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

Covid19 vaccine production in india – changing market scenario

India is in the midst of a severe second wave of Covid-19. As per the Global Commission for Post-Pandemic Policy by mid-April of 2021, India had manufactured nearly 17 percent of all Covid-19 vaccine doses globally. It was the world’s fourth-largest producer, after China (about 36 percent), the United States (about 22 percent) and the European Union (more than 17 percent). Even so, following a shortage of vaccines and with insufficient local production, Government of India decided to import more foreign vaccines with quicker approval process for vaccines accepted in US/EU markets. India is currently using made-in-India vaccines, namely, Covishield manufactured by Serum Institute India and Covaxin of Bharat Biotech in its COVID-19 immunisation programme. The shortcoming in the production of vaccines and its dissemination within the country urges one to understand who the local producers are and how the market is playing out. This paper looks at the evolving market structure of vaccine production in India in the textbook framework of an oligopoly market. We use secondary data sources and daily newspaper briefs.

Nandini Nandini

Bullockcart theology

India is a diverse land with a population of approximately 1.3 billion,1 placing India at the second position in the world in terms of population. Among these, Seventh-day Adventists' existence, as per the statistics of 2019, is 1.14 million.2 India is a richly diverse community, inclosing a diverse range of ethnic groups, each, not just different, but on occasion quite the opposite.

Santosh kumar Santosh kumar

Peningkatan mutu pengajaran sekolah dasar melalui pemanfaatan teknologi integratif

Pada awal terjadinya pandemi COVID 19, telah terjadi banyak hal yang mengakibatkan perubahan di tengah masyarakat. Salah satunya adalah di kegiatan belajar mengajar. Berangkat dari hal tersebut maka pada pertengahan Agustus 2020 dimulailah satu kegiatan untuk membantu para guru yang ada di daerah untuk bisa beradaptasi dengan perubahan terkait kegiatan belajar mengajar pada masa pandemi. Kegiatan ini dilaksanakan dalam beberapa bulan dengan dua kegiatan utama dilaksanakan secara daring dan kegiatan pendampingan juga secara daring. Pada April 2021 didapatkanlah hasil dari kegiatan ini yang sebagian besar menilai kegiatan positif dan membantu dalam aplikasi kegiatan belajar mengajar. Hanya saja yang disayangkan kegiatan ini tidak menjangkau banyak peserta.

Lila Maria Kaban Lila maria kaban

An application of modified path matrix approach for detection of isomorphism among epicyclic gear trains

The identification of isomorphism in epicyclic gear trains has been found a lot of attention by researchers for the last few years. Various methods have been suggested by different authors for the detection of isomorphism in planer kinematic chains and epicyclic gear trains (EGTs), but everyone has found some difficulties to address new issues. In this paper, a modified path matrix approach was presented in order to compare all the distinct geared kinematic mechanisms. A new method based on the matrix approach and corresponding train values is required to identify isomorphism among epicyclic gear trains and their mechanisms. The proposed method was examined on the basis of various examples from four-link, five-link, six links, and eight-link one-degree-of-freedom EGTs and six links two-degree-of-freedom EGTs. All the examples have been found satisfactory results with existing literature.

Jiyaul mustafa

Effect of resveratrol on total protein and albumin in type 2 diabetes wound healing in rats

Resveratrol, a polyphenol predominantly present in red grapes, has attracted interest due to its possible health advantages. The anti-inflammatory, antioxidant, and vasodilatory properties of this substance indicate that it may have a beneficial effect on wound healing in individuals with diabetes mellitus. This study aims to determine the role of resveratrol on type 2 diabetic wound healing on total protein and albumin levels in rats. 20 male adult Albino Wistar rats were rendered diabetic using a high-fat diet and an alloxan injection (120 mg/kg). The rats were grouped into four: non-diabetic control group (negative control), diabetic control group (positive control), diabetic treatment group 1 (resveratrol: 10 mg/kg) and diabetic treatment group 2 (resveratrol: 20 mg/kg). Excisional wounds were created and monitored for wound closure over a defined treatment period of 14 days. Studies were conducted and expressed using physical and biochemical indices. The data demonstrated wound healing activities via biochemical indices, and histological and macroscopic methods. There was a difference in fasting blood glucose between the diabetic control group with the treatment groups. There was a difference between the diabetic control group compared to the group treated with resveratrol 10 mg/kg and 20 mg/kg in the weight of the rats. There was no significant acceleration in total albumin and globulin levels in the diabetic wounded group treated with resveratrol (10 mg and 20 mg). The results suggest that resveratrol treatment does not affect on total albumin and globulin levels in diabetic rats.

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

Analyzing game strategies of the don’t get angry board game using computer simulations

In the research described in this paper, we used computer simulations to analyze and compare different types of game strategies in the popular board game Don't Get Angry. Following a brief introduction, we summarized a few previous research papers examining similar board games' game strategies. Next, after a review of the Don't Get Angry game's official rules, we outlined four strategies that can be applied to increase the likelihood of winning. We simulated 50,000 games in which all four players made their moves randomly and 50,000 games where each used a different strategy. We tracked how frequently each player finished first, second, third, or last during the simulations. Furthermore, we recorded how many rounds were needed to complete the game for each player, how many times the players’ pawns were kicked out and returned to their houses by other players, and the number of players’ remaining steps during every gameplay. From the analysis of the recorded data, we could conclude that significant differences exist in the chances of winning the game for the examined strategies when all players use different strategies. The results improve the specific domain knowledge for the Don't Get Angry board game. It may help create more vigorous computer opponents and encourage further study to create a tool for evaluating students' strategic thinking while playing.

Ladislav Végh Ladislav végh

What really matters: experiences of emergency remote teaching in university teaching and learning during the covid-19 pandemic

The COVID-19 pandemic and related lock downs have accelerated the need for online and remote teaching within university settings. However, due to the abrupt nature of the pandemic, many academic staff were not prepared for this forced transition. This study aimed to understand how the pandemic affected academics at a New Zealand university, with regards to their transition to emergency remote teaching. Specifically, it explores the challenges as well as benefits academics experienced during this transition. Recommendations for future online learning are also made. Academic staff (N 67) at a New Zealand University completed an anonymous online survey. Quantitative data were analyzed statistically using descriptive and inferential statistics, while qualitative data were analyzed thematically. Major challenges experienced included miscommunication from the university, concerns about student access to technology, finding a quiet space to work, lack of digital competence skills, too much screen-time, managing work hours, and work/ life balance. Benefits included enhanced flexibility, enhanced teacher creativity, increasing autonomy of learners, and reduced commute time. Looking forward, academic staff desired future teaching to include blended learning and virtual immersion. New strategies of working remotely are being explored to facilitate teaching and learning while catering to the preferences and skills of both educators and students. Our findings honor the considerable agility of academic staff who sought to sustain and enhance excellence in remote education. At an institutional level our findings point to the need for staff to be supported by their institutions as they further refine their work within new-found spaces

Gwen Erlam Gwen erlam

Assessment of community knowledge and awareness about ranitidine recall: a cross-sectional study

In April 2020, Food and Drug Administration (FDA) requested immediate withdrawal of all prescription and over the counter ranitidine products. Ranitidine recalled due to the presence of unacceptable level of carcinogenic substance N-nitosodimethylamine (NDMA). Several pharmaceutical manufacturers have issued ranitidine product recalls including brand and generic ranitidine. FDA alerts patients to stop using ranitidine and advised to talk with their health care professional about alternative treatments. In Libya, limited studies have been conducted to address people awareness and knowledge in this regard. The objective of this study was to assess people's awareness and behavior towards ranitidine recall and related issues. A cross-sectional study was conducted in Zawia city for two months. Online questionnaire was distributed to 300 participants. Descriptive statistics analysis using statistical package for social sciences (SPSS) version 26.0 was used. The study found that more than half of the participants and their family member were likely to utilize ranitidine inappropriately. They seem to consume ranitidine more often without medical consultation. The findings also showed that 82.5% of the participants that were using ranitidine obtained the drug from pharmacies after the date of announcing ranitidine withdrawal from the market by FDA. Furthermore, the vast majority of the participants were poorly informed or even they had no information about ranitidine toxicity and their perception of the dangers of continue use of this drug is limited. The participants argued that pharmacists do not provide slightly information about dispensed ranitidine. In conclusion, all results reported as benefits of the participants in the study whereas the participant's perception and awareness increased when a brief notification regarding the reason of ranitidine toxicity was provided.

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

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

Faktor-faktor kesulitan belajar matematika siswa madrasah ibtidaiyah da’watul falah kecamatan tegaldlimo kabupaten banyuwangi

Salah satu mata pelajaran yang dianggap sulit oleh siswa adalah matematika. Sehingga pelajaran ini kurang diminati siswa. Permasalahan inilah yang menyebabkan banyak siswa mengalami kesulitan belajar matematika. Rumusan masalah dalam penelitian ini yaitu: Kesulitan Belajar Matematika Siswa MI Da’watul Falah Kecamatan Tegaldlimo Kabupaten Banyuwangi Tahun Pelajaran 2018/2019? Sedangkan tujuan penelitian ini adalah untuk mendeskripsikan kesulitan belajar matematika siswa MI Da’watul Falah Kecamatan Tegaldlimo Kabupaten Banyuwangi. Penelitian ini menggunakan pendekatan kualitatif dengan jenis penelitian fenomenologi. Subjek penelitian dalam penelitian ini menggunakan purposive sampling. Teknik pengumpulan data yang digunakan adalah observasi, wawancara, dan dokumentasi. Sedangkan analisis data menggunakan model analisis Miles, Huberman dan Saldana yaitu data Condensation, data Display, serta Conclusion drawing/verivication. Adapun pengecekan keabsahan data yang digunakan adalah triangulasi sumber dan triangulasi teknik. Hasil penelitian ini menunjukkan bahwa kesulitan belajar matematika siswa disebabkan salahnya mindset yang dibangun dari awal oleh siswa, sehingga mereka kesulitan dalam memahami materi yang diajarkan di kelas. Adapun faktor-faktor yang menyebabkan kesulitan belajar terdiri dari faktor internal dan faktor eksternal.

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

An integrated perspective crucial research issues in noc router design

A new reliable high throughput NOC router design is proposed with FSM based smart arbiter module for 4X4 Mesh architecture. This design is based the XY routing algorithm with prioritized round robin arbitration and synthesis of the proposed design is done on Spartan III FPGA. An enhanced work is also done in this paper to explore the drawbacks of the exceptional techniques of the existing generation and to research the scope for overall performance improvisation of the NoC designing

Trupti Patil Trupti patil

Development of an optimal poly-1-order (op-1) model for approximating solar photovoltaic (pv) power generation

This study was conducted to develop and evaluate the Optimal Poly-1-Order (OP-1) model for approximating solar photovoltaic (PV) power generation. Using a mixed research method, the study employed Ibrahim’s simulation and prediction of grid-connected PV system theory with two objectives and their corresponding research questions. The study gathered primary and secondary data to approximate the implementation of a solar-PV system with an OP-1 model for generating electricity: optimizing energy production, load demands, and financial viability in the medical hostel facility of the University of Port Harcourt, Rivers State, Nigeria. With the use of simulation and descriptive methods of data analysis, results showed that the lighting system had 400 lights, each with 12W power. It operated for a total of 18 hours. Daily power consumption was 36,400 Wh. More so, it showed that 60 fans with 100W power were used during the same hours, resulting in a daily power usage of 108,000 Wh. Based on a comprehensive economic evaluation, the OP-1 solar-PV system was found to be economically viable for powering the medical hostel. The system met electricity demand, resulting in a remarkable 407% ROI and substantial savings for the grid, despite a lower optimized size of 193kW compared to the base peak generation of 383.90k. The study concluded and recommended that the proposed OP-1 Solar-PV power plant can meet the facility's electricity needs with a peak generation of 383.90kW and detailed energy analysis. Deploying this efficient solar-PV setup guarantees reliable and green electricity for the Medical Hostel, slashing the campus's carbon footprint and grid reliance.

FXintegrity Publishing Fxintegrity publishing

Screening of pigeonpea varieties through nylon bag no-choice bioassay for host plant resistance to helicoverpa armigera

Background: The legume pod borer, Helicoverpa armigera (Hübner), is one of the most damaging crop pests, including pigeonpea. Host plant resistance is a component of pest management and therefore, we standardize a nylon bag No-Choice Bioassay technique to screen for resistance to H. armigera under field conditions. Methods: Pigeonpea plants were infested with 24 h old 1, 2, 3, 4 and 5 larvae per plant inside the nylon bag. Observations were recorded on pod damage, larval survival, larval weight, pupation, adult emergence, and fecundity after 10 days. Result: Pigeonpea varieties AL-201, H03-41 and PAU-881 exhibited lower pod damage (15.89 to 19.77%) and larval weight (12.02 to 13.82 mg). The expression of resistance to H. armigera was associated with trichome density, pod wall thickness and higher amount of phenolic compounds and condensed tannins. Lower trichome density and thin pod walls and higher amounts of sugars rendered the varieties Paras, Manak and Pussa-992 more susceptible to H. armigera. Nylon bag assay can be used to screen and select pigeonpea cultivars for resistance to H. armigera.

DR. BABU LAL JAT Dr. babu lal jat

Exploring the needs and expectations of international students towards the national university of malaysia (ukm)

This study demonstrates main reasons for choosing The National University of Malaysia (UKM) by international students and their needs and expectations toward the University. The study also shows the obstacles faced by those students and their satisfaction towards UKM. A total of 108 questionnaires were distributed in the main campus to the respondents who came from ten diffident countries. The main reasons for choosing UKM were its high ranking, reasonable tuition fees, faculty, programmes, and lecturers respectively. The results revealed that the main obstacles faced international students were tough visa procedures, improper hostels, social isolation and discrimination, and bureaucracy. Both the facilities and services of UKM and the studying approach have met the expectations satisfaction of international students. Yet, both social relationship and participation in activities and living conditions in UKM hostels have disappointed international students and did not meet their satisfaction. This study suggested that UKM should establish counselling unit and organise regular meetings to listen to the problems and suggestions of those students. Volunteer and pre-enrolment activities should be organised to introduce the Malaysian culture and gather international students with their local peer. Moreover, international students should be provided upon their arrival to UKM by hostels that combine proper conditions of living at a reasonable price.

Mohammed Fadel Arandas Mohammed fadel arandas

Effect of calcium of lactose free millet milk on growth and development in albino weanling rats

Background:Calcium, the very important mineralhelps in growth and development ofinfants.Calcium helps in building strong bones, teeth,proper functioning of nerves and muscle, blood clot and in activating the enzymes that convert food into energy. Infants and Children are growing new bone all the time, they need continuous supply of calcium to support the healthy growth.Milk is the only food for infants which is richest source of calcium. Some infants are sensitive to lactose in milk because they have Lactose Intolerance. The present study aimsto develop an alternate milk forlactose intolerance infants with finger millet and pearl millet.Method:Traditional methods were used to process the milletswhich help in retaining and increasing the nutritional content in millets.The millet milk was analyzed for calcium content using the ICPMS.The millet milk was supplemented for 6 weeks to albino rats in comparison with cow milk. The tibia weight and length were measured and calcium content in tibia was analyzed. Result:The calcium content of the millet milk was 80mg/100mlwhere as in cow milk it was 120mg/100ml.The mean calcium content of the tibia inalbino rats was15.35±3.50mg/dl fed with millet milkand20.40±3.74mg/dl in rats fed with cow milk.Conclusion: The developed millet milk contain good amount of calcium on par with cow’s milk, it can be used as substitute milk for lactose intolerant infants.

Kimeera Ambati Kimeera ambati

Outcome of therapeutic keratoplasty in hopeless microbial keratitis cases otherwise advised evisceration

Purpose: To study the outcome of therapeutic keratoplasty in severe microbial keratitis cases otherwise advised evisceration. Methods: A retrospective, single-center clinical audit included 28 patients with severe microbial keratitis presenting from April 2014 to April 2016. Patients with microbial keratitis either affecting more than 2 quadrants of the limbus and/or cases with infections involving more than 180 mm2 of the cornea who were advised evisceration by more than one ophthalmologist were included. Cases with endophthalmitis were excluded. At 3 months, the outcome was “success” if resolution of infection occurred without recurrence and evisceration was not required. Success was termed “complete” if best vision was 6/24 or better and “partial” other- wise. The outcome was termed a “failure” if infection recurred in the graft or the eye was eviscerated. Results: Mean age of the patients (male:female, 17:11) was 49.5 years, and the mean duration of symptoms before surgery was 28.6 days. Evisceration was required in 2/28 cases. The outcome was “success” in 22/28 cases (78.6%)—complete (10/22); partial (12/22) —and “failure” in 6/28 cases. The outcome was poorer in general in fungal keratitis (n = 16) than bacterial keratitis (n = 7). Conclusions: Primary evisceration is best avoided in infections limited to the anterior segment. Even in hopeless cases, every eye deserves a fair chance.

Dr. Ashwani Kumar Ghai Dr. ashwani kumar ghai

A collective review of the synthetic approaches disclosed in prior patents to synthesize the renowned drug, lamotrigine

In this review work, we have extracted the essential details from prior patents about the synthesis of popular drug Lamotrigine. This initiative will provide a platform for the global researchers to invent new or innovate over the existing synthetic routes to isolate Lamotrigine with good yield and purity. The details of patents were sourced from “Google patents” search tool and the process specific details were elaborated with reaction schemes. In this context, twenty-four reactions schemes were tabulated for the better understanding of the disclosed ventures. The entire chronological exfoliation of details on the synthesis of Lamotrigine provides a clear evolutional vision of its synthetic flourish towards drug commercialization.

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

Securing video files using steganography method in android mobile

The development of smart phone technology has lead to denigrate of the phone prepared with many sophisticated features such as sensors. Camera is one of the most extensively used sensors. Although the photographs capture by camera can be shared via Multimedia Message Service (MMS) which allows broadcast of files like photographs, audio and video. A major problem of MMS is, it doesn’t provide adequate safety mechanism. Because of this, the data of the people who wants to conceal confidential information from state-controlled systems that can be easily monitored. Video Steganography is a technique to hide any type of files in any extension into a Video file. The idea proposed in this paper is to embed any kind of data in another file, which is called carrier file. The carrier file must be image video file. Steganography is the art of hiding messages inside other messages such that the very existence of the message is unknown to third party. In this paper, a steganography-based android mobile application that can insert the confidential information into an image, then into a video that can be send it to receiver. Finally we can extract the confidential information from the image in the receiver side.

Dr H Shaheen Dr h shaheen

Verbal and spatial working memory among drug-using hiv-infected men and women

Working memory (WM) is a critical component of many neurocognitive functions. The literature has demonstrated consistently that WM impairment is more frequent and severe among substance-dependent individuals (SDIs) infected with HIV compared with uninfected SDIs; however, the SDIs who participated in these previous studies were primarily male. There are few published data on WM performance among HIV+ women with or without substance use disorders, and essentially no direct comparisons of WM performance between HIV+ men and women, regardless of substance use. We investigated potential sex and serostatus effects on WM among a sample of 360 SDIs (114 with HIV; 66% female) verified abstinent from alcohol and drugs of abuse at testing and generally comparable on substance use and comorbid characteristics. Participants were tested with the n-back task, a well-established WM measure that is sensitive to HIV-associated cognitive impairment. HIV+ men and women performed spatial and verbal versions of the n-back significantly less accurately compared with HIV− participants. Women showed slower response times compared with men on both versions, regardless of HIV serostatus. Individuals dependent on cocaine showed faster RTs compared with non-dependent users, but this effect was not apparent among opioid- or alcohol-dependent groups. Findings on n-back accuracy are consistent with our previous proposal that WM impairment represents a signature deficit among HIV+ SDIs; however, WM impairment appears less common among HIV+ women without a substance use history. The pattern of sex differences in response speed but serostatus effects on response accuracy is comparable to a recent report by our group of sex differences in learning speed but serostatus effects on delayed recall.

Ben Spielberg Ben spielberg

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