the intermediate outcomes of single-stage repair concentrating on the surgical techniques and postoperative reintervention for this rare cardiac lesion.

Methods: Eleven patients were diagnosed with IAA-associated APW and underwent single-stage surgical repair at Vietnam National Children's Hospital.

Meta-Analysis on the Safety and Efficacy of Transradial Approach in Chronic Total Occlusion Percutaneous Coronary Intervention.

The aim of this study was to compare the efficacy and safety of transradial approach (TRA) in chronic total occlusion (CTO) percutaneous coronary intervention (PCI) with the efficacy and safety of transfemoral approach (TFA). We conducted a systematic review and meta-analysis of randomized controlled trials (RCTs) and observational studies (OS) reporting the outcomes of TRA versus TFA in CTO PCI. The primary end point was procedural success.

Harmonising Individual Patient Level Cardiac Registry Data Across the Asia Pacific Region-A Feasibility Study of In-Hospital Outcomes of STEMI Patients From the Asia Pacific Evaluation of Cardiovascular Therapies (ASPECT) Network.

Objective: The Asia-Pacific Evaluation of Cardiovascular Therapies (ASPECT) collaboration was established to inform on percutaneous coronary intervention (PCI) in the Asia-Pacific Region. Our aims were to (i) determine the operational requirements to assemble an international individual patient dataset and validate the processes of governance, data quality and data security, and subsequently (ii) describe the characteristics and outcomes for ST-elevation myocardial infarction (STEMI) patients undergoing PCI in the ASPECT registry.

Methods: Seven (7) ASPECT members were approached to provide a harmonised anonymised dataset from their local registry.

An enhanced two-dimensional hole gas (2DHG) C-H diamond with positive surface charge model for advanced normally-off MOSFET devices.

Though the complementary power field effect transistors (FETs), e.g., metal-oxide-semiconductor-FETs (MOSFETs) based on wide bandgap materials, enable low switching losses and on-resistance, p-channel FETs are not feasible in any wide bandgap material other than diamond.

2020 Asian Pacific Society of Cardiology Consensus Recommendations on Antithrombotic Management for High-risk Chronic Coronary Syndrome.

The unique characteristics of patients with chronic coronary syndrome (CCS) in the Asia-Pacific region, heterogeneous approaches because of differences in accesses and resources and low number of patients from the Asia-Pacific region in pivotal studies, mean that international guidelines cannot be routinely applied to these populations. The Asian Pacific Society of Cardiology developed these consensus recommendations to summarise current evidence on the management of CCS and provide recommendations to assist clinicians treat patients from the region. The consensus recommendations were developed by an expert consensus panel who reviewed and appraised the available literature, with focus on data from patients in Asia-Pacific.

Asian Pacific Society of Cardiology Consensus Recommendations on the Use of MitraClip for Mitral Regurgitation.

Transcatheter mitral valve repair with the MitraClip, a catheter-based percutaneous edge-to-edge repair technique to correct mitral regurgitation (MR), has been demonstrated in Western studies to be an effective and safe MR treatment strategy. However, randomised clinical trial data on its use in Asian-Pacific patients is limited. Hence, the Asian Pacific Society of Cardiology convened an expert panel to review the available literature on MitraClip and to develop consensus recommendations to guide clinicians in the region.

Consensus Recommendations by the Asian Pacific Society of Cardiology: Optimising Cardiovascular Outcomes in Patients with Type 2 Diabetes.

The Asian Pacific Society of Cardiology convened a consensus statement panel for optimising cardiovascular (CV) outcomes in type 2 diabetes, and reviewed the current literature. Relevant articles were appraised using the Grading of Recommendations, Assessment, Development and Evaluation system, and consensus statements were developed in two meetings and were confirmed through online voting. The consensus statements indicated that lifestyle interventions must be emphasised for patients with prediabetes, and optimal glucose control should be encouraged when possible.

Hyper-Angle Exploitative Searching for Enabling Multi-Objective Optimization of Fog Computing.

Fog computing is an emerging technology. It has the potential of enabling various wireless networks to offer computational services based on certain requirements given by the user. Typically, the users give their computing tasks to the network manager that has the responsibility of allocating needed fog nodes optimally for conducting the computation effectively.

Acemannan Used as an Implantable Biomaterial for Vital Pulp Therapy of Immature Permanent Teeth Induced Continued Root Formation.

Direct pulp-capping, a vital pulp therapy, is used to protect and preserve pulp vitality by applying a biomaterial on the pulp exposure site. Acemannan, a polysaccharide extracted from , induces osteodentin-bridge formation to cover the exposure site in vivo. We evaluated the effect of acemannan sponges on partial pulpotomized permanent teeth with caries or accident-induced pulp exposure ( = 50).

RAS/RAF mutations and their associations with epigenetic alterations for distinct pathways in Vietnamese colorectal cancer.

KRAS, NRAS, and BRAF are potential tumor-driven genes that are involved in the RAS/RAF/MAPK signaling pathway. RAS/RAF mutations importantly contribute to colorectal tumorigenesis since they remain the activated status of downstream pathways without regulation of the upstream EGFR signal. However, it has not been unclear how epigenetic alterations involved in colorectal tumorigenesis mediated by KRAS, NRAS, or BRAF mutations.

Renal Denervation in Asia: Consensus Statement of the Asia Renal Denervation Consortium.

The Asia Renal Denervation Consortium consensus conference of Asian physicians actively performing renal denervation (RDN) was recently convened to share up-to-date information and regional perspectives, with the goal of consensus on RDN in Asia. First- and second-generation trials of RDN have demonstrated the efficacy and safety of this treatment modality for lowering blood pressure in patients with resistant hypertension. Considering the ethnic differences of the hypertension profile and demographics of cardiovascular disease demonstrated in the SYMPLICITY HTN (Renal Denervation in Patients With Uncontrolled Hypertension)-Japan study and Global SYMPLICITY registry data from Korea and Taiwan, RDN might be an effective hypertension management strategy in Asia.