Survey on Backdoor Attacks on Deep Learning: Current Trends, Categorization, Applications, Research Challenges, and Future Prospects by Muhammad Abdullah Hanif, Nandish Chattopadhyay, Bassem Ouni, Muhammad Shafique

“…Such attacks are usually referred to as Trojan or backdoor attacks and are very stealthy and hard to detect. In this paper, we highlight the complete attack surface that can be exploited to inject hidden malicious functionality (backdoors) in machine learning models. …”
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Pramipexole in addition to mood stabilisers for treatment-resistant bipolar depression: the PAX-BD randomised double-blind placebo-controlled trial by Hamish McAllister-Williams, Nicola Goudie, Lumbini Azim, Victoria Bartle, Michael Berger, Chrissie Butcher, Thomas Chadwick, Emily Clare, Paul Courtney, Lyndsey Dixon, Nichola Duffelen, Tony Fouweather, William Gann, John Geddes, Sumeet Gupta, Beth Hall, Timea Helter, Paul Hindmarch, Eva-Maria Holstein, Ward Lawrence, Phil Mawson, Iain McKinnon, Adam Milne, Aisling Molloy, Abigail Moore, Richard Morriss, Anisha Nakulan, Judit Simon, Daniel Smith, Bryony Stokes-Crossley, Paul Stokes, Andrew Swain, Zoë Walmsley, Christopher Weetman, Allan H Young, Stuart Watson

“…Weekly online assessments of mood and anxiety from randomisation to week 52, with psychosocial function, quality of life and healthcare resource utilisation assessments conducted at regular intervals. …”
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Insights into the Driving Factors of Methane Emission from Double-Season Rice Field Under Different Fertilization Practices in South China by Jin Zheng, Yusheng Lu, Peizhi Xu, Kaizhi Xie, Changmin Zhou, Yaying Li, Haoyang Geng, Qianyuan Wang, Wenjie Gu

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Metabolomic profiling of Akebia species: Comparative analysis of bioactive compounds in the pulp of A. trifoliata, A. trifoliata ssp. australis, and A. quinata by Mian Faisal Nazir, Tianjiao Jia, Jie Xu, Longyu Dai, Yafang Zhao, Shuaiyu Zou

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YAREN: Humanoid Torso Robot Platform for Research, Social Interaction, and Educational Applications by Daniela Sanchez-Orozco, Rhandall Valdez, Yandri Uchuari, Marcelo Fajardo-Pruna, Luis Cavazos Quero, Redhwan Algabri, Emiliano Quinones Yumbla, Francisco Yumbla

“…Based on our proposed open-source design, YAREN can be expanded to perform diverse interactive functions for social and educational purposes, promoting the research and development of humanoid robots. …”
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Non-invasive biopsy diagnosis of diabetic kidney disease via deep learning applied to retinal images: a population-based study by Ziyao Meng, MEng, Zhouyu Guan, MD, Shujie Yu, MBBS, Yilan Wu, BSc, Yaoning Zhao, BSc, Jie Shen, PhD, Cynthia Ciwei Lim, MMed, Tingli Chen, MD, Dawei Yang, PhD, An Ran Ran, PhD, Feng He, MSc, Haslina Hamzah, BSc, Sarkaaj Singh, MSc, Anis Syazwani Abd Raof, MSc, Jian Wen Samuel Lee-Boey, MBBS, ProfMBBS Soo-Kun Lim, MBBS, ProfMD Xufang Sun, MBBS, Shuwang Ge, MD, ProfMD Gang Xu, MD, Prof Hua Su, MD, Yang Cheng, MD, Feng Lu, PhD, ProfPhD Xiaofei Liao, PhD, ProfPhD Hai Jin, PhD, Chenxin Deng, MMed, Lei Ruan, MD, ProfMD Cuntai Zhang, MD, Chan Wu, MD, ProfMD Rongping Dai, MD, Yixiao Jin, MSc, Wenxiao Wang, PhD, Tingyao Li, BSc, Ruhan Liu, PhD, Jiajia Li, PhD, Jia Shu, BEng, Yuwei Lu, MBBS, Xiangning Wang, MD, Qiang Wu, MD, Yiming Qin, BEng, Jin Tang, MD, Xiaohua Sheng, MD, Qiong Jiao, MD, ProfPhD Xiaokang Yang, MD, ProfPhD Minyi Guo, MD, Gareth J McKay, PhD, ProfPhD Ruth E Hogg, PhD, Gerald Liew, MBBS, Evelyn Yi Lyn Chee, PhD, ProfPhD Wynne Hsu, PhD, ProfPhD Mong Li Lee, PhD, Simon Szeto, MBChB, ProfMD Andrea O Y Luk, MBChB, ProfMD Juliana C N Chan, MBChB, Carol Y Cheung, PhD, Gavin Siew Wei Tan, FRCSEd, Yih-Chung Tham, PhD, ProfMD PhD Ching-Yu Cheng, PhD, Charumathi Sabanayagam, MD PhD, ProfPhD Lee-Ling Lim, MD PhD, ProfMD PhD Weiping Jia, MD PhD, ProfMD PhD Huating Li, MD PhD, Bin Sheng, Prof, Tien Yin Wong, Prof

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EZSCAN for undiagnosed type 2 diabetes mellitus: A systematic review and meta-analysis. by Antonio Bernabe-Ortiz, Andrea Ruiz-Alejos, J Jaime Miranda, Rohini Mathur, Pablo Perel, Liam Smeeth

“…<h4>Objectives</h4>The EZSCAN is a non-invasive device that, by evaluating sweat gland function, may detect subjects with type 2 diabetes mellitus (T2DM). …”
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Identification and odor exposure regulation of odorant-binding proteins in Picromerus lewisi by Shan-Cheng Yi, Jia-Ling Yu, Sara Taha Abdelkhalek, Sara Taha Abdelkhalek, Zhi-Rong Sun, Man-Qun Wang

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LucaPCycle: Illuminating microbial phosphorus cycling in deep-sea cold seep sediments using protein language models by Chuwen Zhang, Yong He, Jieni Wang, Tengkai Chen, Federico Baltar, Minjie Hu, Jing Liao, Xi Xiao, Zhao-Rong Li, Xiyang Dong

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Evaluation of engineering, physiochemical and nutritional properties of three different varieties of pomelo fruit by Simple Sharma, Barinderjit Singh, Yashi Srivastava

“…Purpose: The aim of this study was to identify the engineering, physiochemical, and nutritional properties of selected varieties of pomelo fruit. Research method: The study was carried out using a one-way analysis of variance with three replications on selected varieties of pomelo fruit. …”
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Dietary Jerusalem artichoke polysaccharide supplementation alters the growth performance, ruminal microbes and metabolites, muscle fatty acid and amino acid profiles in fattening l... by Cuihua Guo, Dongmei Ma, Chongyu Zhang, Yunpeng Wang, Farman Ullah, Xiaojun Wang, Yunkyoung Lee, Guiguo Zhang

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In vitro gastrin-releasing peptide response in chicken ovarian follicles by Chunheng Mo, Can Lv, Guoqiang Zhu, Jiannan Zhang, Yuanyou Li, Yajun Wang, Juan Li

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Improving outcomes for people with autism spectrum disorders by reducing mental health problems: the IAMHealth research programme including one RCT by Emily Simonoff, Gillian Baird, Bryony Beresford, Tony Charman, Martin Knapp, Andrew Pickles, Carol Povey, Tom Purser, Paramala Santosh, Vicky Slonims, Stephen Scott

“…In work package 2, participants were selected from a cohort originally ascertained from 11 regions across south-east England. …”
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Comparative Study of Fish Diversity in Wanquan River Based on Environmental Technology and Traditional Fishing Gear Survey Methods by Jun LEI, Yuanyuan SU, Lianzheng YIN, Ruohan ZENG, Ping LI, Yongqiang QIN, Xingwei CAI, Xiaoping DIAO

“…In terms of the composition of dominant species, 22 dominant species of fishes in Wanquan River were detected by eDNA technology, seven dominant species were detected by the traditional survey method and two dominant species were detected by the two methods, which were Coptodon zillii and Toxabramis houdemeri. …”
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Integrated assessment of soil quality and contaminant risks in salinized farmland adjacent to an oil-exploitation zone: insights from the Yellow River Delta by Xiaofan Xie, Jijin Cai, Xiaosong Yang, Hui Qiu, Yuexian Liu, Yuanxun Zhang

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Protective effects of Maillard products of skipjack trypsin hydrolysate on uric acid-induced injury of human kidney-2 cell (HK-2) by Yurou Chu, Jiaxing Wang, Jipeng Sun, Ru Song, Liang Chen, Xiaoyu Zou

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Distorting Electrical Power of the Alternating Current in the Simplest Circuit with a Diode by O. V. Bialobrzheskyi, D. Y. Rod`kin

“…For the analysis of processes of formation the components of electrical power, a diagram of the simplest circuit containing a series-connected source of electromotive force, resistors and a diode is considered; also, the circuit was conditionally separated into a source and a consumer. …”
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Pseudomonas cold shock proteins suppress bacterial effector translocation in Nicotiana benthamiana by Shen Cong, Jun-Zhou Li, Mei-Ran Zhang, Mei-Ran Zhang, Hai-Lei Wei, Wei Zhang

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Fluorescent robust photoactuator via photo-crosslinking induced single-layered janus polyimide by Shuyu Xue, Zhipanxin Shi, Zaiyu Wang, Haozhe Tan, Feng Gao, Zicong Zhang, Ziyue Ye, Shifeng Nian, Ting Han, Jianbo Zhang, Zheng Zhao, Ben Zhong Tang, Qiuyu Zhang

“…Then the fluorescent robust photoactuators with single-layered janus structure were directly obtained via UV assisted photo-crosslinking of the films, exhibiting reversible response driven by a pronounced mismatch in expansion between the front and back sides of the films. Achieving selective, non-uniform spatial distribution within the PI films, rapid and reversible complex morphing of the actuators, along with the capabilities for encrypting, reading, and erasing fluorescent information—all through the use of a single UV light source—becomes straightforward. …”
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Microbiome Migration from Soil to Leaves in Maize and Rice by Jiejia Ma, Qianze Peng, Silu Chen, Zhuoxin Liu, Weixing Zhang, Chi Zhang, Xiaohua Du, Shue Sun, Weiye Peng, Ziling Lei, Limei Zhang, Pin Su, Deyong Zhang, Yong Liu

“…This indicated that plants can selectively assemble microbiomes from a shared microbiota source. …”
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