Machine learning analysis of ARVC informed by sodium channel protein-based interactome networks by Yanan Zhu, Hui Zhang, Xuan Zhao, Xin Wang, Lina Xing, Sijie Yao, Xiao Jin, Tingting Li, Ting Dai, Xinyue Ding, Zhen Qi, Zongjun Liu

“…By integrating ML modeling with organoid validation, our platform provides valuable support in addressing the public health challenges posed by ARVC, with broad application prospects. …”
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A survey of backdoor attacks and defences: From deep neural networks to large language models by Ling-Xin Jin, Wei Jiang, Xiang-Yu Wen, Mei-Yu Lin, Jin-Yu Zhan, Xing-Zhi Zhou, Maregu Assefa Habtie, Naoufel Werghi

“…Adversaries exploit these vulnerabilities to conceal malicious backdoor information within DNNs, thereby causing erroneous outputs and posing substantial threats to the efficacy of DNN-based applications. …”
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Scalable Synthesis of PtAu Nanoalloy-Decorated Hydrogenated TiO₂ for High-Efficiency Indoor Formaldehyde Photodegradation by Hairui Cai, Benjamin Yang, Jie Hou, Ziqi Wang, Zhuo Li

“…Formaldehyde, a pervasive indoor air pollutant posing significant health risks, has driven extensive research into advanced mitigation strategies to ensure safer living environments. …”
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Comparison of Three Commercial ELISA Kits for Detection of Antibodies Against SARS-CoV-2 in Serum Samples from Different Animal Species by Leira Fernández-Bastit, Sílvia Marfil, Edwards Pradenas, Julià Blanco, Júlia Vergara-Alert, Joaquim Segalés

“…In February 2020, the first cases of SARS-CoV-2 infections in animals were documented, highlighting the potential risks posed by regular human–animal interactions in facilitating viral transmission. …”
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Effect of acupuncture on endometrial receptivity in women with thin endometrium: study protocol for a single-centre, randomised, sham-controlled trial by Xin Liu, Li Yang, Xiaoyan Wang, Huanfang Xu, Yigong Fang, Pengfei Du, Chenchen Su, Jiashan Li, Weixin Li, Tian Hang, Yaoyao Zhu

“…Introduction Thin endometrium poses a major therapeutic challenge in assisted reproductive technologies by compromising pregnancy success and live birth outcomes. …”
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Management strategies and recycling technologies: Lessons learned and roadmap for sustainable circular battery waste management in Saudi Arabia by Md Tasbirul Islam, Amjad Ali, Sikandar Abdul Qadir, Muhammad Shahid

“…Currently, there is no concrete policy framework or systematic assessment addressing waste battery management in the country, which poses significant challenges for implementing sustainable solutions. …”
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Functionalized magnetite-biochar with live and dead bacteria for adsorption-biosorption of highly toxic metals: Cd, Hg, and Pb by Yudha Gusti Wibowo, Dedy Anwar, Hana Safitri, Indra Surya, Sudibyo Sudibyo, Ahmad Tawfiequrrahman Yuliansyah, Himawan Tri Bayu Murti Petrus

“…Environmental pollution by heavy metals such as cadmium (Cd), mercury (Hg), and lead (Pb) poses severe risks to ecological and human health. …”
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Harnessing Multiple Level Features to Improve Segmentation Performance of Deep Neural Network: A Case Study in Magnetic Resonance Imaging of Nasopharyngeal Cancer by Rongzhi Mao, Liangxu Xie, Xiaohua Lu, Jialu Pei, Xiaojun Xu, Shan Chang

“…The lesion area of cancer presents complex physiological structures, posing significant challenges for accurate segmentation, which is required in radiotherapy or chemo-radiotherapy. …”
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Research progress on impact of micro/nanoplastics exposure on reproductive health by Yan HUANG, Yuanyuan HUANG, Yanxi ZHUO, Yiqin LIN, Qipeng LI, Xiaofeng ZHENG, Wenxiang WANG, Yuchen LI, Wenya SHAO, Henggui CHEN

“…., polystyrene, polypropylene, polyvinyl chloride, polyethylene, etc.) are present in various biological specimens from both males and females, and their presence may be associated with an increased risk of reproductive disorders. …”
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Transfer deep learning and explainable AI framework for brain tumor and Alzheimer's detection across multiple datasets by Shtwai Alsubai, Stephen Ojo, Thomas I. Nathaniel, Mohamed Ayari, Jamel Baili, Ahmad Almadhor, Abdullah Al Hejaili

“…IntroductionThe pressing need for accurate diagnostic tools in the medical field, particularly for diseases such as brain tumors and Alzheimer's, poses significant challenges to timely and effective treatment.MethodsThis study presents a novel approach to MRI image classification by integrating transfer learning with Explainable AI (XAI) techniques. …”
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Aerosol Composition in a Semi-Urban Environment in Central Mexico: Influence of Local and Regional Processes on Overall Composition and First Quantification of Nitroaromatics by Sara E. Olivares-Salazar, Roya Bahreini, Ying-Hsuan Lin, Telma Castro, Harry Alvarez-Ospina, Dara Salcedo

“…The Metropolitan Area of Queretaro (MAQ) is a significant industrial hub in central Mexico whose air quality, including high concentrations of particulate matter (PM), poses a risk to the population. However, there have not been many studies on the sources and processes that influence the concentration of atmospheric pollutants. …”
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Design and Implementation of a Perfect Optical Vortex Sorter Using a Binary Dammann Grating by Redha H. Al Ibrahim, Shuiqin Zheng, Tien Khee Ng, Boon S. Ooi

“…This paper presents the design, simulation, and experimental validation of a Perfect Optical Vortex (POV) sorter using a novel approach based on a binary Dammann Grating. …”
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Biomimetic Microfluidic Pumps for Selective Oil–Water Separation by Zhaolong Wang, Yinfeng Li, Mingzhu Xie, Ziheng Zhan, Wenhao Li, Qihui Xie, Yong Shuai, Zhichao Dong, Zuankai Wang

“…Abstract Addressing the challenges posed by oil pollution from both domestic and industrial sources—which contributes to energy waste and environmental degradation—is critical. …”
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A coupled model for sediment transport dynamics and prediction of seabed morphology with application to 1DH/2DH coastal engineering problems by Vasileios Afentoulis, Andreas Papadimitriou, Kostas Belibassakis, Vasiliki Tsoukala

“…Coastline retreat poses a threat to nearshore environment and the assessment of erosion phenomena is required to plan the coastal engineering works. …”
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Stigmurin encapsulated PLA–PEG ameliorates its therapeutic potential, antimicrobial and antiproliferative activities by Akshita Thakur, Hema K. Alajangi, Akanksha Sharma, Euimin Hwang, Akhil Khajuria, Laxmi Kumari, Pradeep Kumar Jaiswal, Yong-beom Lim, Gurpal Singh, Ravi Pratap Barnwal

“…Abstract In light of growing global challenge posed by antimicrobial resistance, it is very important to explore alternatives that can target pathogenic microorganisms. …”
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Development and Validation of an Affordable Wearable Multichannel EEG System With Active Electrodes and Innovative Flexible Headbands by Daniel Antolinez, Ana Cisnal, Victor Martinez-Cagigal, Eduardo Santamaria-Vazquez, Diego Benavides, Juan Granja, Juan Carlos Fraile, Roberto Hornero

“…This paper presents the design of a low-cost, wearable, 4-channel EEG acquisition system. …”
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Interacting with Annotated and Synchronized Music Corpora on the Dezrann Web Platform by Charles Ballester, Baptiste Bacot, Louis Bigo, Vanessa Nina Borsan, Louis Couturier, Ken Déguernel, Quentin Dinel, Laurent Feisthauer, Klaus Frieler, Mark Gotham, Richard Groult, Johannes Hentschel, Alexandre d'Hooge, Dinh-Viet-Toan Le, Florence Levé, Francesco Maccarini, Ivana Maričić, Gianluca Micchi, Meinard Müller, Alexandros Stamatiadis, Tom Taffin, Patrice Thibaud, Christof Weiß, Rui Yang, Emmanuel Leguy, Mathieu Giraud

“…We present how we render through this platform ten curated corpora published in the last years in the MIR community, gathering 1500+ pieces and 35000+ annotations. …”
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Assessing Implantation Sites for Pancreatic Islet Cell Transplantation: Implications for Type 1 Diabetes Mellitus Treatment by Vinícius Gabriel Silvério Scholl, Leonardo Todeschini Justus, Otávio Simões Girotto, Kelly Karine Pasqual, Matheus Henrique Herminio Garcia, Fernando Gonçalves da Silva Petronio, Aline Flores de Moraes, Sandra Maria Barbalho, Adriano Cressoni Araújo, Lucas Fornari Laurindo, Cristina Pires Camargo, Maria Angélica Miglino

“…The subcutaneous space is notable for its accessibility and lower invasiveness, although its poor vascularization poses significant challenges. These challenges can be mitigated with bioengineering strategies. …”
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Downshifting Encapsulant: Optical Simulation Evaluation of the Solution to Ultraviolet‐Induced Degradation in Silicon Heterojunction Solar Cells by Binbin Xu, Karsten Bittkau, Alexander Eberst, Kai Zhang, Yanxin Liu, Jinli Yang, Weiyuan Duan, Muhammad Ainul Yaqin, Vladimir Smirnov, Chunlan Zhou, Wenjing Wang, Xiaohua Xu, Andreas Lambertz, Uwe Rau, Kaining Ding

“…Ultraviolet (UV)‐induced degradation (UVID) poses a significant challenge for the prospective mass production of silicon heterojunction (SHJ) solar cells, known for their high efficiency. …”
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Optimizing energy transfer in NIR ruthenium(II) complexes to enhance stability and efficiency in sonodynamic therapy by Dazhuang Xu, Qixuan Dai, Jian Sun, Yibo An, Ziying Wang, Lijuan Yang, Zhixiang Lu, Chengchao Chu, Gang Liu

“…Sonodynamic therapy (SDT) holds a distinct advantage over traditional photodynamic therapy (PDT) by harnessing ultrasound-triggered sonosensitizer activation, enabling deeper tissue penetration for treating deep-seated tumors. In this study, we present IR780-TPEY-Ru, a nanoplatform specifically engineered for imaging-guided SDT to address challenges posed by deep-seated tumors. …”
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