CASE REPORT | April 15, 2024
Surgical Removal of Recurred Pyogenic Granuloma Using Diode Laser in a Pediatric Patient: A Case Report
Dr. Nehal Ahmad, Mahendra Kumar Jindal, Saima Yunus Khan, Dr. Imam Azam, Dr. Mohammed Atif
Page no 63-68 |
DOI: 10.36348/sjodr.2024.v09i04.001
A pyogenic granuloma is an exophytic inflammatory lesion that can develop in the oral cavity. It is a benign proliferation of capillary blood vessels which causes it to bleed easily. It can often cause difficulty in mastication and trouble in performing oral hygiene procedures. The primary course of treatment is surgical excision combined with meticulous curettage of the surrounding tissues and the elimination of the causing factor. The present case is of a nine-year-old boy who complained of a recurred swelling in the lower front teeth region. After making clinical diagnosis of pyogenic granuloma, diode laser was employed for its excision. There was favorable healing within a week and no-recurrence was seen in one year follow-up. Diode lasers can be utilized for minimally invasive operations that cause less discomfort to patients, improved hemostasis, and no need for suture. This paper describes the successful use of diode laser for excising a recurred pyogenic granuloma with a detailed description of clinical, radiographic, and histopathologic features.
Asia's first human milk bank was established at SION hospital in Mumbai on November 27, 1989 by Dr. Armida Fernandez, the pioneer of milk banking in India. Approximately 3000 to 5000 newborns receive assistance from this milk bank annually. It takes between 800 and 1200 litres of human milk a year to nourish sick and vulnerable newborns in the Neonatal Intensive Care Unit. The Human Milk Bank (Comprehensive Lactation Management Centre) provides assistance to new moms so they can pump milk, breastfeed their newborns, and supply extra milk to hospitalised unwell infants. There are now ten operational milk banks in India. A programme known as a "human milk bank" gathers, preserves, and distributes human breast milk following screening. Breast milk is given to sick and preterm newborns who are at risk, as well as in certain cases when mothers are unable to give their kids enough milk. Breastfeeding moms who are unrelated to the babies receiving the milk donated it. There is a screening process that mothers must go through in order to donate their excess breast milk. This includes a health examination and a questionnaire. Every breast milk donation is examined, heated to a high temperature, and then frozen to be given to infants in need.
ORIGINAL RESEARCH ARTICLE | April 15, 2024
The Impact of High-Fidelity Simulation on Undergraduate Nursing students Performing Safe Medication Administration: A Systematised Review
Azzah Mohammed Alaklabi, Dr. Louise Mccallum, Ms. Ambelorfam Manikam
Page no 97-109 |
DOI: 10.36348/sjnhc.2024.v07i04.003
High-fidelity simulation (HFS) stands out as a pivotal asset in nursing education, particularly for honing medication administration skills. This review, aligned with PRISMA guidelines, analyzed 148 studies spanning 2012 to 2023, with only seven meeting inclusion criteria. Despite methodological limitations in the selected studies, a consistent trend suggests that HFS significantly enhances knowledge, competence, and confidence in safe medication administration among undergraduate nursing students. Importantly, the selection of HFS or other approaches should be contingent upon specific goals and intended learning outcomes. Notably, intervention groups consistently outperformed control groups, underscoring HFS's efficacy in elevating students' capabilities. However, the overall quality of the included studies was moderate, highlighting the need for more robust methodologies in future research. This study underscores HFS as a valuable approach in nursing education, providing essential insights for effective teaching practices. It emphasizes the imperative to consider alternative approaches based on educational goals and learning outcomes while advocating for further research on cost-effectiveness, measurement tools, and optimal simulation session duration.
ORIGINAL RESEARCH ARTICLE | April 15, 2024
Sedentary Lifestyle Impacts Challenging Gait-Motor Components in Hispanic-Latinos Living with HIV
Martín G. Rosario
Page no 67-74 |
DOI: 10.36348/jaspe.2024.v07i04.002
HIV can cause numerous health-related complications, which can lead to disabilities that affect the quality of life. Purpose: The primary objective of this study was to conduct a thorough investigation of the potential effects of a sedentary lifestyle (SDL) on the cardio-motor profile of Hispanic Latinos living with HIV. Methods: A submaximal cardiovascular test (Ross Test) was conducted to obtain cardiomotor results. Retrospective data was collected from the cardiomotor data, which was collected from records of members enrolled at the HIV fitness center in San Juan, Puerto Rico. Results: Two hundred ninety-one participants were designated 250 in the non-SD and SD groups. The SD group displayed a comparable Cd4 count value (626.3+/-334.5) to the non-SD group (677.9+/-453.1). Both groups had comparable CD4 counts. An ANOVA comparison determined variations in the SD group, with a reduced treadmill inclination distinguished from the counterpart. Conclusion: Motor parameters are deficient in patients with both conditions. It seems the more challenging gait motor components are the first signs of those surviving with HIV who live an SDL. We encourage healthcare providers to incorporate specific cardio-motor items alluded to in this investigation to identify the process influencing gait that further alters the quality of life of those with HIV.
ORIGINAL RESEARCH ARTICLE | April 13, 2024
The Impact of External Debt and Exchange Rate Volatility on Domestic Consumption in Sub-Saharan Africa
Ashaolu Tina Morenike, Egbon Peter Chukwuyem
Page no 102-115 |
DOI: 10.36348/sjef.2024.v08i04.002
Domestic consumption as the driver of economic growth in any country influences productive activities, employment, and macroeconomic policy decisions. The literature concentrated mostly on income and the interest rate as the determinants of domestic consumption with the recent addition of changes in the real exchange rate and its volatility as critical factors influencing consumption decisions, as countries are becoming open to the global market. However, with the current external debt crisis in Sub-Saharan African countries, this study examined the impact of external debt and exchange rate volatility on domestic consumption in Sub-Saharan Africa in both the short run and long run; sampling twelve Sub-Saharan African countries for the period of 1990–2021. The study utilized a pooled mean group (PMG) estimator of dynamic heterogeneous panel technique and generated exchange rate volatility using generalized autoregressive conditional heteroscedasticity (GARCH). Our study discovered that while external debt service has a huge negative impact on domestic consumption in the long run, the external debt stock has a long-run positive and significant impact on domestic consumption. Moreover, the exchange rate in Sub-Sahara Africa is persistently volatile and its volatility has both positive and negative impacts on domestic consumption. Our study suggests that external debt may be used to stimulate domestic consumption if it is channeled into infrastructure development and productive activities with high yields to service and liquidate the debt while stabilizing the exchange rate.
ORIGINAL RESEARCH ARTICLE | April 13, 2024
Association of Glutathione S Transferase M1, T1, P1 (GSTM1, GSTT1, GSTP1) Gene Polymorphisms with Sickle Cell Anaemia Complications in North Kordofan State, Sudan
Mona M. S. Salama, Mahdi H. A. Abdalla, Nasr Eldeen Ali Mohammed Gaufri
Page no 89-99 |
DOI: 10.36348/sjm.2024.v09i04.003
Sickle cell anaemia (SCA) is an inherited blood disorder that is characterized by chronic haemolysis and episodes of many clinical complications. The number of people living with sickle cell disease globally increased from 5.46 million in 2000 to 7.74 million in 2021. This study aimed to investigate the association of glutathione S transferase M1, T1, P1 (GSTM1, GSTT1, GSTP1) gene polymorphisms with SCA complications. This was a case-control and hospital-based study, conducted in the SCA center, Alkuaiti Hospital, North Kordofan state, Sudan. Following informed consent, one hundred twenty-six participants were recruited to this study, 63 were SCA patients attending Alkuaiti Hospital, and 63 age and gender matched apparently healthy individuals as the control group. The full blood count was done using an automated hematological analyzer, genotyping of the GSTM1 and the GSTT1 polymorphisms were determined using multiplex polymerase chain reaction, while genotyping of the GSTP1 was determined using a polymerase chain reaction-restriction fragment length polymorphism (PCR-RFLP) method. Complications data were collected from admission and discharge records. 52.4% (n=33) from the case group were male and 47.6% (n=30) were females. The GSTM1 genotypes in the case group showed that the frequency of the GSTM1Null genotype was 57.1% and the GSTM1 present genotype was 42.9%, the GSTM1 genotypes in the control group showed that the frequency of the GSTM1Null genotype was 52.4% and the GSTM1 present genotype was 47.6%. The GSTT1 genotypes in the case group showed that the frequency of the GSTT1 Null genotype was 69.8%, and the GSTT1 present genotype was 30.2%. The GSTT1 genotypes in the control group showed that the frequency of the GSTT1 Null genotype was 49.8%, and the GSTT1 present genotype was 50.2%. The GSTM1 GSTT1 genotypes in the case group showed that the frequency of the GSTM1 GSTT1 Null genotype was 74.6%, and the GSTM1 GSTT1 present genotype was 25.4%. The GSTM1 GSTT1 genotypes in the control group showed that the frequency of the GSTM1 GSTT1 Null genotype was 77.7% and the GSTM1 GSTT1 present genotype was 22.3%. The GSTP1 genotype in the case group showed that the wild-type Ile/Ile was (15.9%), the heterozygous Ile/Val was (66.7%), and the homozygous mutant Val/Val was (17.4%). The GSTP1 genotype in the control group showed that the wild-type Ile/Ile was (3.2%), the heterozygous Ile/Val was (84.1%), and the homozygous mutant Val/Val was (12.7%). There were no statistically significant differences in the Hb, TWBCs, and PLTs between the GSTM1 genotypes (P.value =0.69, 0.47, 0.22) respectively also there were no statistically significant differences in the Hb, TWBCs, and PLTs between the GSTT1 genotypes (P.value = 0.84, 0.45, 0.48) respectively and the GSTM1 GSTT1 genotypes (P.value= 0.53, 0.70, 0.46) respectively. There were no statistically significant differences in the Hb, and TWBCs between the GSTP1 genotypes (P.value= 0.15, 0.36) respectively but there was a statistically significant difference in PLTs between the GSTP1 genotypes (P.value= 0.07). The study concluded that there were no statistically significant differences in the GSTM1 and the GSTM1 GSTT1 genotypes between the case group and the control group with (P.value= 0.36, 0.36) respectively and there were statistically significant differences in the GSTT1 and the GSTP1 genotypes between the case group and the control group with (P.value 0.014, 0.02) respectively. The GSTT1 present genotype was significantly associated with acute heart failure (P.value 0.02). The GSTP1 (val val) genotype was significantly associated with painful crisis and hepatomegaly as combined complications (P.value 0.008). The other GSTT1, other GSTP1, and GSTM1 genotypes revealed no significant associations with SCA complications.
ORIGINAL RESEARCH ARTICLE | April 13, 2024
High Sensitivity C-Reactive Protein as an Independent Risk Factor for Preeclampsia with Severe Features
Dr. Mossa. Nupur Aktar, Dr. Zakia Sultana, Dr. Marfoonnahar Smriti, Dr. Kazi Sanzida Haque, Dr. Nadia Islam, Dr. Umme Salma Shilpi, Dr. Popy Rani Kundu, Dr. Shah Noor Sharmin, Dr. Supria Rani Pal, Dr. Najmatun Jikria, Dr. Sadia Dora
Page no 181-186 |
DOI: 10.36348/sijog.2024.v07i04.006
Background: One of the most dangerous complications of pregnancy and a major contributor to maternal and perinatal morbidity and death is preeclampsia. The goal of the current study was to measure the level of inflammation in severe preeclampsia by measuring serum high-sensitive C-reactive protein (hs-CRP) and establishing a relationship between hs-CRP and blood pressure. Objective: The aim of this study is to evaluate the impact high sensitivity C-reactive protein as an independent risk factor for preeclampsia with severe features. Methods: The cross-sectional study was carried out in the Department of Obstetrics & Gynecology of Dhaka Medical College Hospital, Dhaka, from July 2022 to June 2023. A total of 200 patients were enrolled and analyzed in this study. The questionnaire was pretested, corrected and finalized. Data were collected by face-to-face interview and analyzed by appropriate computer based programmed software Statistical Package for the Social Sciences (SPSS), version 24. Results: In this study, majority 95 (47.5%) of the patients were in 21 – 30 years age group and 60 (30.00%) patients were in >30 years age group, Mean±SD of age was 27.12 ± 4.12 years. Most of the patients 150 (75.00%) were housewife and 50 (25.00%) patients were service holder. About 55 (27.5) patients were completed their graduation, 50 (25.00%) were completed higher secondary and 20 (10) were illiterate, most of the patients 145 (72.5%) came from rural area and 55(27.5) patients came from urban area. Nullipara was found in 75 (37.5%) patients and multigravida was found in most of the patients 110 (55.00%). Antenatal care was found irregular in 105 (52.5%) patients. Preterm pregnancy was found in majority 145 (72.5%) of the patients. Systolic and diastolic blood pressure were found higher and hsCRP was also found higher in PE with severe features. APGAR score was found less in 65 (32.5%) neonate at birth and APGAR score was found good in 55 (27.5%) neonate at 5 minutes. Average birth weight was found in 75 (37.5%) neonates, LBW was found in 85 (42.5) neonates and very LBW was found in 40 (20.00%) neonates of PE with severe features patients. Intrauterine growth retardation and prematurity were found in 75 (37.5%) and 20 (10.00%) neonates, admission to NICU was needed for 45 (22.5%) neonates, birth asphyxia was found in 15 (7.5%) neonates and stillbirth was occured in 35 (17.5%) cases. Conclusion: An exaggerated systemic inflammatory response, which may produce reactive oxygen species and worsen endothelial dysfunction, is present in preeclampsia. Clinical signs of hypertension and proteinuria in preeclampsia result from this. Preeclampsia-related maternal mortality and systemic complications may be reduced with early identification. hsCRP may therefore be a valuable gauge of preeclampsia severity.
CASE REPORT | April 10, 2024
A Case Report of Successful Treatment of Squamous Cell Carcinoma with Excellent Esthetic Results
Ayoub El Massnaoui, Sami Amraoui, Nabila Sellal, Mohamed El Hfid
Page no 86-88 |
DOI: 10.36348/sjm.2024.v09i04.002
This case report describes the successful treatment of a squamous cell carcinoma (SCC) of the lip with brachytherapy in a 36-year-old man. The patient presented with a 03 cm ulcerated lesion on the lower lip classified as T2N0, which biopsy confirmed to be SCC. Due to the location of the lesion and the patient's preference for minimally invasive treatment, brachytherapy was chosen. The patient received 40.05Gray, 4.5 Gray per session in 09 sessions. Follow-up examinations showed complete resolution of the lesion with minimal adverse effects. This case highlights the efficacy, tolerability and good esthetic result of brachytherapy in the treatment of SCC of the lip.
REVIEW ARTICLE | April 10, 2024
Using Blended Learning with eduAI to Improve Vietnamese University Students' Learning Experiences
Thai Hoang Le, Hai Son Tran
Page no 59-66 |
DOI: 10.36348/jaspe.2024.v07i04.001
This study investigates how to improve Vietnamese learners' learning experiences by utilizing the benefits of blended learning systems in conjunction with eduAI technology. This paper presents an innovative way to enhance students' learning capabilities and the quality of their education through the implementation of an actual case study. The creation of flexible and efficient e-Course development requires the unwavering backing of information technology. Here, artificial intelligence technology called eduAI has helped teachers by offering a particular eight-part model that will guide and support them as they create e-courses that adhere to the Blended Learning model.
ORIGINAL RESEARCH ARTICLE | April 9, 2024
Assessment of Knowledge, Attitude and Practice of Donors Towards Blood Donation and Outcome of an Intervention to Change the Behavior of Donors- A Systemic Review
Dr. Fatema Easmin, Professor. Dr. Md. Ashadul Islam
Page no 231-237 |
DOI: 10.36348/sjmps.2024.v10i04.005
Introduction: Blood donation is a remarkably safe medical procedure; however, it is affected by attitudes, beliefs, and knowledge level. Nevertheless, blood is a veritable tool in many life-saving situations. Despite the increased demand for blood, the supply of safe blood has been inadequate. Although blood is the essence of life, and is one of the most precious donations; blood transfusion services are facing shortage of blood all over the world. A significant percentage of people have false beliefs about blood donation. Increase in the level of knowledge and correction of false beliefs should be the top most priority. Therefore, studying factors contributing to their knowledge, attitude and practice of blood donation is essential. There are studies that investigated the effectiveness of interventions or procedure changes in blood donation settings on outcomes including donor deferral, disclosure of risk factors, and rates of errors and omissions. Researchers also identified several interventions to improve donor compliance that have been tested in blood donation settings and provided evidence for the effectiveness of computerized interviews in improving detection of risk factors. Interventions can utilize the processes of change (POC) measure to guide stage matched interventions to encourage use of relevant experiential and behavioral strategies to increase blood donation. Interventions to recruit and retain blood donors in the general population have been classified into six approaches: motivation, reminders and commitments, altruism, measurement of cognitions, incentives, cognition based. Effective recruitment and retention are two different processes and may require different approaches. For example, retention may be influenced more by interventions that focus on actions during or after donation rather than interventions prior to the blood donation appointment. Educational intervention was effective in improving the knowledge and attitude towards voluntary blood donation among medical students. Continuous enlightenment will influence potential blood donors to have better knowledge and positive attitude toward voluntary blood donation.
ORIGINAL RESEARCH ARTICLE | April 9, 2024
An Appraisal of the Admissibility of Confessional Statement in a Trial Court in Nigeria
Emokpae, Lugard Amadin, Abdulsalami, Lucky Tijani
Page no 145-156 |
DOI: 10.36348/sijlcj.2024.v07i04.003
Confessional statements are important ingredience in criminal justice in Nigeria. A confession is an acknowledgment made by a person charged with a crime at any moment, admitting or implying that he committed that crime. Confessions are covered by sections 27 to 32 of the Evidence Act 1990 in Nigeria as well as section 28 to 31 of the Evidence Act of 2011. The specific goals are a critically examination of the circumstances under which confessional statements are admissible, to determine the effect of retracted confessional statements in criminal trials in Nigeria, as well as the circumstances under which confessional statements may be vitiated and to apply the findings in decided cases. To attain these goals, normative or doctrinal research is considered appreciate. This study found that where an inducement, threat, or promise was issued, any subsequent confessional statement obtained would be inadmissible. This study also reveal that a confession does not become inadmissible simply because the accused denies having made it; rather, the court must satisfy itself that the accused made the statement of his own free will and choice and without duress.
REVIEW ARTICLE | April 9, 2024
Iron Oxides' Influence on the Thermal Decomposition of Pure Ammonium Perchlorate: A Comprehensive Review
O. Sai Siddhartha, S. V. Satyanarayana
Page no 35-44 |
DOI: 10.36348/sijcms.2024.v07i04.001
The combustion of ammonium perchlorate (AP) has long been a focal point in the development of solid rocket propellants, with particular attention paid to the catalytic effects of iron oxides. Beginning in the 1950s, researchers have diligently studied the kinetics and mechanisms underlying AP combustion, with a focus on both micron-sized and nano-sized iron oxide catalysts due to their widespread application in rocket formulations worldwide. This research effort specifically excludes investigations involving alternative iron oxide-based catalysts, such as doped or mixed oxides, or supported iron oxides, as they are not commonly utilized in major rocket propellant formulations. Despite variations in specific parameters like activation energy and heat of dissociation, the fundamental understanding of AP decomposition with iron oxides remains consistent with earlier findings. Notably, micron-sized catalysts have minimal impact on the low-temperature decomposition (LTD) of AP but can influence high-temperature decomposition (HTD) by altering decomposition temperatures and reducing activation energy. In contrast, nano-sized catalysts tend to accelerate the reaction to such an extent that the LTD phase is often bypassed altogether due to the rapid consumption of NH3, a crucial component in the process. However, the transition to nano-sized particles presents a new challenge: the propensity for particle agglomeration. Current research endeavours are therefore dedicated to devising effective strategies to mitigate this issue and harness the full potential of nano-sized iron oxide catalysts in rocket propellant formulations.
REVIEW ARTICLE | April 9, 2024
The Latest Studies for the Manufacture of Nanoparticles in Iraq during the Last Ten Years Ago
Marwa Amin Al-Rawi, Ghuffran Muhammed Hassan, Hayfaa Mahmood Fahad
Page no 79-87 |
DOI: 10.36348/sjls.2024.v09i04.001
Silver nanoparticles (AgNPs) have gained immense consideration recently as a result of their exceptional properties and diverse interference in a variety of fields. The AgNPs synthesis involves various and biological, chemical, and physical methods, each offering distinct compensations in terms of size control, stability, and reproducibility. Physical methods, such as irradiation, result in monodisperse nanoparticles with excellent control over size and shape. Chemical techniques, like reduction with reducing agents or chemical precursors, offer scalability and control over nanoparticle size. Moreover, green synthesis methods employing plant extracts, fungi, and bacteria have emerged as eco-friendly alternatives, reducing the reliance on hazardous chemicals. Characterization of AgNPs is necessary to understand their characteristics and potential applications fully. Techniques such as X-ray diffraction (XRD), UV-Vis spectroscopy, light scattering (DLS), transmission electron microscopy (TEM), and scanning electron microscopy (SEM), dynamic are commonly used to identified anf characterized the nanoparticles. The applications of AgNPs span across several sectors. In the biomedical field, AgNPs exhibit potent antimicrobial properties against a broad spectrum of pathogens, making them promising candidates for wound dressings, antibacterial coatings, and drug delivery systems. Additionally, their use in cancer therapy has shown potential for targeted drug delivery and localized hyperthermia treatment. However, despite their numerous applications, challenges remain in terms of toxicity and environmental impact. Research efforts are ongoing to address these concerns and develop safer nanomaterials. This review article concludes that silver nanoparticles represent a fascinating class of nanomaterials with immense potential in various fields. Continued research and development in the synthesis, characterization, and application of AgNPs will undoubtedly lead to new and exciting advancements in science and technology.
REVIEW ARTICLE | April 8, 2024
Clinical Implications of Anatomical Variations in the Sinonasal Region on Sinus Pathology: A Systematic Review
Abdul Malik, Shakera, Mohd Abu Bakr Quadri, Sohrab Husain
Page no 25-28 |
DOI: 10.36348/sijap.2024.v07i02.003
Hippocrates, the "Father of Rhinology," provided detailed descriptions of nasal polypoidal tumors and nasal complex from 460-370 B.C. His writings are the earliest known sinus anatomy, with anatomists studying primates and mammals focusing on paranasal air sinuses. This systematic review explores the link between anatomical variations in the sinonasal region and sinus pathology, providing a comprehensive understanding of the prevalence, types, and clinical implications, thereby aiding clinicians in making informed decisions and improving patient outcomes. A thorough search of PubMed, Google Scholar, Research Gate and PRISMA guidelines were used to perform this review, with subjects related to the study's title as the primary search criteria. We used the following search terms: nasal blockage, paranasal sinus, sinus pathology, and nasal-respiratory complex. Anatomical variations in the ostiomeatal complex, found in 83.5% of cases, significantly impact sinus drainage and ventilation, leading to sinus pathology. Variations like deviated nasal septum, concha bullosa, and agger nasi cells obstruct mucus and air flow, causing sinusitis. Studies show a clear association between anatomical variations and chronic sinusitis, highlighting the importance of considering these variations when evaluating patients with sinus pathology. Nasal polyps are another common pathology associated with anatomical variations in the sinonasal region. Sinusitis is the most common condition affecting the nose and paranasal sinuses, which are affected by trauma, tumors, and sphenoid sinuses. Staphylococcus bacteria, found on skin and nasal cavities, can infect people. Sinonasal disease encompasses a range of illnesses, from inflammatory to malignant, and is the fifth leading cause of antibiotic use and the highest frequency across all age groups. Research indicates a correlation between anatomical variations in the sinonasal area and sinus pathology, particularly in patients with chronic rhinosinusitis. Careful assessment and CT are crucial for identifying and treating these variations. Further research is needed to fully understand the clinical implications of these variations, as they can significantly impact sinus pathology and the management of sinus conditions.
REVIEW ARTICLE | April 8, 2024
Community Detection in Network: Algorithmic Approaches with Python Programming
Tran Dang Hung
Page no 192-204 |
DOI: 10.36348/sjet.2024.v09i04.001
Community detection is the identification of different communities or groups that exist within a network. This is useful in social network analysis (SNA) or what is great is performing whole network analysis (WNA), where humans interact with others as part of their various communities, but these approaches are not limited to the study of humans. These methods are to investigate any type of node that interacts closely with other nodes, whether those nodes are animals, hashtags, websites, or any other type of node in the network. In this work, we zoom in on communities that exist in a network. Community detection is a clear, concise, and appropriate name for what we are doing. Communities in the network would be worth exploring and understanding for further purposes. There are several methods and different approaches to detect community, but in this paper, I use two efficient methods to detect whole network which are named Louvain Method (LM) and Girvan-Newman Method (GNM). With LM, we can build a fast algorithm that is effective at community detection in massive networks and optimize the algorithm for better results. Using the GNM, a better approach that can identify the least number of edges that could be cut would result in a split network. We could do this by making an algorithm looking for the edges that the greatest number of shortest paths pass through.