Classification framework for medical diagnosis of brain tumor with an effective hybrid transfer learning model

Brain tumors (BTs) are deadly diseases that can strike people of every age, all over the world. Every year, thousands of people die of brain tumors. Brain-related diagnoses require caution, and even the smallest error in diagnosis can have negative repercussions. Medical errors in brain tumor diagnosis are common and frequently result in higher patient mortality rates. Magnetic resonance imaging (MRI) is widely used for tumor evaluation and detection. However, MRI generates large amounts of data, making manual segmentation difficult and laborious work, limiting the use of accurate measurements in clinical practice. As a result, automated and dependable segmentation methods are required. Automatic segmentation and early detection of brain tumors are difficult tasks in computer vision due to their high spatial and structural variability. Therefore, early diagnosis or detection and treatment are critical. Various traditional Machine learning (ML) techniques have been used to detect various types of brain tumors. The main issue with these models is that the features were manually extracted. To address the aforementioned insightful issues, this paper presents a hybrid deep transfer learning (GN-AlexNet) model of BT tri-classification (pituitary, meningioma, and glioma). The proposed model combines GoogleNet architecture with the AlexNet model by removing the five layers of GoogleNet and adding ten layers of the AlexNet model, which extracts features and classifies them automatically. On the same CE-MRI dataset, the proposed model was compared to transfer learning techniques (VGG-16, AlexNet, SqeezNet, ResNet, and MobileNet-V2) and ML/DL. The proposed model outperformed the current methods in terms of accuracy and sensitivity (accuracy of 99.51% and sensitivity of 98.90%).

Mehdhar S. A. M. Al-Gaashani Mehdhar s. a. m. al-gaashani

Antiemetic activity of iyengaria stellata and valoniopsis pachynema in chicks

The current study was conducted to explore the antiemetic activity of two marine algae, Iyengaria stellata Børgesen (Phaeophycota) and Valoniopsis pachynema Børgesen (Chlorophycota), by chick emesis model. Emesis was induced by copper sulphate (50 mg/kg), and the extracts were tested orally at 150 mg/kg. Chlorpromazine (150 mg/kg orally) was used as a standard antiemetic drug. The results showed that methanol extracts of both seaweeds have antiemetic activity.

Dr. Salman Ahmed Dr. salman ahmed

Arenaria serpyllifolia l.: a review of medicinal uses, phytochemistry and pharmacology

Arenaria serpyllifolia L. is a medicinally important plant found in subtropical and temperate regions of the Himalayas from Nepal to Kashmir. The plant is used traditionally to treat kidney and bladder-related problems. Flavonoids and xanthone-containing compounds, such as epicatechin, japonicumone, quercetin, etc, are reported in the plants. Plants have shown Inhibitory effects on Carboxyl esterase

Dr. Salman Ahmed Dr. salman ahmed

Analysis of association of vitamin d3, hemoglobin and ferritin with special respect to libyan patients

Anemia, iron deficiency and iron deficiency anemia are common blood disorders. The role of vitamin D was agreed to be regulating in calcium and phosphate absorption and bone metabolism and its deficiency is observed as a crucial nutritional problem. Vitamin D is created under the skin by ultraviolet light. It is usually get vitamins from the food; however, in the case of vitamin D, there simply are not enough rich food sources for people to get adequate amounts in their diet. Its effects on the prevention of diseases such as cardiovascular disease and anemia has received much attention recently. To get sufficient vitamin D, need to be exposed to sunshine or use supplements. Vitamin D3 was found in the largest population as a deficiency. With regard to hemoglobin was the subject whom has less normal range of hemoglobin (19.05%) than international normal range, and in ferritin the low population number was the subject whom has less normal range of ferritin than WHO normal range. The population who has low ferritin also has low vitamin D3 and variable hemoglobin. According international guidelines, optimizing nutrition with daily or intermittent (1 to 3 times per week) iron supplementation, should be considered a first-line intervention in high-risk or high-prevalence groups. Although it is probably less effective than daily iron supplementation, intermittent iron appears to be a useful and cost effective way of controlling anemia and iron deficiency anemia. This may indicate that a positive relation between the low concentration parameter of vitamin D3 and ferritin level but no significant correlation with hemoglobin.

Mediterranean Journal of Pharmacy and Pharmaceutical Sciences Mediterranean journal of pharmacy and pharmaceutical sciences

The reliability and validity of the vietnamese translation of same-sex marriage scale

Vietnam, in many ways, remains a Confucian nation. The Confucian heritage touches many aspects of people’s lives. In this context, homosexuals do not face severe punishments, but face social stigma or public misunderstanding. Same-Sex Marriage is also not accepted because of limited legal support. Therefore, there is a need to study attitudes towards same-sex marriage in Vietnam. The purpose of this article was to validate a Vietnamses version of the Attitudes Toward Same-Sex Marriage Scale (ATSM) designed by Pearl & Galupo (2007) in a Vietnamese population. The sample in this study was 570 students from six universities in Ho Chi Minh City, Vietnam. The data collection method used was face-to-face questionnaire. Students completed the Attitudes Toward Same-Sex Marriage Scale and other variables in the questionnaire. The respondent’s characteristics also explored through the survey include: gender, what year students are from, religion of the students, what region students are from and their ethnicity. The study found the Vietnamese translation of the ATSM scale both reliable and valid and suitable for research use.

Le Minh Tien Le minh tien

Prevalence of gastrointestinal helminth parasites of local chicken slaughtered at jalingo market, taraba state, nigeria

Gastrointestinal parasites constitute a serious problem to poultry production in Africa. But often times they are usually ignored by the majority of farmers. Whereas, it is one of the major leading causes of ill-health and high mortality rates in the poultry industry. This study was conducted to determine the prevalence of gastrointestinal parasites of chicken slaughtered at the Jalingo market. A total of 500 gastrointestinal tracts of local chicken comprising of 250 from males and 250 from females were collected from the poultry slaughtering and dressing section of the Jalingo market, and screened for gastrointestinal helminths using the saturated sodium chloride floatation techniques. An overall prevalence of 28.6% (143/500) was recorded with a prevalence of 16.8% (84/500) in males and 11.8% (59/500) females. Nine different species parasites comprising five nematodes and four cestodes, were recorded. Nematodes were the most predominant intestinal parasite with a prevalence rate of 89 (62.2%). And Ascaridia galli 45 (50.5%) was found to be the most prevalent nematode. Other nematodes observed were Capillaria annulata 13.4% (12/89), Heterakis gallinarum 2.2% (2/89), Strongyloides avium 32.5% (29/89), and Syngamus trachea 1.1% (1/89) having the lowest prevalence. Railliatina tetragona 57.4% (31/143) was the most prevalent cestode recorded. Other Cestodes were Hymenolepis carioca 27.7% (15/54), Raillietina cesticellus 12.9% (7/54), and Davainea proglottina 1.8% (1/54). No trematode was recorded in this study. This study showed that nematodes and cestodes were the common helminth parasites in local chicken. There is therefore the need for educating the farmers on the impact of gastrointestinal parasite infection in chicken and the need to institute good management practices so as to reduce their effects on productivity. Sex of the chicken had no statistically significant difference (X2 = 6.12, df = 1; P > 0.05) on the prevalence of helminths.

Bitrus Inuwa Bitrus inuwa

The impact of turbulence and phytoplankton dynamics on foam formation, seawater viscosity and chlorophyll concentration in the eastern english channel

This study examines the first occurrence of non-toxic dinoflagellate blooming of Gonyaulax polygramma and Chaetoceros sp in Ambon Bay that occurred for almost three weeks in January 2019 and it caused the watercolor became red brown. The objective of this study was to identified phytoplankton species and their abundance that cause red tide in the Inner Ambon bay. Phytoplankton samples were collected, temperature, salinity and Secchi depth were measured simultaneously on the 11th and 21st January 2019 (nortwest monsoon) at fifteen sampling stations in Inner Ambon Bay. The results show that the maximum abundance of G. polygramma, Chaetoceros affinis, C. danicus and C. decipiens were found in the greatest concentration up to 20×109, 9.0x106, 5.8x106 and 3.8x105 cells.L-1, respectively. They were found either in the form of a single cell or in chains. The very high abundance of cells of those species made the waters become red brown but there was no reports of fish killed during this red tide phenomena. This is the first time report of blooming phytoplankton Gonyaulax polygramma, Chaetoceros affinis, C. danicus and C. decipiens occurred in Ambon bay during the dry season where the recorded waters temperature and salinity ranged from 30-32ºC and 29-33 psu, respectively and the secchi depths ranged from 2 to 6m. These results show this is the first report of the red tide phenomena in the Inner Ambon bay during the dry season and it occurred for a long period caused by combination of the high abundance of G. polygramma Stein, Chaetoceros affinis, C. danicus and C. decipiens.

Irma Kesaulya Irma kesaulya

Footprints of swine influenza h1n1 and h3n2 in pigs from southern kaduna, nigeria

Influenza A virus presents a significant public health burden worldwide, with the 1918 Spanish flu pandemic being the most dramatic example. Swine influenza viruses can be transmitted to humans through occupational exposures and in live pig markets. Novel variants can emerge in pigs because they can be infected by human, avian and swine strains. This study was carried out to determine the seroprevalence and serotypes of swine influenza in pigs from a major slaughter slab in southern Kaduna. Using competitive ELISA and haemagglutination-inhibition (HI) assays, 305 swine sera were analysed. The result showed an overall seroprevalence of 28.20% (n=86), with H3N2 7.87% (n=24) emerging as the most dominant subtype in circulation. Concurrent antibody detection of H1N1 in 5.26% (n=16) was also detected in boar 2.62% (n=8) and sows 2.62% (n=8). This study revealed swine Influenza H1N1 and H3N2 serotypes are in circulation in pigs in Kaduna State, and that reassortment in the instance of co-infection of swine host is possible.

Bitrus Inuwa Bitrus inuwa

The effects of covid-19 pandemic on the follow-up and treatment process of gynecological cancers and breast cancer

The present review was written to describe the effects of the COVID-19 pandemic on followup and treatment process of gynecological cancers and breast cancer in accordance with current literature, guidelines from national and international cancer associations. Recommendations were provided based on the consensus conference model. In the follow-up and treatment process of gynecological cancers and breast cancer, there are many factors, such as the clinical course of patient, the possibility of an emergency of the patient, the stage of the cancer and the current status of the chemotherapies. Although opinions in all types of cancer differ among themselves, general beliefs are postponement of non-urgent surgical operations, re-evaluation of chemotherapy processes, postponing appointments for new nonurgent diagnoses, reducing the length of hospital stay of patients in emergency procedures, conducting consultations by telemedicine or telephone, treatment of patients with COVID-19 suspicions after 15 days, planning biopsies or surgeries according to the staging status of cancers and planning conferences as video conferences in cases that require a multidisciplinary approach. Patients diagnosed with cancer during the COVID-19 pandemic should not be lost, followup and treatment should be continued without disruption, patients should be remembered to be in the high-risk group in this process and necessary hygiene measures should be taken in both follow-up and treatment concerning risks and COVID-19 pandemics.

Reyhan Aydin Doğan Reyhan aydin doğan

Épuisement des réserves et conflits fonciers inter-collectivités dans l’ouest de la région des savanes au nord-togo

L’émergence des territoires et l’épuisement des saltus stimulent des questions foncières longtemps restées en veilleuse. Au T ogo en général et spécifiquement dans l’Ouest de la Région des Savanes, la terre est une propriété privée des lignages. Le droit foncier y repose sur la prééminence du droit du premier occupant et matérialisé par une divinité appelée Tingban. L’insuffisance des preuves de prééminence et l’authenticité des fétiches, source de droit, opposent souvent les collectivités. La présente étude décrit l’épuisement des ressources foncières et analyse les conflits fonciers qui opposent les collectivités dans l’Ouest de la Région des Savanes. La méthodologie adoptée repose sur l’observation participante, la recherche documentaire et les entretiens. Les résultats révèlent de nombreuses disputes socio-foncières qui opposent les lignages, les villages et les cantons. Les collectivités contestent entre elles, les droits de paternité sur les terres dans 74% des cas alors que 26% des querelles foncières sont dus aux remises en cause des limites des propriétés collectives. Ces contestations plongent leurs racines dans la complexité du droit foncier coutumier fondé sur la prééminence du droit du premier occupant. Elles sont aussi liées à la non maîtrise des limites des domaines fonciers lignagers et des territoires cantonaux respectivement par les descendants, les chefs de villages et les chefs de cantons.

Assanvo

The intricate mechanisms of functional foods oyster mushroom and fenugreek on type 2 diabetic animal model

Mushrooms and fenugreek are widely used to reduce hyperglycemia, and fenugreek is also used as a culinary ingredient to enhance flavor and aroma. This study is aimed at investigating the underlying mechanisms of the hypoglycemic effects of mushrooms and fenugreek in a Type 2 diabetic rat model. Adenosine monophosphate (AMP)–activated protein kinase (AMPK) functions to reduce hyperglycemia through insulin-independent pathways and protects beta-cells. Diabetic model rats were administered standard diets supplemented with 5% oyster mushroom powder (mushroom-treated (MT) group) and 5% fenugreek seed powder (fenugreektreated (FT) group) for 8 weeks. The results showed improvements in both glycemic and lipid profiles, with both oyster mushroom and fenugreek enhancing the phosphorylation of AMPK in muscle tissue. However, no effect on insulin secretion was observed. These findings suggest that both substances reduce hyperglycemia through an insulin-independent pathway. In silico analysis of both mushroom and fenugreek seed extracts revealed bioactive compounds having a strong binding affinity to α-glucosidase, which suggests mushroom and fenugreek supplements might control postprandial blood glucose levels.

Arafat Hassan Razon Arafat hassan razon

Design of english corner extracurricular activities in the 4.0 industrial revolution era at madrasah ibtida'iyah

English Corner extracurricular activities are one of the choices for students to be able to learn English with more fun. Through the English Corner extracurricular program, the Madrasah provides provisions for its students to face the era of the industrial revolution 4.0. The purpose of this research is to add insight and to know the mechanism of the English corner extracurricular through the development, implementation, assessment, and evaluation of the English corner extracurricular in the 4.0 revolution era at MI Roudlotul Ulum Banyuwangi. This type of research is qualitative research with a descriptive design. Data collection techniques using interviews, observation, and documentation. Data analysis used the concept of Miles and Huberman. The validity of the data was measured by means of triangulation of sources and techniques. The results showed that 1). The development of the English corner extracurricular in facing the 4.0 industrial revolution pays attention to human resources, needs, infrastructure, talents, and interests. 2). The implementation of the English corner extracurricular is almost the same as learning in general and is made more relaxed so that it is more comfortable in its implementation. 3). This English corner extracurricular assessment uses a written manual assessment, after which it is recapitulated and entered into the Digital Report Card Application (ARD). 4). This English corner extracurricular evaluation is carried out every six months or at the end of the semester, taking into account the development and implementation that was carried out in the previous semester.

EDUCARE: Journal of Primary Education Educare: journal of primary education

Evaluate the ethiopian vat (value added tax) tax system against principles of good taxation giving conclusion for policy implications

Abstract This paper evaluates the Ethiopian VAT tax type based on ten good tax principles that are: Equity and Fairness, Certainty, Convenience of payment, Economy in collection, Simplicity, Neutrality, Economic Growth & Efficiency, Transparency & Visibility, Minimum tax Gap, Appropriate Government revenue. The findings of this evaluation revealed VAT which six principles are under positive effect in Ethiopia meets of six Conon of the good tax system. Those are: Certainty for taxpayers, Convenience at the time of payment, neutrality, economic growth and efficiency, transparency and visibility, appropriate government revenue. Finally, the author suggests recommendation that could be used by the government in general and tax authorities in particularly in the preparation of future tax proposal reform and issuance of any directive, proclamation, rule, and procedure which is going to implemented need to encapsulate this Canon as Guiding route to improve service delivery and alleviating problem emanated from shortcoming from the administration.

Dereje lemma lalisho

Deep learning techniques to improve radio resource management in vehicular communication network

This paper investigates the deep learning techniques to improve radio resource management (RRM) in vehicular communication network (VCN). In this paper, the deep learning algorithms are highlighted which are used for RRM. Deep learning technique in RRM is basically used to train the model using various algorithms of resource management including network data. Various machine learning tools will be helpful to get best solutions for resource allocation in a large cellular network.

Vartika agarwal Vartika agarwal

Business sustainability: the trend of human resource disclosure based on malaysian evidence

This paper aims to investigate the trend of human resource disclosure (HRD) quality based on publicly disclosed annual reports of 235 Malaysian listed companies. The data was collected through content analysis method using HRD index. The results reveal that there is an increasing trend of HRD quality from 2010 to 2014. However the significant increase is only between 2012 and 2013. This study provides empirical support for Institutional theory’s coercive isomorphism, through its findings on quality of HRD. This is because, the related disclosure regulations and the Malaysian government policy through Malaysia Plan may have significantly influenced firms to increase HRD quality in their annual reports.

Asyraf Afthanorhan Asyraf afthanorhan

Strategic marketing - blog entry

Marketing refers to the actions that elevate customer value by motivating them to purchase the organisation's products or services (Kusumadewi, 2019). An organisation with strong capabilities must exhibit strong marketing capacities to effectively introduce its offerings to new markets (Lee and Falahat, 2019). Marketing strategies are part of an organisation's corporate strategy, which refers to the set of choices an organisation makes to develop and capture value across its business over time. As corporate strategy essentially drives financial performance (Sull et al., 2018), effective marketing strategies must be selected to ensure the organisation's attainment of objectives and long-term success.

Zamzam Abdelazim Zamzam abdelazim

Standardization of artificial diet for the mass rearing of helicoverpa armigera

Experiment was carried out to standardize the artificial diet for mass rearing of Helicoverpa armigera (Hübner) under laboratory conditions. The average length and breadth of egg was 0.51±0.06 mm, 0.46±0.37 mm and 0.52±0.03 mm, 0.48±0.62 on artificial and natural diet. The average length and breadth of first, second, third, fourth and fifth instar larvae was 1.40±0.09 mm, 0.46±0.02 mm and 1.42±0.01 mm, 0.47±0.16 mm and 4.03±0.22 mm, 0.66±0.07 mm and 4.31±0.01 mm, 0.89±0.25 mm and 8.19±0.36 mm, 1.57±0.63 mm, and 10.29±0.72 mm, 1.87±0.91 mm and 18.70±0.44 mm, 2.78±0.040 mm and 20.15±0.03 mm, 3.17±0.55 mm and 26.01±0.19 mm, 4.09±0.39 mm and 27.32±0.027 mm, 5.88±0.69 mm, respectively with the average duration of 2.69±0.32 and 2.54±0.29, 3.77±0.65 and 3.79±0.11, 3.88±0.49 and 3.72±1.23, 5.35±0.55 and 5.72±0.91 and 6.61±0.008, 6.46±1.07 days, respectively on artificial as well as on natural diet. The average length and breadth of adult male and female was 18.01±0.48 mm and 35.09±1.25 mm, 18.51±1.04 mm and 38.11±1.37 mm, 19.00±0.18 mm and 19.10±0.49 mm, 37.75±1.27 mm and 41.23±1.69 mm, respectively. The average pre-oviposition, oviposition and post-oviposition period was 2.52±0.86 and 2.76±0.84 days, 4.93±0.78 and 5.08±0.90 days and 0.65±0.49 and 0.79±0.93 days, respectively. The total life cycle of male and female was 40.50±2.29 and 41.81±1.89 days and 42.59±1.77 and 43.80±1.93 days.

DR. BABU LAL JAT Dr. babu lal jat

Early diagnosis model of alzheimer’s disease based on hybrid meta heuristic with regression based multi feed forward neural network

Alzheimer Disease is a chronic neurological brain disease. Early diagnosis of Alzheimer illness may the prevent the occurrence of memory cellular injury. Neuropsychological tests are commonly used to diagnose Alzheimer’s disease. The above technique, has a limited specificity and sensitivity. This article suggests solutions to this issue an early diagnosis model of Alzheimer’s disease based on a hybrid meta-heuristic with a multi-feed-forward neural network. The proposed Alzheimer’s disease detection model includes four major phases: pre-processing, feature extraction, feature selection and classification (disease detection). Initially, the collected raw data is pre-processed using the SPMN12 package of MATLAB. Then, from the pre-processed data, the statistical features (mean, median and standard deviation) and DWT are extracted. Then, from the extracted features, the optimal features are selected using the new Hybrid Sine cosine firefly (HSCAFA). This HSCAFA is a conceptual improvement of standard since cosine optimization and firefly optimization algorithm, respectively. Finally, the disease detection is accomplished via the new regression- based multi-faith neighbors’ network (MFNN). The final detected outcome is acquired from regression-based MFNN. The proposed methodology is performed on the PYTHON platform and the performances are evaluated by the matrices such as precision, recall, and accuracy.

Dr. Rajasekhar Butta Dr. rajasekhar butta

Is decision-making process a mediator of the relationship between economic factor and international academic destination?

International students are the bedrocks of the global higher education market. Thus, worldwide, higher education institutions (HEIs) focus most international marketing efforts on understanding the complexities surrounding this student market. Recent studies on international higher education reveal the choices made by this student cohort and a wide variety of factors influencing such selections. This present study focuses on a student decision that is made under a set of options. Using structural equation modelling (SEM), this study aims to investigate the relationships of economic factor and decision-making process with the choice of international academic destination. Results, conclusions, and recommendations are discussed.

Johnny Amora Johnny amora

Body image and identity: a look into select short stories of bhabendra nath saikia"

The human body has been theorized in many ways, including the entire notion of the woman as a human creation. It is generally agreed that this concept refers to our perceptions, thoughts, and feelings about our bodies, which influence our behaviour about our bodies. The article examines numerous authors whose individual genealogies meet on the common ground of identity theory and women's lives and is supported by a theoretical framework based on conceptions of identity, body-image and self-image in women and feminist discourse. This paper probes into the concepts of identity in women through the literary canvas of Dr. Bhabendra Nath Saikia and demonstrates the effects of body image and self-image on the development of identity. Of course, an extensive discussion of the short stories of Dr. Saikia is beyond the scope of this paper. The aim of this paper is to analyse the concepts through the two short stories short titled "Dhura Xaap" (ঢ োৰো সোপ 1958) and "Sringkhol" (শ ৃংখল, 1970) by Dr, Bhabendra Nath Saikia. The paper seeks to explore the concepts of self-image, identity and body image through three female characters ‘Chandrika’, ‘Janeki’ and ‘Ambika’.

Banani Das Banani das

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