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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 maj.r 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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Solution processed high performance perovskite quantum dots/ZnO phototransistors

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Nano Research 2022年第4期15卷 3660-3666页

作者： md Mehedi Hasan Eric Moyen j.wel Kumer Saha md Mobaidul Islam Arqum Ali j.n j.ng Advanced Display Research Center(ADRC) Department of Information DisplayKyung Hee University26Kyungheedae-roDongdaemun-guSeoul 02447Republic of Korea

Phototransistors that can detect visible light have been fabricated using solution processed zinc oxide channel/zirconium oxide gate insulator thin film transistors(TFTs)and room temperature synthesized perovskite quantum dots(PeQDs)as active *** ZnO thin film transistors did not show a photocurrent under visible light ***,ZnO TFTs decorated with PeQDs exhibited enhanced photocurrent upon exposure to visible *** device had a responsivity of 567 A/W(617 A/W),a high detectivity of 6.59×10^(13)j.nes(1.85×10^(14)j.and a high sensitivity of 10^(7)(10^(8))under green(blue)light at a low drain voltage of 0.1 *** high photo-responsivity and detectivity under green light resulted from the combination of short ligands in the QDs films and the high mobility of the spray coated ZnO *** results are relevant for the development of low cost and low energy consumption phototransistors working in the visible range.

关键词： ZnO thin film transistors perovskite quantum dots photo-detectors photo-transistors

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Hot Air Balloons

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小学生时代（大嘴英语） 2023年第6期 4-10页

作者： j.victor Tsway 不详

Dear Big Mouth English readers,Did you take a hot air ballon ride?I *** was so fun!How does a hot air balloon fly then?Let's read.

关键词： balloon Big take

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Life of Lizzie

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小学生时代（大嘴英语） 2023年第2期 11-17页

作者： j.victor Tsway 不详

Dear Big Mouth English readers,Are you interested in a chick's life?Here comes our friend ***'s read her story.

关键词： friend interested story

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Space Station

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小学生时代（大嘴英语） 2022年第9期 4-10页

作者： j.victor Tsway 不详

Dear Big Mouth English readers,Are you interested in space stations?Max is!He reads a book on space stations and falls asleep.What happens next?Let's read.

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Why I Yawn

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小学生时代（大嘴英语） 2023年第5期 4-9页

作者： j.victor Tsway 不详

Dear Big Mouth English readers,Why do we drink water?Why do we sleep?You may know answers to these *** this *** do we yawn?Why indeed?Let's read on.

关键词： Why indeed drink

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How Baby Animals Stay Safe

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小学生时代（大嘴英语） 2023年第7期 12-21页

作者： j.victor Tsway 不详

Dear Big Mouth English readers,Baby animals are cute,aren't they?Do you know how babies stay safe in nature?Well,they have many ***'s see how.

关键词： Animals see many

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j.son Got It Wrong

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小学生时代（大嘴英语） 2023年第1期 4-9页

作者： j.victor Tsway 不详

Dear Big Mouth English readers,Happy New Year!Some words sound the *** may be confused when we hear ***,atleast j.son *** is playing in the *** hears Mum calling him.

关键词： hear words Wrong

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What Are We Made of

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小学生时代（大嘴英语） 2023年第4期 4-9页

作者： j.victor Tsway 不详

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High efficiency CZTSSe solar cells enabled by dual Ag-passivation approach via aqueous solution process

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j.urnal of Energy Chemistry 2023年第2期77卷 239-246,I0007页

作者： Temuj.n Enkhbat Enkhj.rgal Enkhbayar Namuundari Otgontamir md Hamim Sharif md Salahuddin Mina Seong Yeon Kim j.nHo Kim Department of Physics Incheon National UniversityIncheon 22012Republic of Korea Research Center for Thin Film Solar Cells Daegu-Gyeongbuk Institute of Science and Technology(DGIST)Daegu 42988Republic of Korea Global Energy Research Center for Carbon Neutrality Incheon National UniversityIncheon 22012Republic of Korea

Ag substitution in Cu_(2)ZnSn(S,Se)_(4)(CZTSSe)is a promising way to mitigate Cu/Zn related defects,electrostatic fluctuations and Shockley-Read-Hall(SRH)recombination ***,high performance ACZTSSe solar cells are generally demonstrated with more Ag amounts and strenuous fabrication processes,which are not ideal when using cheap constituent materials *** reduce the Ag amount(2%-3%),local Ag substitutions into CZTSSe at front(F),back(B)and dual front/back(FB)were *** results revealed that F-passivation effectively reduced the Cu/Zn related defects and further limits the interface/bulk recombination whereas B-passivation improved the grain growth at the back interface and further allows enhanced transport of charge *** employing the dual Agpassivation approach,the final ACZTSSe device parameters were significantly improved and remarkable power conversion efficiency(PCE)of 12.43%was achieved with eco-friendly aqueous solution process.

关键词： Ag-doped CZTSSe Dual surface passivation Defect passivation Aqueous spray deposition

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