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| 1 | Fake News Classification Using a Fuzzy Convolutional Recurrent Neural Network显示文摘In recent years,social media platforms have gained immense popularity.As a result,there has been a tremendous increase in content on social media platforms.This content can be related to an individual’s sentiments,thoughts,stories,advertisements,and news,among many other content types.With the recent increase in online content,the importance of identifying fake and real news has increased.Although,there is a lot of work present to detect fake news,a study on Fuzzy CRNN was not explored into this direction.In this work,a system is designed to classify fake and real news using fuzzy logic.The initial feature extraction process is done using a convolutional recurrent neural network(CRNN).After the extraction of features,word indexing is done with high dimensionality.Then,based on the indexing measures,the ranking process identifies whether news is fake or real.The fuzzy CRNN model is trained to yield outstanding resultswith 99.99±0.01%accuracy.This work utilizes three different datasets(LIAR,LIAR-PLUS,and ISOT)to find the most accurate model. | Dheeraj Kumar Dixit Amit Bhagat Dharmendra Dangi | 2022 | Computers, Materials & Continua2022，，6： | 1 |
| 2 | Antioxidant potential and radioprotective effect of soy isoflavone against gamma irradiation induced oxidative stress显示文摘 | Amit Kumar Dixit Deepti Bhatnagar Vineet Kumar D. Chawla K. Fakhruddin Deepak Bhatnagar | 2011 | Journal of Functional Foods2011，，1： | 1 |
| 3 | Antioxidant potential and radioprotective effect of soy isoflavone against gamma irradiation induced oxidative stress显示文摘 | Amit Kumar Dixit Deepti Bhatnagar Vineet Kumar | 2012 | Journal of Functional Foods2012，4，1： | 1 |
| 4 | Antioxidant potential and radioprotective effect ofsoy isoflavone against gamma irradiation induced oxida-tive stress显示文摘 | Amit Kumar Dixit Deepti Bhatnagar Vineet Kumar?etal | 2012 | Journal of Functional Foods2012，4，1： | 1 |
| 5 | Sentiment Analysis on Social Media Using Genetic Algorithm with CNN显示文摘There are various intense forces causing customers to use evaluated data when using social media platforms and microblogging sites.Today,customers throughout the world share their points of view on all kinds of topics through these sources.The massive volume of data created by these customers makes it impossible to analyze such data manually.Therefore,an efficient and intelligent method for evaluating social media data and their divergence needs to be developed.Today,various types of equipment and techniques are available for automatically estimating the classification of sentiments.Sentiment analysis involves determining people’s emotions using facial expressions.Sentiment analysis can be performed for any individual based on specific incidents.The present study describes the analysis of an image dataset using CNNswithPCA intended to detect people’s sentiments(specifically,whether a person is happy or sad).This process is optimized using a genetic algorithm to get better results.Further,a comparative analysis has been conducted between the different models generated by changing the mutation factor,performing batch normalization,and applying feature reduction using PCA.These steps are carried out across five experiments using theKaggledataset.The maximum accuracy obtained is 96.984%,which is associated with the Happy and Sad sentiments. | Dharmendra Dangi Amit Bhagat Dheeraj Kumar Dixit | 2022 | Computers, Materials & Continua2022，，3： | 0 |
| 6 | Exploring the medicinal heritage: traditional applications of vertebrates and their by-products in human and veterinary remedies in India显示文摘Indigenous peoples are the custodians of traditional knowledge,encompassing their ideas,innovations,and methods.Throughout history,both plants and animals have served as valuable sources for medicinal remedies,capable of treating or preventing illnesses.This article aims to offer a concise overview of the traditional medical uses of vertebrates and the derived products in both human and veterinary medicine.Animal species are utilized as raw materials,and the resulting products are employed to cure a wide array of ailments.In different regions of India,indigenous peoples have diverse traditional applications for vertebrates and their by-products,which are utilized to treat human and animal illnesses.In various parts of India,medical practices involve the use of forty percent mammals,seven percent birds,eleven percent reptiles,eight percent fish,and two percent amphibians.Kerala employs around 69 different animal species and their by-products for the treatment of human and veterinary ailments.Similarly,the Theni district of Tamil Nadu utilizes 69 animals,the state of Madhya Pradesh employs 18 animals,the state of Tripura utilizes 25 animals,and the state of Assam employs 44 animals for the treatment of human and veterinary illnesses.Consequently,the main objective of this review is to provide a summary of the traditional therapeutic applications of animals and the resulting products. | Manuhar Sharma Kushal Thakur Sunil Kumar Rakesh Kumar Danish Mahajan Bhavna Brar Dixit Sharma Amit Kumar Sharma | 2023 | Life Research2023，6，3： | 0 |
| 7 | Identification and quantitative estimation of Emodin in Rhei Emodi Wall.Rhizome and the relevant polyherbal ayurvedic formulation显示文摘The present study explored quality control of plant drug and polyherbal formulation using HPTLC and HPLC fingerprinting.The study combined qualitative analysis of Emodin and Rhein biomarker compound in Rhei Emodi Wall.rhizome extract and polyherbal formulation extract by HPTLC method with quantitative estimation of Emodin by HPLC method,aiming to help in accurate identification of Emodin and Rhein in plant materials,polyherbal formulations.This study also checked adulteration,with the purpose of improving bio-efficacy of ayurvedic formulation.All the samples showed characteristic peaks of Emodin at same retention time as that of standard Emodin.According to the HPTLC fingerprinting results,the Rf values of Rhein reference standard at 0.42 and Emodin at 0.62 were observed in test solution of Rhei emodi Wall.rhizome extract and polyherbal formulation extract and both were found comparable.The quantitative evaluation of Emodin present in the polyherbal formulation and Rhei emodi Wall.rhizome extracts were 0.0177% and 0.3106% respectively. | Ajay Kumar Meena R.Ilavarasan Arjun Singh Lavkush Sharma Amit Dixit N.Srikanth | 2021 | Asian Journal of Traditional Medicines2021，16，6： | 0 |
| 8 | Anti-cancer effects of sitagliptin,vildagliptin,and exendin-4 on triple-negative breast cancer cells via mitochondrial modulation显示文摘Triple-negative breast cancer(TNBC)cell line MDA-MB-231 is known for Warburg metabolism and defects in mitochondria.On the other hand,dipeptidyl peptidase-IV(DPP-IV)inhibitors such as sitagliptin and vildagliptin and GLP-1 agonist exendin-4 are known to improve mitochondrial functions as well as biogenesis,but no study has evaluated the influence of these drugs on mitochondrial biogenesis on metastatic breast cancer cell line.We have recently reported anticancer effects of 5-aminoimidazole-4-carboxamide riboside on MDA-MB-231 cells via activation of AMP-dependent kinase(AMPK),which activates the downstream transcription factors PGC-1α,PGC-1β,or FOXO1 for mitochondrial biogenesis;above-mentioned incretin-based therapies are also known to activate AMPK.This study evaluated the effects of sitagliptin,vildagliptin,and exendin-4 on MDA-MB-231 cells and the underlying changes in mitochondrial biogenesis,were examined.Treatment with sitagliptin(100μM),vildagliptin(100μM),and exendin-4(10 nM)for 72 h to MDA-MB-231 cells led to a decrease in viability indicated by MTT assay,cell migration by scratch,and transwell migration assays,accompanied with marginal reduction in cell numbers along with the apoptotic appearance,the rate of apoptosis,and decreased lactate content in conditioned medium.These changes in the cancer phenotype were accompanied by an increase in the mitochondrial DNA to nuclear DNA ratio,increased MitoTracker green and red staining,and increased expression of transcription factors PGC-1α,NRF-1,NRF-2,TFAM,and HO-1.Pre-treatment of cells with these incretin-based drugs followed by 48 h treatment with 1μM doxorubicin increased doxorubicin sensitivity as observed by a decrease in viability by MTT assay.Thus,sitagliptin,vildagliptin,and exendin-4 exert their beneficial effects on TNBC cells via an increase in mitochondrial biogenesis that helps to switch Warburg metabolism into anti-Warburg effect.Therapeutic response was in the order of:sitagliptin>vildagliptin>exendin-4. | POOJA JAISWAL VERSHA TRIPATHI ANSHUL ASSAIYA DHARMENDRA KASHYAP RAHUL DUBEY ANAMIKA SINGH JANESH KUMAR HEM CHANDRA JHA RAJESH SHARMA AMIT KUMAR DIXIT HAMENDRA SINGH PARMAR | 2022 | BIOCELL2022，46，12： | 0 |
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