Enhancing glaucoma diagnosis: Generative adversarial networks in synthesized imagery and classification with pretrained MobileNetV2.

The disease affects the optic nerve and represents the principle reasons of irreversible vision loss, mostly asymptomatic and uncontrolled. Consequently, early and accurate diagnosis is critical to prevent or reduce its effect, however, conventional diagnostic techniques often fail to provide concrete results. In this regard, we present a new approach built on Generative Adversarial Networks (GAN) and MobileNetV2 pretrained architecture for diagnosing glaucoma.

Enhanced diabetic retinopathy detection using U-shaped network and capsule network-driven deep learning.

Glaucoma, a severe eye disease leading to irreversible vision loss if untreated, remains a significant challenge in healthcare due to the complexity of its detection. Traditional methods rely on clinical examinations of fundus images, assessing features like optic cup and disc sizes, rim thickness, and other ocular deformities. Recent advancements in artificial intelligence have introduced new opportunities for enhancing glaucoma detection.

Explainable artificial intelligence with UNet based segmentation and Bayesian machine learning for classification of brain tumors using MRI images.

Detecting brain tumours (BT) early improves treatment possibilities and increases patient survival rates. Magnetic resonance imaging (MRI) scanning offers more comprehensive information, such as better contrast and clarity, than any alternative scanning process. Manually separating BTs from several MRI images gathered in medical practice for cancer analysis is challenging and time-consuming.

Effectiveness of Inhalational Tranexamic Acid in Patients with Nonmassive Hemoptysis-A Systematic Review and Meta-Analysis.

Background: Hemoptysis, the expectoration of blood from the lower respiratory tract, varies in severity and necessitates effective management to mitigate morbidity. Traditional treatments include bronchial artery embolization and pharmacological approaches. Tranexamic acid (TXA), an antifibrinolytic agent known for its efficacy in reducing bleeding during surgery and trauma, is being explored for its efficacy in treating Hemoptysis via both intravenous and inhalational routes.

Correlation of Two-Minute and Six-Minute Walk Tests With Spirometric Indices in Patients With Severe Chronic Obstructive Pulmonary Disease at a Selected Tertiary Care Hospital in Puducherry.

Background Chronic obstructive pulmonary disease (COPD) is a progressive respiratory condition characterised by airflow limitation and reduced exercise capacity. The Six-Minute Walk Test (6MWT) and Two-Minute Walk Test (2MWT) are commonly used to assess functional exercise capacity in COPD patients. This study aims to evaluate the correlation between the distance covered in the 2MWT and 6MWT with spirometric indices (such as Forced Expiratory Volume in 1 second (FEV₁), Forced Vital Capacity (FVC), and FEV₁/FVC) in COPD patients.

A sequential explanatory mixed method study of maternal and fetal outcome in gestational diabetes mellitus using Diabetes in Pregnancy Study Group India (DIPSI) test in Puducherry.

Background: Gestational diabetes mellitus in pregnancy is associated with polyhydramnios, macrosomia, and shoulder dystocia, and it also increases maternal and perinatal mortality.

Methods: This sequential explanatory mixed-method study was conducted for six months. All the pregnant women attending the outpatient department of the Obstetrics and Gynaecology Department at 24-28 weeks of gestation were subjected to universal screening with 75 gms of glucose and 2 hours of plasma glucose >140 mgs% is taken for diagnosis (according to DIPSI guidelines).

Association between QTc and Poincare plot in polycystic ovary syndrome in young adolescents: A cross-sectional study.

Context: PCOS is one of the most neglected noncommunicable diseases, and early detection would be of great value to primary care physicians. Sympathovagal imbalance detected using heart rate variability (HRV) can be used to detect early autonomic changes if any.

Aim: The present study aimed to evaluate QTc and Poincare plot (nonlinear analysis of HRV) in young adolescent PCOS patients.

Unveiling the YouTube addiction: Understanding the spectrum of digital dependency.

Background: Excessive use of YouTube is increasingly being as a source of technological addiction in both adolescent and adult population worldwide.

Objective: The aim of this study is to assess YouTube addiction among adolescents and adults and the ways to reduce its usage.

Methods: After obtaining Institutional ethical clearance and informed consent, we collected data from adolescent and adult male and female using a 22-item YouTube addiction scale (YAS) questionnaire.

Effect of tele-yoga on burnout, mental health and immune markers of health care workers on COVID-19 duty: An open-label parallel group pilot randomized controlled trial.

Background: The COVID-19 pandemic overburdened the healthcare system and affected the mental health of healthcare workers. Yoga has proven to improve mental health correlates, within diverse population groups, including healthcare workers. Considering the pandemic-imposed restrictions, this trial was designed to study the feasibility and effect of tele-yoga intervention on burnout, sleep quality, depression, anxiety, stress, mindfulness, and immune markers of healthcare workers on COVID-19 duty.

Coverage evaluation of Iron folic acid and vitamin A supplementation among children in rural Puducherry-A Mixed method study.

Background: Despite many measures taken by the government, still the problem of Vitamin A deficiency and anaemia exists among children. This study focuses on coverage of iron and folic acid and Vitamin A supplementation among children aged between 9 months and 5 years and to find out the barriers in administrating these supplements to children.

Methods: An explanatory sequential mixed methodology was conducted in the field practice area of Thirubuvanai primary health centre.

Insights Into Medicine Expiry Awareness Among the Population of Rural South India: A Mixed-Methods Approach.

Background: The practice of noticing the expiry date of medicines has improved in recent decades. But, still, there are various factors that hinder this practice and make people use medicines that are expired. This study was conducted to assess the knowledge of the expiry date of medicines among the rural population at Thiruvennainallur, in Tamil Nadu, India, and to explore the barriers that hinder the viewing of the expiry date of medicines among the rural population.

Sensitizing nursing faculty about formation of professional identity: Exploration of lessons learnt at a nursing institute in India.

Background We initiated a conversation regarding the concept of professional identity formation (PIF) with faculty of Institute of Nursing at our university through a participatory workshop. We report the planning and conduct of the workshop, as well as lessons learnt from the discussions in the workshop. Methods We designed and implemented a day-long workshop for 28 nursing faculty at Institute of Nursing, Bhaikaka University, Gujarat.

Impact of Angiotensin Receptor Blockers (ARB) versus Other Antihypertensive Medication on Blood Pressure in Patients on Dialysis: A Meta-Analysis.

Introduction: Hypertension is an important factor driving mortality among dialysis patients. Angiotensin-II receptor blocker (ARB) has been effective similarly to angiotensin-converting enzymes (ACEs) but with a low incidence of side effects.

Methodology: The meta-analysis included all published studies that investigated the effect of ARB on the hypertension in adult dialysis patients (≥18 years).

Success stories: exploring perceptions of former fellows of a global faculty development program for health professions educators.

Background: Faculty development programs (FDPs) in health professions education (HPE) are instrumental in supporting, promoting, and improving HPE curricula and activities that target individual- and system-level capacity strengthening. FAIMER, a division of Intealth, has been offering FDPs for global health professions educators in HPE and leadership for over two decades through the International FAIMER Institute in the USA and FAIMER Regional Institutes located globally. This paper explores perceptions of former program participants (Fellows) of FAIMER global FDPs by eliciting their success stories.

Hybrid model of care for older persons for improvement of frailty index-a community-based interventional study in an urban setting.

Background: An older person undergoes a 'disablement' process with aging. A comprehensive geriatric assessment centered around the functional status informs the healthcare provider of their frailty status, based on which tailored interventions may be designed to help prevent/reverse frailty. This study was conducted to assess the improvement in frailty index by training older persons for self-care practices using a multi-domain behavioural intervention, assisted by their caregivers.

Evaluation of a short-structured learner-centric training program on rational drug prescribing for medical interns: A quasi-experimental study.

Introduction: Rational drug prescribing skills of interns remain bleak despite clinical pharmacology training during their second year, warranting the need for further training. This study was designed to evaluate the effectiveness of a short-structured learner-centric training program using the World Health Organization (WHO) guide to good prescribing in improving interns' knowledge of rational drug use and their rational drug prescribing skills.

Methods: This quasi-experimental study was implemented at a tertiary care teaching hospital in South India.

Injectable Contraceptives as an Underutilized Option for Women's Reproductive Health: An Exploratory Qualitative Study.

Background: Injectable contraceptives (IC) provide a highly effective, reversible method of preventing conception, yet discontinuation rates are high. Health workers play a crucial role in the successful implementation of family welfare services. Adding up the basket of choices without knowing the community's needs can lead to poor utilization of services.