Contribution of m5C RNA Modification-Related Genes to Prognosis and Immunotherapy Prediction in Patients with Ovarian Cancer by Yibin Liu, Shouze Liu, Lu Yan, Qianqian Zhang, Wenhua Liu, Xianghua Huang, Shikai Liu

“…Here, we established a novel prognostic signature for ovarian cancer (OC) patients based on m5C RNA modification-related genes and explored the correlation between these genes with the tumor immune microenvironment. …”
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Research progress on the antiviral immune regulation of ubiquitin ligase F-box family by MENG Xiangbo, LI Tianqi, ZHANG Tong

“…Given the large number of FBP family members, further research is required on the functions and mechanisms of FBPs in virus-host interactions, to provide novel directions for the development of antiviral drugs.…”
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Multiple states clustering analysis (MSCA), an unsupervised approach to multiple time-to-event electronic health records applied to multimorbidity associated with myocardial infarc... by Marc Delord, Abdel Douiri

“…Adapting approaches to effectively analyse electronic health records is needed to better understand multimorbidity. We propose a novel unsupervised clustering approach to multiple time-to-event health records denoted as multiple state clustering analysis (MSCA). …”
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Nonlinear Seismic Response Characteristics of CAP1400 Nuclear Island Structure on Soft Rock Sites by Furong Li, Guoxing Chen

“…CAP1400 nuclear island structure is an advanced and novel nuclear power plant structure. In order to explore the seismic response characteristics of CAP1400 nuclear island structure on soft rock sites, a three-dimensional refined nonlinear seismic response analysis model was established for a soft rock foundation-nuclear island structure system using ABAQUS software. …”
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TMFN: a text-based multimodal fusion network with multi-scale feature extraction and unsupervised contrastive learning for multimodal sentiment analysis by Junsong Fu, Youjia Fu, Huixia Xue, Zihao Xu

“…To solve these problems, we propose a novel method named a text-based multimodal fusion network with multi-scale feature extraction and unsupervised contrastive learning (TMFN). …”
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Application of Artificial Intelligence Virtual Image Technology in Photography Art Creation Under Deep Learning by Qiong Yao

“…Consequently, this study proposes a novel model that integrates conditional generative adversarial networks (cGANs) with variational autoencoders (VAEs). …”
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Forecasting of COVID-19 epidemic size in four high hitting nations (USA, Brazil, India and Russia) by Fb-Prophet machine learning model by Gopi Battineni, Nalini Chintalapudi, Francesco Amenta

“…Purpose – As of July 30, 2020, more than 17 million novel coronavirus disease 2019 (COVID-19) cases were registered including 671,500 deaths. …”
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A New Chaotic Color Image Encryption Algorithm Based on Memristor Model and Random Hybrid Transforms by Yexia Yao, Xuemei Xu, Zhaohui Jiang

“…To address this, this paper proposes a novel encryption algorithm based on 2D hyperchaotic maps that extends from single-channel encryption to multi-channel encryption (SEME-TDHM). …”
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Low Dose X-Ray Sources and High Quantum Efficiency Sensors: The Next Challenge in Dental Digital Imaging? by Arnav R. Mistry, Daniel Uzbelger Feldman, Jie Yang, Eric Ryterski

“…This investigation evaluated dose exposure and image resolution of a low dose X-ray imaging (LDXI) prototype comprising a low mA X-ray source and a novel microlens-based sensor relative to current imaging technologies. …”
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Preparation, characterization, and performance of 4A zeolite based on opal waste rock for removal of ammonium ion by Zongshan Wu, Jingjing Xie, Haibo Liu, Tianhu Chen, Peng Cheng, Can Wang, Dianchao Kong

“…The experimental results provided a novel approach for the utilization of opal waste rock, which is produced during the mining of opal-rich palygorskite, and for the synthesis of 4A zeolite and the removal of ammonium ion.…”
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STURM-Flood: a curated dataset for deep learning-based flood extent mapping leveraging Sentinel-1 and Sentinel-2 imagery by Nicla Notarangelo, Charlotte Wirion, Frankwin van Winsen

“…Timely assessment and mapping of inundations are crucial for preventive and emergency measures, driving the demand for curated global geospatial data to implement novel algorithms. This study introduces the STURM-Flood dataset, a high-quality, open-access, and DL-ready resource for flood extent mapping using Sentinel-1 and Sentinel-2 satellite imagery, combined with ground-truth data from the Copernicus Emergency Management Service. …”
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The zebrafish moonshine gene encodes transcriptional intermediary factor 1gamma, an essential regulator of hematopoiesis. by David G Ransom, Nathan Bahary, Knut Niss, David Traver, Caroline Burns, Nikolaus S Trede, Noelle Paffett-Lugassy, Walter J Saganic, C Anthoney Lim, Candace Hersey, Yi Zhou, Bruce A Barut, Shuo Lin, Paul D Kingsley, James Palis, Stuart H Orkin, Leonard I Zon

“…Studies in murine erythroid cell lines demonstrate that Tif1gamma protein is localized within novel nuclear foci, and expression decreases during erythroid cell maturation. …”
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Optimizing nanoparticle selection for enhanced oil recovery in carbonate rock using hybrid low salinity water flooding by Sunlee Han, Youngsoo Lee

“…Abstract This study explores the potential of SiO2 and Al2O3 nanoparticles (NPs) to enhance oil recovery in carbonate reservoirs through a novel hybrid low salinity water flooding (LSWF) approach. …”
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Systemic inflammatory response index improves prognostic predictive value in intensive care unit patients with sepsis by Tuo Xu, Shuaiwei Song, Ke Zhu, Yin Yang, Chengyu Wu, Naixue Wang, Shu Lu

“…A higher SIRI is linked to a worse prognosis and more severe sepsis. SIRI may serve as a novel prognostic indicator in sepsis, though further clinical studies are necessary to confirm these findings.…”
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Evaluation of the Antimicrobial Effect of the Extracts of the Pods of Piliostigma thonningii (Schumach.) Milne-Redh. (Fabaceae) by Memory Makosa, Simbarashe Sithole, Stanley Mukanganyama

“…New and effective antimicrobial agents that have novel mechanism of actions are required. Piliostigma thonningii (Schumach.) …”
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Multiplayer games and HIV transmission via casual encounters by Stephen Tully, Monica-Gabriela Cojocaru, Chris T. Bauch

“…The games are modelled as generalized Nash games with shared constraints, which is completely novel in the context of our applied problem. Each player's HIV status is known to potential partners, and players have personal preferences ranked via utility values of unprotected and protected sex outcomes. …”
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Infrastructure as a Complex Adaptive System by Edward J. Oughton, Will Usher, Peter Tyler, Jim W. Hall

“…With these properties in mind, we then present a case study on the development of a system-of-systems modelling approach based on complex adaptive systems theory capable of modelling an emergent national infrastructure system, driven by agent-level decisions with explicitly modelled interdependencies between energy, transport, digital, waste, and water. Indeed, the novel contribution of the paper is the articulation of the case study describing a decade of research which applies complex adaptive systems properties to the development of a national infrastructure system-of-systems model. …”
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DDL R-CNN: Dynamic Direction Learning R-CNN for Rotated Object Detection by Weixian Su, Donglin Jing

“…To address these challenges, this paper introduces a novel approach known as Dynamic Direction Learning R-CNN (DDL R-CNN), which comprises a dynamic direction learning (DDL) module and a boundary center region offset generation network (BC-ROPN). …”
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Three-Dimensional Reconstruction of Tunnel Face Based on Multiple Images by Wenge Qiu, Liao Jian, Yunjian Cheng, Hengbin Bai

“…However, geological sketch drawn by workers always offers fundamental data purely due to its drawing mode. A novel drawing method for geological sketch has been introduced using multiview photos in this process. …”
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STUDY OF QUALITY AND SENSORY CHARACTERISTICS OF ALCOHOLIC PEAR SLICES by Himalaya Ghimire, Basanta Kumar Rai, Kishor Rai, Ramila Dahal, Girija Sherma, Saru Giri, Sanjay Chaudhary, Priti Acharya

“…The study concludes that controlled fermentation, coupled with the right sugar concentration, can significantly enhance the quality of alcoholic pear slices, providing a valuable use for byproducts in pear wine production. This novel product offers the combined benefits of alcohol content and fruit flavor, making it a unique addition to the market.…”
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