Automatic detection and classification of disease in citrus fruit and leaves using a customized CNN based model / Detección y clasificación automática de enfermedades en frutas y hojas de cítricos utilizando un modelo basado en CNN personalizado

India's commercial advancement and development depend heavily on agriculture. A common fruit grown in tropical settings is citrus. A professional judgment is required while analyzing an illness because different diseases have slight variati ons in their symptoms. In order to recognize and classify diseases in citrus fruits and leaves, a customized CNN - based approach that links CNN with LSTM was developed in this research. By using a CNN - based method, it is possible to automatically differenti ate from healthier fruits and leaves and those that have diseases such fruit blight, fruit greening, fruit scab, and melanoses. In terms of performance, the proposed approach achieves 96% accuracy, 98% sensitivity, 96% Recall, and an F1 - score of 92% for ci trus fruit and leave identification and classification and the proposed method was compared with KNN, SVM, and CNN and concluded that the proposed CNN - based model is more accurate and effective at identifying illnesses in citrus fruits and leaves.

El avance y desarrollo comercial de India dependen en gran medida de la agricultura. Un tipo de fruta comunmente cultivada en en tornos tropicales es el cítrico. Se requiere un juicio profesional al analizar una enfermedad porque diferentes enfermedades tienen ligeras variaciones en sus síntomas. Para reconocer y clasificar enfermedades en frutas y hojas de cítricos, se desarrolló e n esta investigación un enfoque personalizado basado en CNN que vincula CNN con LSTM. Al utilizar un método basado en CNN, es posible diferenciar automáticamente entre frutas y hojas más saludables y aquellas que tienen enfermedades como la plaga de frutas , el verdor de frutas, la sarna de frutas y las melanosis. En términos de desempeño, el enfoque propuesto alcanza una precisión del 96%, una sensibilidad del 98%, una recuperación del 96% y una puntuación F1 del 92% para la identificación y clasificación d e frutas y hojas de cítricos, y el método propuesto se comparó con KNN, SVM y CNN y se concluyó que el modelo basado en CNN propuesto es más preciso y efectivo para identificar enfermedades en frutas y hojas de cítricos.

A rare optineurin mutation in an Indian family with coexistence of JOAG and PCG

Purpose: This study focused on the genetic screening of Myocilin (MYOC), Cytochrome P450 family 1 subfamily B member 1 (CYP1B1), Optineurin (OPTN), and SIX homeobox 6 (SIX6) genes in a family with coexistence of primary congenital glaucoma (PCG) and juvenile open?angle glaucoma (JOAG). Methods: Sanger sequencing was used to examine the coding region of all four genes. Six different online available algorithms were used for the pathogenicity prediction of missense variant. Structural analysis was done using Garnier–Osguthorpe–Robson (GOR), PyMol, ChimeraX, and Molecular Dynamic (MD) Simulations (using Graphics Processing Unit (GPU)?enabled Desmond module of Schrödinger). Results: There were a total of three sequence variants within the family. All seven algorithms determined that a single mutation, G538E, in the OPTN gene is pathogenic. The loops connecting the strands became more flexible, as predicted structurally and functionally by pathogenic mutations. Mutations create perturbations and conformational rearrangements in proteins, hence impairing their functioning. Conclusion: In this study, we describe a North Indian family in which members were having JOAG and PCG due to a rare homozygous/ heterozygous mutation in OPTN. The coexistence of two types of glaucoma within a single pedigree suggests that certain OPTN mutations may be responsible for the onset of different glaucoma phenotypes.

Comparison of Multisystem Inflammatory Syndrome (MIS-C) and Dengue in Hospitalized Children

Objective Multisystem infammatory syndrome (MIS-C) in children is a febrile illness that has overlapping presentation with other locally prevalent illnesses. Clinicolaboratory profle of children admitted with MIS-C and dengue were compared to understand their presentation at the outset. Methods This was a retrospective study of children?12 y admitted with MIS-C (WHO defnition) or laboratory-confrmed dengue between August 2020 and January 2021 at a tertiary center in North India. Results A total of 84 children (MIS-C - 40; dengue - 44) were included. The mean (SD) age [83.5 (39) vs. 91.6 (35) mo] was comparable. Rash (72.5% vs. 22.7%), conjunctival injection (60% vs. 2.3%), oral mucocutaneous changes (27.5% vs. 0) and gallop rhythm (15% vs. 0) were seen more frequently with MIS-C, while petechiae [29.5% vs. 7.5%], myalgia (38.6% vs. 10%), headache (22.7% vs. 2.5%), and hepatomegaly (68.2% vs. 27.5%) were more common with dengue. Children with MIS-C had signifcantly higher C-reactive protein (124 vs. 3.2 mg/L) and interleukin 6 (95.3 vs. 20.7 ng/mL), while those with dengue had higher hemoglobin (12 vs. 10.2 g/dL) lower mean platelet count (26 vs. 140× 109 /L), and greater elevation in aspartate (607 vs. 44 IU/L) and alanine (235.5 vs. 56 IU/L) aminotransferases. The hospital stay was longer with MIS-C; however, PICU stay and mortality were comparable. Conclusion In hospitalized children with acute febrile illness, the presence of mucocutaneous features and highly elevated CRP could distinguish MIS-C from dengue. The presence of petechiae, hepatomegaly, and hemoconcentration may favor a diagnosis of dengue.

Synthetic Hydroxyapatite Bone Graft Substitute In Sinus Augmentation - A Histological Analysis

Aim: Material And Method:To see the effect of synthetic Hydroxyapatite bone graft substitute in sinus augmentation. A lateral window was cut on the buccal aspect of the maxilla on the posterior region in the area of molar I/II and after carefully lifting the sinus membrane, bone graft was packed and a collagen membrane was placed on top of it. After a period of 8 months the site was re-entered to take bone sample for histological analysis using a trephine, at the same time, implant (Bioner Top DM, 4/10) was placed at the surgical site. The surgical site healed well. G-Bone hasResults: shown good bone growth histologically. The surgical site healed well. G-Bone has shown good bone growthConclusion: histologically.

Netarsudil monotherapy as the initial treatment for open-angle glaucoma and ocular hypertension in Indian patients: A real-world evaluation of efficacy and safety

Purpose: Glaucoma is the second leading cause of blindness worldwide, affecting more than 64 million people aged 40–80. The best way to manage primary open?angle glaucoma (POAG) is by lowering the intraocular pressure (IOP). Netarsudil is a Rho kinase inhibitor, the only class of antiglaucoma medications that reorganizes the extracellular matrix to improve the aqueous outflow through the trabecular pathway. Methods: An open?label, real?world, multicentric, observation?based 3?month study was performed for assessing the safety and ocular hypotensive efficacy of netarsudil ophthalmic solution (0.02% w/v) in patients with elevated IOP. Patients were given netarsudil ophthalmic solution (0.02% w/v) as a first?line therapy. Diurnal IOP measurements, best?corrected visual acuity, and adverse event assessments were recorded at each of the five visits (Day?1: screening day and first dosing day; subsequent observations were taken at 2 weeks, 4 weeks, 6 weeks, and 3 months). Results: Four hundred and sixty?nine patients from 39 centers throughout India completed the study. The mean IOP at baseline of the affected eyes was 24.84 ± 6.39 mmHg (mean ± standard deviation). After the first dose, the IOP was measured after 2, 4, and 6 weeks, with the final measurement taken at 3 months. The percentage reduction in IOP in glaucoma patients after 3 months of once?daily netarsudil 0.02% w/v solution use was 33.34%. The adverse effects experienced by patients were not severe in the majority of cases. Some adverse effects observed were redness, irritation, itching, and others, but only a small number of patients experienced severe reactions, as reported in a decreasing order: redness > irritation > watering > itching > stinging > blurring. Conclusion: We found that netarsudil 0.02% w/v solution monotherapy when used as the first?line treatment in primary open?angle glaucoma and ocular hypertension was both safe and effective.

Eating behaviours and perception about body shape among adolescent girls of Panjab University, Chandigarh

Introduction: Indians are experiencing nutritional and lifestyle transitions due to globalization and westernization. The study aimed to find out the current eating patterns and body shape concerns and various factors that influence eating behaviors and body shape concerns of late-adolescent girls. Material and Methods: A cross-sectional study was conducted among 230 undergraduate adolescent girl university students from 12 departments in the age group of 17–19 years. Eating attitude and body shape concerns of adolescents were determined by using the standard eating attitude test-26 (EAT-26) and body shape questionnaire (BSQ-34). Results: The duration of the study was 6 months and participants were selected by simple random sampling. The mean age of the study subjects was 18.52 (±0.63) years. The majority of subjects had an urban background (85%). Less than half had an exercise routine (44%) which was followed daily. As per body mass index (BMI) distribution, 19.57% were underweight, 11.3% were overweight and only 2.17% were obese. An unfavorable eating attitude was found in 18% of subjects whereas 38.2% had mild to the marked concern of body shape. There was a significant positive correlation between BSQ with BMI (r = 0.387, P ? 0.01) and BSQ-34 with EAT-26 (r = 0.367, P ? 0.01). Conclusion: Current study shows that late adolescent urban females are susceptible to eating disorders and are body image conscious. Institutional mechanisms should be brought in place to address the need of improving their eating habits and modification of lifestyle.

A STUDY OF HEMATOLOGICAL AND BIOCHEMICAL PARAMETERS IN ASSESSING SEVERITY IN COVID-19 PATIENTS

Background: The severity of COVID-19 could be evaluated by examining several blood parameters mainly white blood cell (WBC) count, granulocytes, platelet, and novel hemocytometric markers neutrophils to lymphocyte ratio (NLR), platelet-to-lymphocyte (PLR),lymphocyte to monocyte ratio (LMR) and biochemical parameters such as CRP,D-dimer,Serum ferritin, LFT, KFT etc. The present study has been carried out Methods and Material: on 100 RTPCR conrmed covid-19 patients over a period of one year from July 2021 to June 2022. Clinical features, investigations, and history of associated risk factors were extracted from case records.Samples were processed in Medonic M series ve part haematology analyzer.SELECTRA PRO M and ARCHITECT plus machine was used for LDH, AST, ALT,C- reactive protein (CRP),Serum creatinine and serum urea.Samples for electrolytes were processed in INNOLYTE MACHINE. The sample for D-dimer and PT INR were processed in STA SETELLITE Max haemostasis analyser. Samples for procalcitonin were processed in CARDIAMARKER HIA-1200 machine.Chi squre test was used for analyzing signicant correlation among different parameters and covid-19 severity.P value<0.05 was dened as statistically signicant for all statistical test. Statistical analysis used: Results:Retrospective observational study Among 100 RTPCR conrmed cases,40,36,20 and 4 were mild, moderate, severe and critical respectively.Total total neutrophils count signicantly raised in critical patients(p value<0.05) while absolute lymphocyte count was signicantly decreased in critical patients(p value<0.05).NLR was signicantly raised in critical patients and LMR,PLR were also signicantly related to disease severity.CRP,S.ferritin and D- dimer were signicantly raised in critical patients(p value<0.05).Besides above parameters, Serum LDH,Serum electrolytes,AST,AL,.PT-INR were also raised in critically ill patients(p value<0.05). The severity of COVID-19 can Conclusions: be identied at an early stage by following the different routine biochemical marker levels and subsequently improve prognosis.parameters

Real World Evidence of Bempedoic Acid on Efficacy and Safety in Patients with Uncontrolled LDL-c and at High Risk of CVD

Background and Objective: Cardiovascular disease (CVD) is a significant cause of morbidity and mortality worldwide, with high-risk patients requiring effective management to reduce their risk of cardiovascular events. Bempedoic acid is a novel therapeutic agent recently approved as an add-on therapy to statins in patients with uncontrolled LDL-c. Bempedoic acid inhibits cholesterol synthesis in the liver, which ultimately reduces the risk of cardiovascular events. Therefore, the present study aims to assess the efficacy and safety of bempedoic acid in patients with uncontrolled LDL-c (Previously on moderate or high-intensity statins) with a high risk of CVD in real-world settings. Methods: This is a multicenter, retrospective, observational study on the data of high-risk-CVD patients collected from Bempedoic Acid on Efficacy and Safety in patients (BEST) Registry. The clinical data of 140 patients who were already on statin therapy and were receiving Bempedoic acid at a dose of 180 mg, along with measurements of the level of LDL-c, HbA1c, HDL, TG, TC, PPPG, FPG, AST, ALT, serum creatinine was taken into consideration. The primary outcome includes a change in LDL-c level, and secondary outcomes involve a change in the level of HbA1c, HDL, TG, TC, PPPG, FPG, AST, ALT, and serum creatinine at week 12 and 24. Adverse events were reported at both time points. Results: A total of 140 patients were included in the present study with a mean age of 51.8 ± 9.2 years and had primary confirmed diagnosis of dyslipidemia with uncontrolled LDL-c. The mean levels of LDL-c decreased from the mean baseline value of 142.67 ± 46.49 mg/dL, to 106.78 ±33.92 mg/d; a statistically significant reduction by 23.23% (p < 0.01) at week 12. Similarly, at week 24, the mean LDL-c value reduced to 90.39 ± 38.89 mg/dL. A 33.38 % decrease was observed (p < 0.01). Other parameters such as non-HDL, FPG, PPPG, AST and serum creatinine also showed statistically significant reduction at week 12 and week 24. Conclusion: The present study demonstrates that bempedoic acid is an effective add-on medication in lowering LDL-c levels in high-risk CVD patients with uncontrolled LDL-c.

Use of Extracorporeal Membrane Oxygenation and Cerebral Oximetry in a Stage 1 Norwood Repair for Hypoplastic Left Heart Syndrome

The role of extracorporeal membrane oxygenation (ECMO) and its indications in stage I Norwood palliation are controversial. The decision to initiate ECMO and its timing remains difficult with no definitive cut?off points or evidence?based guidelines. It varies on a case?to?case basis. We report a case where the use of ECMO was beneficial after stage I Norwood palliation with severe ventricular dysfunction. The systemic?to?pulmonary artery shunt was kept open to balance the systemic and pulmonary circulations. Cerebral oximetry can be useful as an additional monitoring modality to guide management, monitor cerebral perfusion, and help detect cerebral steal.

Hand Foot Mouth Disease During the SARS-CoV-2 Pandemic: A Multicentric Study

Objectives: This prospective observational study aimed to identify the current trend of the circulating viral strains responsible for hand foot mouth disease (HFMD) outbreak in four tertiary care centers in Rajasthan, amidst the coronavirus disease (COVID-19) pandemic (April-October 2022). Methods: Cases with suspected HFMD, presenting to our skin outpatient department were assessed clinically and serologically (IgM antibodies against coxsackie virus (CV) A6, A16 and enterovirus 71) for evidence of the disease. Results: We identified 718 new HFMD patients (161 adults) with peaks in May and August, 2022. Male:female ratio decreased with increasing age. Most children were asymptomatic. A total of 385/409 patients assessed serologically, were found positive, most commonly against CV-A6. Conclusion: Though HFMD typically affects young children, an unusually higher proportion of adults were affected during the current pandemic. There were some differences between pediatric and adult presentation of HFMD.

Incidence and Risk Factor of Unintentional Fall Related Injuries Among Children in Tamil Nadu, India

Introduction: Injuries are a major global public health problem. There are very few community-based studies on childhood injury from India in this study, we identified the distribution and risk factors for fall-related child injuries in the Chengalpattu district, Tamil Nādu community. Methodology: A descriptive analysis was done among 710 children of age up to 14 years residing in the Kat-tankulathur region in Tamil Nādu. The appropriate number of samples were recruited using the cluster sam-pling method by dividing the subjects into separate clusters and from each cluster 40 samples were obtained. The information on fall-related injury was collected according to mechanism of ‘injury’ Results: The annual incidence of fall-related injuries was 9.1 %. About 72.3% of children had injuries at home and 36% of the persons had fractures in the upper limb. 42% of children had disability in their hands. The age, gender, education and type of family was significant to injury. Conclusion:Our study reported a higher incidence of Fall injuries in Tamil Nādu when compared other stud-ies done in India. Male children are the most common victims of injury and also identified homes, roads/streets as the most common places for the occurrences of fall injury in children.

Study of Effectiveness of Convalescent Plasma-therapy in Moderate to Severely ill COVID-19 Patients

Background : Convalescent Plasma-therapy, a classic adaptive immunotherapy used in the treatment of SARS, MERS and 2009 H1N1 pandemic with acceptable efficacy and safety in the past. Convalescent Plasma-therapy was taken into consideration in management of COVID-19 disease during the initial days of pandemic but was withdrawn later due to its doubtful beneficial role. This study aims to explore the beneficial role of Convalescent plasma and to determine whether Convalescent Plasma-therapy holds a second chance in treating SARS-CoV-2. Methods : This cross-sectional observational study includes 82 cases of moderate to severely ill COVID-19 patients who received Convalescent Plasma-therapy and 41 controls who didn抰. regular monitoring of Total Leukocyte Count (TLC), PaO2/FiO2 (PaO2 is partial pressure of Oxygen in arterial blood, fractional inspired oxygen (P/F ratio), Neutrophil to Lymphocyte Ratio (N/L ratio) inflammatory markers, respiratory rate, oxygen saturation, ABG and Radiological Imaging was done for comparative analysis. Results : In case group 39 patients (47.56%) were on oxygen mask, 17 patients (20.73%) on Non-invasive Ventilation (NIV), 9 Patients on Non-rebrether Mask (NRM) (10.97%), 16 patients (19.51%) on room air, 1(1.21%) on High Flow Nasal Cannula (HFNC) initially. After 7th day of Convalescent Plasma-therapy 49 patients (59.75%) were on room air which suggests significant improvement in mode of ventilation in case group as compared to Control Group. Mean respiratory rate in case group was 30.46 Cycles Per Minute (CPM) initially and 24.7 CPM on day 7th of Plasma-therapy which is statically significant. Conclusion : Plasma-therapy is effective if given in early stage of disease and Convalescent Plasma donors having adequate antibody titre.

Risk factors for secondary ocular hypertension in silicone oil-filled eyes following transconjunctival sutureless vitrectomy – A prospective cohort study

Purpose: Our aim was to determine the various risk factors for secondary ocular hypertension (OHT) following pars plana vitrectomy (PPV) with silicone oil (SO) injection. Methods: A prospective cohort study was performed on 46 eyes of 42 patients who underwent PPV with SO injection under a single surgeon between January 2020 and July 2021. Complete ophthalmological examination including gonioscopy and Goldmann applanation tonometry was performed preoperatively and on three postoperative visits, that is, day 7, day 30, and day 90. Axial length and lens thickness were measured at baseline using immersion A?scan. Anterior segment optical coherence tomography (OCT) was used for measuring anterior chamber depth (ACD) at baseline and at 3 months. Results: There was a statistically significant increase in intraocular pressure (IOP) (>21 mmHg) on day 7 (4.70 ± 7.754 mmHg), day 30 (5.24 ± 7.481 mmHg), and day 90 (2.39 ± 5.659 mmHg) (P<0.01 for all). Age <50 years, rhegmatogenous retinal detachment (RRD), and pseudophakia had a strong association with short?term OHT on day 7. Preexisting glaucoma was the only independent risk factor for long?term OHT (day 90). Higher baseline IOP and SO emulsification also contributed to long?term OHT. Conclusion: There was a statistically significant elevation in IOP at all postoperative visits. Short?term OHT was associated with younger age (<50 years), RRD, and pseudophakia. Patients with emulsified SO in the anterior chamber, higher baseline IOP, and preexisting glaucoma were at higher risk for long?term OHT.

Clinical presentation and fungal species distribution in otomycosis in a tertiary care hospital

Objective: Otomycosis is a common fungal ear infection in tropical and subtropical regions worldwide. This study aimed to perform mycological analysis on fungal debris from the external auditory canals of the patients to study the most common clinical presentation and fungal species distribution in otomycosis. Materials and Methods: Patients who met the inclusion criteria for this cross-sectional study were included and evaluated after providing written informed consent. After obtaining a thorough medical history, ear swabs for culture, sensitivity, and potassium hydroxide were provided. Patients with positive culture results were studied between September 2019 and March 2021. Results: Among 103 cases observed for 18 months in the Department of ENT, Rajarajeswari Medical College, and Hospital, Bengaluru, India, we found that males (56.31%) were more affected than females (43.68%). Itching (67.96%) was the most primary and common symptom that was observed, followed by pain (20.38%), and the most common predisposing factor was the usage of earbuds (26.21%) followed by water in the ear (23.3%) and oil in the ear (16.50%). Unilateral infection was most common (96%), and the left ear was most affected (64.07%). Aspergillus niger was the most common fungal isolate (60.19%), and otomycosis was very common in postmonsoon (October–December) (58.25%). Conclusion: The most frequent fungal isolates in otomycosis are from the Aspergillus and Candida species. The left ear was typically affected by otomycosis, which frequently had a unilateral predominance. The most common clinical symptoms were itching and pain.

Pharmacognostical Study of Leaf of Hamsapadi (Adiantum Lunulatum)

Pharmacognostical evaluation of leaves of Adiantum lunulatum is done for identification in field and for differentiation from other species of Adiantum. Methods: A detailed literary work of drug studied and its pharmacognostical, phytochemical and analytical study including powder microscopy and taste determination of leaves with suitable instruments. Results: Macroscopic evaluation reveals the pinnacles are half moon shaped, alternate, sub-opposite or opposite in apical portion of the frond, having lobes with minor incisions. In microscopic structure the two surfaces of pinna are covered by epidermis and epidermal cells are wavy in outline. The opening and closing of stomata will be regulated by guard cells, whereas there is absence of stomata on epidermis. The vascular cells are lined by an endodermal tissue. Transverse section of petiole showed that it is externally covered by an epidermis lined by cuticle on its outer wall which renders the petiole to be shining. Below the epidermis is a fairly thick hypodermis made up Sclerenchyma cells of 4-5 layers in thickness. They are dead cells compact in arrangement and look dark in colour. Powder microscopy of leaves reveals shows few Tracheids of the veins and the Parenchyma cells of the leaves. The Sori are very prominent structures occurring at the leaf margin, they are visible characteristically under the microscope. The Sori contain number of Sporangia each Sporangium is lined by cells with U shaped thickening having their outer wall thin in nature. Conclusion: This study will help in Authentication of Hamspadi plant.

Role of melatonin in attenuation of hemodynamic response to intubation and anesthetic requirements: a randomized, controlled, double-blind study

Abstract Background Melatonin has been studied to have anxiolytic, sedative, and analgesic effects. However, there is limited data on the effect of melatonin in the attenuation of hemodynamic response to intubation. We aimed to study whether preanesthetic oral melatonin attenuates hemodynamic responses to intubation and anesthetic requirements. Methods Sixty-four patients scheduled for laparoscopic cholecystectomy were randomized into melatonin or placebo group (n = 32 each). Melatonin group received two tablets (3 mg each) of melatonin, and the placebo group received two tablets of vitamin D3 120 min before induction. Hemodynamic parameters were recorded during induction and postintubation for 15 minutes. Total induction dose of propofol, total intraoperative fentanyl consumption, and adverse effects of melatonin were also noted. Results Postintubation rise in heart rate (HR) was less in the melatonin group compared to the placebo group (10.59% vs. 37.08% at 1 min, respectively) (p< 0.0001). Maximum percentage increase in systolic blood pressure (SBP), diastolic blood pressure (DBP), and mean blood pressure (MBP) was lesser in melatonin group than placebo group (SBP 9.25% vs. 37.73%, DBP 10.58% vs. 35.51%, MBP 9.99% vs. 36.45% at 1 min postintubation. respectively) (p< 0.0001). Induction dose of propofol (1.42 mg.kg-1 vs. 2.01 mg.kg-1) and the number of patients requiring additional fentanyl intraoperatively (3 vs. 11) were also significantly reduced in the melatonin group. Conclusion Premedication with 6 mg of oral melatonin resulted in significant attenuation of postintubation rise in HR, SBP, DBP, and MBP. It also reduced the induction dose of propofol, total intraoperative fentanyl consumption without any adverse effects.

Embryonal rhabdomyosarcoma of the uterine cervix in an adult female

ABSTRACT Embryonal rhabdomyosarcoma (RMS) of the female genital tract is an uncommon malignancy, presenting mainly in the pediatric and adolescent populations, primarily affecting the first two decades of life. This malignancy presentation in adulthood is rare and is seldom seen. The incidence of this tumor affecting adult females is approximately 0.4 - 1%, with the common site being the vagina. This tumor infrequently involves the cervix. RMS has a poor survival rate and once diagnosed, it requires aggressive management by radical surgery accompanied by chemoradiation. We present a case of an anaplastic variant of embryonal RMS of the uterine cervix presenting as a cervical polyp in a 36-year-old female who complained of dyspareunia and post-coital bleeding.

Endoscopic ultrasound-guided coiling and glue is safe and superior to endoscopic glue injection in gastric varices with severe liver disease: a retrospective case control study

Background/Aims@#Gastric varices (GV) are present in 25% of cirrhotic patients with high rates of rebleeding and mortality. Data on endoscopic ultrasound (EUS)-guided treatment in severe liver disease (model for end stage liver disease sodium [MELD-Na] >18 and Child-Turcotte-Pugh [CTP] C with GV) are scarce. Thus, we performed a retrospective comparison of endoscopic glue injection with EUS-guided therapy in cirrhotic patients with large GV. @*Methods@#A retrospective study was performed in the tertiary hospitals of India. A total of 80 patients were recruited. The inclusion criteria were gastroesophageal varices type 2, isolated gastric varices type 1, bleeding within 6 weeks, size of GV >10 mm, and a MELD-Na >18. Treatment outcomes and complications of endoscopic glue injection and EUS-guided GV therapy were compared. @*Results@#In this study, the patients’ age, sex, liver disease severity (CTP, MELD-Na) and clinical parameters were comparable. The median number of procedures, injected glue volume, complications, and GV obturation were better in the EUS group, respectively. On subgroup analysis of the EUS method (e.g., direct gastric fundus vs. paragastric collateral [PGC] coil placement), PGC coil placement showed decreased coil requirement, less injected glue volume, decreased luminal coil extrusion, and increased successful GV obturation. @*Conclusions@#EUS-guided treatment is more efficient and safer, and requires a smaller number of treatment sessions, as compared to endoscopic treatment in severe liver disease patients with large GV. Furthermore, PGC coil placement increases the complete obliteration of GV.