Platform for precise, personalised glucose forecasting through continuous glucose and physical activity monitoring and deep learning.

Emerging research has demonstrated the advantage of continuous glucose monitoring for use in artificial pancreas and diabetes management in general. Recent studies demonstrate that glucose level forecasting using deep learning can help avoid postprandial hyperglycemia (≥ 180 mg/dL) or hypoglycemia (≤70 mg/dL) from delayed or increased insulin dosing in artificial pancreas. In this paper, a novel hybrid deep learning framework with integration of content-based attention learning is presented, to effectively predict the glucose measurements with prediction horizons (PH) = 15, 30 and, 60 minutes for T1D and T2D patients based on past data.

Continuous Glucose, Insulin and Lifestyle Data Augmentation in Artificial Pancreas Using Adaptive Generative and Discriminative Models.

Artificial pancreas requires data from multiple sources for accurate insulin dose estimation. These include data from continuous glucose sensors, past insulin dosage information, meal quantity and time and physical activity data. The effectiveness of closed-loop diabetes management systems might be hampered by the absence of these data caused by device error or lack of compliance by patients.

Influence of Hepatitis C virus genotype and other factors on the viral load.

Anti-HCV reactive subjects were selected and relevant data was collected. Viral load and genotype were determined for all patients and were divided into low (<800,000 IU/mL) and high viral load (>800,000 IU/mL). Correlation of viral load with parameters like age, gender, risk factors and genotype etc.

Community Screening for High-Risk Human Papilloma Virus Infection using Self-Sampling and 'Point-Of-Care' Test.

Objective: HR-HPV types 16 and 18 are responsible for pre-invasive and invasive lesions of the cervix, accounting for 70-80% of the total subtypes. The aim of this study was to investigate the prevalence of high-risk HPV subtypes 16 and 18 in self-collected vaginal samples using real-time micro-PCR and to study the acceptability of self-sampling.

Methods: Eligible women (30-65 years) were screened from a semi-urban area of Uttarakhand (India) using self-sampling.

Post-COVID pulmonary fungal infections: An unanticipated predicament or a ticking time bomb? Clinico-microbiological profile of cases encountered during the second wave of COVID-19 pandemic at a teaching hospital in the Himalayas with a brief literature review.

Introduction: This study attempts to generate preliminary data regarding post-COVID pulmonary fungal infections, namely, COVID-19-associated pulmonary aspergillosis (CAPA), COVID-19-associated pulmonary mucormycosis (CAPM), and mixed infections from the Himalayas and compares the micro-radio-clinical profile and outcomes of the affected patients.

Materials And Methods: A retrospective data analysis was conducted, where clinical profiles, microbiological and radiological reports, and outcomes of = 16 patients of post-COVID pulmonary infections were compared.

Results: Of = 16 patients, = 7 had CAPA ( = 5 s, = 1 1 ), = 5 CAPM (Rhizopus arrhizus) and = 4 with mixed infections ( 3 infected with and spp.

Trend of viral load during the first, second, and third wave of COVID-19 in the Indian Himalayan region: an observational study of the Uttarakhand state.

India had faced three waves throughout the Coronavirus disease 2019 (COVID-19) pandemic, which had already impacted economic lives and affected the healthcare setting and infrastructure. The widespread impacts have inspired researchers to look for clinical indicators of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection prognosis. Cyclic threshold values have been used to correlate the viral load in COVID-19 patients and for viral transmission.

Drug resistance profile in postbiliary and gastrointestinal surgical-site infection cases from a tertiary care hospital.

In the developing world, surgical-site infection (SSI)-associated pathogens are becoming more drug resistant implicating higher morbidity and management cost. Here, we tried to analyze the drug resistance pattern in our SSI-related isolates. Over 2 years, 191 clinically diagnosed SSIs (postbiliary tract and postgastrointestinal surgery) were included, and wound swabs were processed by conventional aerobic and anaerobic culture.

InsNET: Accurate Basal and Bolus Insulin Dose Prediction for Closed Loop Diabetes Management.

It has been demonstrated that closed-loop diabetes management results in better glycemic control and greater compliance than open-loop diabetes management. Deep learning models have been used to implement different components of artifical pancreas. In this work, a novel deep learning model InsNET has been proposed to estimate the basal and bolus insulin level and insulin bolus in patients with type I diabetes utilizing subcutaneous insulin infusion pumps for closed loop diabetes management system.

A study on the clinical spectrum of Hepatitis C virus infection from a tertiary care center in Sub-Himalayan India-spontaneous clearance, a neglected phenomenon.

Hepatitis C virus (HCV) infection has varied clinical manifestations. Noninvasive tools can be useful to assess the severity of liver disease and the rate of spontaneous clearance. HCV infection was determined by antibody or RNA-based tests over a period of 18 months in 8030 samples from the Gastroenterology department.

Incidence of SARS-CoV-2 Co-infections During the Second Wave in Sub-Himalayan Region, India.

Introduction The second wave of the coronavirus disease 2019 (COVID-19) pandemic in India, which started from April 2021, has been more severe and deadly than the first wave. The aim of this prospective study was to determine the possibility of other respiratory pathogens contributing towards the severity and hospitalization in the current second wave. Materials and methods Nasopharyngeal and oropharyngeal swab samples were collected and processed for severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) by reverse transcription polymerase chain reaction (RT-PCR).

Heavy Load of Intestinal Fluke in a Four-Year-Old Child with Severe Acute Malnutrition: A Case Report.

Fasciolopsiasis, a food-borne intestinal parasitosis, occurs focally, and remains a significant public health problem in endemic areas. However, due to the wide spectrum of clinical presentation and unclear diagnosis or even misdiagnosis, it often goes unreported. The correlation between trematode infection and malnutrition is also often debated.

Antibacterial Potential of Gold Nanoparticles Synthesized From Leaf Extract of Syzygium cumini Against Multidrug-Resistant Urinary Tract Pathogens.

Background: Urinary tract infection (UTI) is one of the most commonly encountered bacterial infections. Due to the misuse or excessive use of antibiotics, the upsurge of multidrug-resistance cases in UTIs has now become a global threat to public health. Exploring a newer or safer treatment using green synthesized nanoparticles (NPs) is another substitute for eliminating multidrug-resistant pathogens.

Interference of Antinuclear Antibody (ANA) in Indirect Immunofluorescence Assay (IIFA)-Based Perinuclear Antineutrophil Cytoplasmic Antibody (pANCA) Interpretation.

Background: Indirect immunofluorescence assay (IIFA) based on antineutrophil cytoplasmic antibody (ANCA) testing is a commonly employed test for diagnosing autoimmune vasculitis. Antinuclear antibody (ANA) can give rise to a false interpretation of perinuclear-ANCA (pANCA) in ethanol-fixed granulocyte substrates. Analytical interference could frequently occur in setups where ethanol-fixed substrates are used alone.

Feasibility of Indirect immunofluorescence (IIF) alone as a screening method for antinuclear antibody in connective diseases in India's sub-Himalayan region.

Background: For the management of connective tissue disorders (CTDs), antinuclear antibody (ANA) testing is essential, both from diagnostic and prognostic points of view. Usually, patterns obtained by ANA-IIF testing correlates to specific autoantibodies as obtained from the test for ENA (by LIA/ELISA, etc.).

Prevalence and Risk Factors of Intestinal Parasitic Infection in Under-Five Children With Malnutrition: A Hospital Based Cross-Sectional Study.

Background: Intestinal parasitic infections (IPIs) and malnutrition in under-five children contribute substantially to developing countries' childhood morbidity and mortality. This study assessed the prevalence and profile of IPI in under-five children and compared them with nutritional status and other socioeconomic factors.

Methods: Anthropometric indices were used for checking the nutritional status of under-five children.

Glucose Prediction using Wide-Deep LSTM Network for Accurate Insulin Dosing in Artificial Pancreas.

Closed-loop diabetes management has been shown to indicate improved glycaemic control and better compliance over open loop diabetes management. Currently, commercially available diabetes management devices rely on continuous glucose monitoring (CGM) sensors which monitor glucose levels from the interstitial fluid (ISF). As there exists a physiological delay between the blood glucose levels compared to the ISF glucose levels, it is crucial to predict or forecast glucose levels, in order to prevent hyperglycaemic events due to delayed insulin dosing.

Effectiveness of BBV152/Covaxin and AZD1222/Covishield vaccines against severe COVID-19 and B.1.617.2/Delta variant in India, 2021: a multi-centric hospital-based case-control study.

Objectives: India introduced BBV152/Covaxin and AZD1222/Covishield vaccines in January 2021. We estimated the effectiveness of these vaccines against severe COVID-19 among individuals aged ≥45 years.

Methods: We did a multi-centric, hospital-based, case-control study between May and July 2021.

The intricate association of COVID-19 pandemic with ecological issues.

This critical narrative review is intended to emphasize the comprehensive ecological issues related to the evolution of the novel coronavirus, the environmental factors associated with the disease progress, and the impact the pandemic is having on the environment. Approximately 60% of the emerging infectious disease of the last century (including deadly viruses like HIV, Ebola, Influenza, coronavirus strains like SARS, MERS) are linked to zoonotic spillover. Therefore, to escape the emergence of newer cross-species infections, proper precautionary measures should be taken.

The Mystery of Mucormycosis in COVID-19: A Multifactorial Menace or an Enigmatic Delta Variant Associated Phenomenon? An Exploratory Study from a Tertiary Care Centre in North India with a Brief Literature Review.

Background: There was a global surge in cases of mucormycosis in COVID-19 patients during the second wave of the pandemic in 2021, reported especially from India. Various predisposing factors such as diabetes mellitus, rampant use of corticosteroids, and COVID-19 per se may be responsible for this spike. Some public health experts have postulated that the epidemiological link between the Delta variant of SARS-CoV-2 and mucormycosis should be explored.

Convalescent Plasma the Experience and Journey from Blockbuster to Incognito: A Single Centre Experience.

Background: Convalescent plasma has been used to provide passive immunotherapy to patients with COVID-19 with a high level of safety. Very few efficacy studies were available, and due to COVID being a relatively new disease, its exact therapeutic role was unclear. This observational study on the impact of COVID convalescent plasma (CCP) on clinical outcomes attempts to evaluate the effectiveness of convalescent COVID-19 plasma therapy in the treatment of COVID-19 patients at the tertiary care center in the Uttarakhand state of India.

Laboratory Evaluation of Hepatitis C Virus Infection in Patients Undergoing Hemodialysis from North East India.

Introduction: Subjects undergoing hemodialysis have enhanced vulnerability to hepatitis C virus (HCV) infection due to invasive procedures and poor infection control practices. Early detection and treatment are essential to prevent cross-infection and mortality/morbidity. However, common use anti-HCV antibody tests lack the necessary accuracy, and alternative tests (e.

Pelvic Exenteration for Locally Advanced Rectal Cancer: an Initial Experience from North-east India.

Unlabelled: Pelvic exenteration is a surgery done to achieve margin negative resection in locally advanced rectal cancer infiltrating pelvic organs anterior to it. A retrospective observational study of patients undergoing pelvic exenteration for locally advanced rectal cancer was done at a single surgical unit of a tertiary care cancer centre. The period of study was from 1st January 2019 to 30th June 2021.

Seroprevalence and Determinants of ToRCH Pathogens in Pregnant Women in the Sub-Himalayan Region.

Introduction (TG), rubella virus (RV), cytomegalovirus (CMV), and herpes simplex virus type 1 and 2 (HSV 1 and 2) cause mild maternal morbidity but have serious fetal consequences. The prevalence of these infections varies widely by country and population subgroup, and the paucity of data from the hilly state of Uttarakhand prompted us to undertake this study on their seroprevalence and association with potential risk factors. Methods Serum samples received from pregnant women attending the antenatal clinic of All India Institute of Medical Sciences, Rishikesh, between January 2016 to December 2019 were tested for TG-, RV-, CMV, and HSV-specific IgM and IgG by capture enzyme-linked immunoassay (ELISA).

Seasonal predominance of atypical agents in adult community-acquired pneumonia in India's northeastern region: Is it the time to look again at empirical therapy guidelines?

Atypical agents such as Mycoplasma, Legionella, Chlamydia species, and Coxiella burnetii (Q-fever agent) are responsible for some adult community-acquired pneumonia (CAP). Insufficient studies on this topic can be blamed for the failure to include atypical pathogens in empirical management. We followed adult CAP cases for two years, and samples (respiratory and serum) were tested by culture, ELISA (IgM, IgG, and IgA), and PCR.

Presence of SARS-CoV-2 in the lower genital tract of women with active COVID-19 infection: A prospective study.

SARS‐CoV‐2 may present in the lower genital tract of women with active COVID‐19 infection and the probability is significantly higher with high viral load.