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Harnessing LSTm Classifier to Suggest Nutrition Diet for Cancer Patients

Intelligent Automation & Soft Computing 2023年第2期35卷 2171-2187页

作者： S.Raguvaran S.Anandamurugan a.m.j.md.zubair rahman Department of Computer Science and Engineering Al-Ameen Engineering CollegeErode638115India Department of Information and Technology Kongu Engineering CollegeErode638060India Al-Ameen Engineering College Erode638115India

A customized nutrition-rich diet plan is of utmost importance for cancer patients to intake healthy and nutritious foods that help them to be strong enough to maintain their body weight and body *** nutrition-rich diet foods will prevent them from the side effects caused before and after treatment thereby minimizing *** work is proposed here to provide them with an effec-tive diet assessment plan using deep learning-based automated medical diet ***,an Enhanced Long-Short Term memory(E-LSTm)has been proposed in this paper,especially for cancer *** proposed method will be very useful for cancer patients as this would help them predict the foods which can be consumed by them based on the nutrition analysis of food *** classiﬁcation will be performed in E-LSTm by analyzing the two datasets,one with food images and another with cancer patients’*** an in-depth analysis of the major research papers concerning deep learning strategies to iden-tify the foods along with their nutrition composition,this method has been iden-tiﬁed as one of theﬁnest deep learning approaches that are used for classiﬁcation *** work has been identiﬁed as theﬁrst work producing a new layer for feature extraction and providing nutrition suggestions,especially for cancer patients using the LSTm *** accuracy of prediction and classiﬁcation will be improved by the dedicated layer for feature extraction in ***,it is proved that this proposed method outperforms all other existing techniques in terms of F1 Score,Precision,Recall,Classiﬁcation accuracy,Training loss and Validation loss.

关键词： Classiﬁcation diet assessment enhanced long short term memory nutrition suggestion

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Towards an actionable One Health approach

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贫困所致传染病(英文) 2024年第2期13卷 1-6页

作者： Zhang Xiao-Xi Lederman Zohar Han Le-Fei Schurer janna m. Xiao Li-Hua Zhang Zhi-Bing Chen Qiu-Lan Pfeiffer Dirk Ward michael P. Sripa Banchob Gabri?l Sarah Dhama Kuldeep Acharya Krishna Prasad Robertson Lucy j. Deem Sharon L. Aenishaenslin Cécile Dantas-Torres Filipe Otranto Domenico Grace Delia Wang Yang Li Peng Fu Chao Poeta Patrícia rahman md. Tanvir Kassegne Kokouvi Zhu Yong-Zhang Yin Kun Liu jiming Wang Zhao-jun Guo Xiao-Kui Gong Wen-Feng Schwartl?nder Bernhard Ren ming-Hui Zhou Xiao-Nong School of Global Health Chinese Center for Tropical Diseases Research Shanghai Jiao Tong University School of Medicine Shanghai People’s Republic of China Institute of One Health Shanghai Jiao Tong University Shanghai People’s Republic of China medical Ethics and Humanities Unit Hong Kong University Hong Kong People’s Republic of China Center for One Health University of Global Health Equity Butaro Rwanda College of Veterinary medicine South China Agricultural University Guangzhou People’s Republic of China School of Ecology and Environment Hainan University Haikou Hainan People’s Republic of China Branch of animal and vector-borne diseases Division of Infectious Disease Control Chinese Center for Disease Control and Prevention Beijing People’s Republic of China Centre for Applied One Health Research and Policy Advice Department of Infectious Diseases and Public Health Jockey Club College of Veterinary Medicine and Life Sciences City University of Hong Kong Hong Kong SAR People’s Republic of China Department of Pathobiology and Population Sciences Royal Veterinary College London United Kingdom Sydney School of Veterinary Science The University of Sydney Camden Australia Tropical Disease Research Center Department of Tropical Medicine Faculty of Medicine Khon Kaen University Khon Kaen Thailand Laboratory of foodborne parasitic zoonoses Department of translational physiology infectiology and public health Chair Faculty Committee on Internationalisation Faculty of Veterinary Medicine Ghent University Merelbeke Belgium Division of Pathology ICAR-Indian Veterinary Research Institute (IVRI) Bareilly Uttar Pradesh India Department of Livestock Services Animal Quarantine Office-Kathmandu Budhanilkantha Kathmandu Nepal Parasitology Department of Paraclinical Sciences Faculty of Veterinary Medicine Norwegian University of Life Sciences ?s Norway One Government Drive Saint Louis Zoo Institute for Conservation Medicine St. Louis USA Groupe de Recherche en épidémi

Background Despite the increasing focus on strengthening One Health capacity building on global level, challenges remain in devising and implementing real-world interventions particularly in the Asia-Pacific region. Recognizing these gaps, the One Health Action Commission (OHAC) was established as an academic community for One Health action with an emphasis on research agenda setting to identify actions for highest *** text This viewpoint describes the agenda of, and motivation for, the recently formed OHAC. Recognizing the urgent need for evidence to support the formulation of necessary action plans, OHAC advocates the adoption of both bottom-up and top-down approaches to identify the current gaps in combating zoonoses, antimicrobial resistance, addressing food safety, and to enhance capacity building for context-sensitive One Health *** By promoting broader engagement and connection of multidisciplinary stakeholders, OHAC envisions a collaborative global platform for the generation of innovative One Health knowledge, distilled practical experience and actionable policy advice, guided by strong ethical principles of One Health.

关键词： One Health Global Health One Health Action Commission Research agenda

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Rheological,mechanical,thermal,tribological and morphological properties of PLA-PEKK-HAp-CS composite

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journal of Central South University 2021年第6期28卷 1615-1626页

作者： GURCHETAN Singh RANVIjAY Kumar RUPINDER Singh md mUSTAFIZUR rahman SEERAm Ramakrishna Department of Production Engineering Guru Nanak Dev Engineering CollegeLudhiana 141106India Department of mechanical Engineering University Center for Research and DevelopmentChandigarh UniversityMohali 140413India Department of mechanical Engineering National Institute of Technical Teachers Training and ResearchChandigarh 160019India Department of mechanical Engineering Universiti Malaysia PahangPahang 26600Malaysia Department of mechanical Engineering National University of Singapore119077Singapore

The present study reports investigations on rheological,mechanical,thermal,tribological and morphological properties of feedstock filaments prepared with polylactic acid-polyether ketone ketone-hydroxyapatite-chitosan(PLA-PEKK-HAp-CS)composite for 3D printing of functional *** study consists of a series of melt processing operations on melt flow index(mFI)setup as per ASTm D-1238 for melt flow certainty followed by fixation of reinforcement composition/proportion as 94%PEKK-4%HAp-2%CS(B)by mass in PLA matrix(A).The blending of reinforcement and preparation of feedstock filament for fused deposition modeling(FDm)set up has been performed on commercial twin screw extruder(TSE).The results of study suggest that feedstock filaments prepared with blend of 95%A-5%B(by mass)at 200℃processing temperature and 100 r/min rotational speed on TSE resulted into better tensile properties(35.9 mPa peak strength and 32.3 mPa break strength)with 6.24%surface porosity,42.67 nm surface roughness(R_(a))and acceptable heat capacity(2.14 j/g).However as regards to tribological behavior,the minimum wear of 316μm was observed for sample with poor tensile *** regards to crash application for scaffolds the maximum toughness of 1.16 mPa was observed for 85%A-15%B(by mass)at 200℃processing temperature and 150 r/min rotational speed on TSE.

关键词： polylactic acid-polyether ketone ketone-hydroxyapatite-chitosan(PLA-PEKK-HAP-CS) twin screw extruder(TSE) differential scanning calorimetry(DSC) melt flow index(mFI) wear test

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Supplements of an aqueous combination of justicia adhatoda and Ocimum tenuiflorum boost antioxidative effects and impede hyperlipidemia

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Animal models and Experimental medicine 2020年第2期3卷 140-151页

作者： Ifrahim Iqbal Chowdhury mdAtiar rahman mohammad A.Hashem mmosharef Hossain Bhuiyan Dina Hajjar Walla Alelwani Arwa A.makki md.Areeful Haque jitbanjong Tangpong m.Taher Bin Bakhtiar Department of Biochemistry and molecular Biology University of ChittagongChittagongBangladesh Department of Biochemistry and Biotechnology University of Science and Technology ChittagongChittagongBangladesh Department of Chemistry University of ChittagongChittagongBangladesh Department of Biochemistry College of ScienceUniversity of JeddahJeddahSaudi Arabia Department of Pharmacy International Islamic University ChittagongChittagongBangladesh School of Allied Health Sciences Walailak UniversityNakhon Si ThammaratThailand Department of Pharmacy International Islamic University MalaysiaKuala LumpurMalaysia

Background: justicia adhatoda and Ocimum tenuiflorum, locally known as bashok and tulsi, are two ethnomedicinally important herbs that have been using as dietary supplements for several therapeutic applications. This study evaluated the combined effect of both the herbs as an antioxidative and antihyperlipidemic ***: Antihyperlipidemic effect was assessed in a high-fat diet-induced hyperlipidemic model in Wistar albino rats. The rats were treated orally with extracts of bashok(j adhatoda, 200 mg/kg bw), tulshi(O tenuiflorum, 200 mg/kg bw), and a combination of bashok and tulshi(50:50), as well as with a reference drug, atorvastatin(10 mg/kg/day), with or without high-fat diet for 14 days. The antioxidative effect was studied using established in vitro models. The studies were supported by experimentally testing the effects of the extracts on membrane stabilization and inhibition of protein ***: The results showed that the serum lipid profile was significantly decreased in the different treatment groups, with bashok having the greatest effect. Body weights, total serum protein, LDH, and relative liver and adipose tissue weights were markedly restored towards baseline values, the lowest atherogenic index being achieved with the combined extract. The combination treatment significantly enhanced total phenolic content and antioxidative capacity and greatly potentiated membrane stabilization, but inhibition of protein denaturation was not significantly ***: The data demonstrate that a combination of justicia adhatoda and Ocimum tenuiflorum could be developed as a food supplement with antioxidative and antihyperlipidemic benefits.

关键词： antihyperlipidemic antioxidative capacity high-fat fed diet-induced hyperlipidemia justicia adhatoda membrane stabilization Ocimum tenuiflorum

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High resolution facies architecture and digital outcrop modeling of the Sandakan formation sandstone reservoir, Borneo:Implications for reservoir characterization and flow simulation

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Geoscience Frontiers 2019年第3期10卷 957-971页

作者： Numair A.Siddiqui mu.Ramkumar Abdul Hadi A.rahman manoj j.mathew m.Santosh Chow W.Sum David menier Department of Petroleum Geosciences Universiti Teknologi PETRONAS Department of Geology Periyar University Institute of Oceanography and Environment Universiti Malaysia Terengganu Department of Earth Sciences University of Adelaide School of Earth Sciences and Resources China University of Geosciences Beijing Laboratoire Géosciences Océan UMR CNRS 6538Campus de Tohannic

Advances in photogrammetry have eased the acquisition of high-resolution digital information from outcrops, enabling faster, non-destructive data capturing and improved reservoir modeling. Geocellular models for flow dynamics with in the virtual outcrop in siliciclastic deposits at different sets of sandstone facies architecture remain, however, a challenge. Digital maps of bedding, lithological contrast, spatial-temporal variations of bedding and permeability characteristics make it more easy to understand flow tortuosity in a particular architecture. An ability to precisely model these properties can improve reservoir characterization and flow modeling at different scales. Here we demonstrate the construction of realistic 2 D sandstone facies based models for a pragmatic simulation of flow dynamics using a combination of digital point clouds dataset acquired from LiDAR and field investigation of the Sandakan Formation, Sabah, ***, we present methods for enhancing the accuracy of outcrop digital datasets for producing high resolution flow simulation. A well-exposed outcrop from the Sandakan Formation, Sabah, northwest Borneo having a lateral extent of 750 m was chosen in order to implement our research approach. Sandstone facies and its connectivity are well constrained by outcrop observations, data from air-permeability measurements, bilinear interpolation of permeability, grid construction and water vector analysis for flow *** proportions were then enumerated in terms of static digital outcrop model(DOm) and facies model based on sandstone facies bedding characteristics. Flow simulation of water vector analysis through each of the four sandstone facies types show persistent spatial correlation of permeability that align with either cross-bedded orientation or straight with more dispersion high quality sandstone(porosity 21.25%-41.2%and permeability 1265.20-5986.25 md) and moderate quality sandstone(porosity 10.44%-28.75% and permeabili

关键词： Siliciclastic sandstone facies Connectivity Heterogeneity Digital outcrop model Flow dynamics

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