Enhancing prostate cancer segmentation in bpMRI: Integrating zonal awareness into attention-guided U-Net by Chao Wei, Zheng Liu, Yibo Zhang, Lianhui Fan

“…The aim is to improve the diagnostic performance through a novel automated approach of a two-step mechanism using bpMRI images. …”
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Matrix theory reloaded: a BPS road to holography by Chris D. A. Blair, Johannes Lahnsteiner, Niels A. Obers, Ziqi Yan

“…By consecutively applying two such limits, we systematically generate further examples of holography, including novel versions with non-Lorentzian bulk geometry. …”
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Identification of Differentially Expressed lncRNAs in a CpG ODN-Activated Macrophage by Ying Zheng, Xi Luo, Zailong Qin, Zhiguang Zhou

“…Long noncoding RNA (lncRNA) is a novel class of noncoding RNA, whose length is more than 200 nt, but without protein-coding capacity. lncRNAs are involved in many physiological and pathological processes, including inflammatory responses. …”
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Waterlogging Effect on Growth, Yield and Physiological Responses of Blackgram (Vigna Mungo L.) Genotypes by Sayma Binta Alam, Nasrin Sultana, Saosan Zannat, Nazmun Naher

“…In the future, waterlogging stress tolerant varieties with more suitable genetic base of blackgram plants needed to identify and utilize the novel traits of donors are now required in breeding programs.…”
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GuardianMPC: Backdoor-Resilient Neural Network Computation by Mohammad Hashemi, Domenic Forte, Fatemeh Ganji

“…To ensure resilience against such backdoor attacks, this work presents GuardianMPC, a novel framework leveraging secure multiparty computation (MPC). …”
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Long short-term memory autoencoder based network of financial indices by Kamrul Hasan Tuhin, Ashadun Nobi, Mahmudul Hasan Rakib, Jae Woo Lee

“…Abstract We present a novel approach for analyzing financial time series data using a Long Short-Term Memory Autoencoder (LSTMAE), a deep learning method. …”
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An MR Brain Images Classifier System via Particle Swarm Optimization and Kernel Support Vector Machine by Yudong Zhang, Shuihua Wang, Genlin Ji, Zhengchao Dong

“…In this paper, we proposed a novel hybrid system to classify a given MR brain image as either normal or abnormal. …”
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Challenges in Medicine: The Odyssey of a Patient with Isolated IgG4-Related Eosinophilic Angiocentric Fibrosis Presenting as a Locally Destructive Sinonasal Mass by Snigdha Nutalapati, Richard O’Neal, William O’Connor, Brett T. Comer, Gerhard C. Hildebrandt

“…Our case interestingly also had T-cell clonality and isolated isocitrate dehydrogenase 2 enzyme mutation on next-generation sequencing, suggesting a possible role of novel molecular-targeted therapies in this rare disease. …”
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The Japanese encephalitis virus NS1' protein facilitates virus infection in mosquitoes. by Yuwei Liu, Yutian Huang, Ruidong Li, Chang Miao, Yi He, Changhao Xu, Xi Zhu, Bowen Li, Rui Wu, Qin Zhao, Yiping Wen, Xiaobo Huang, Qi-Gui Yan, Yi-Fei Lang, Shan Zhao, Yiping Wang, Yajie Hu, San-Jie Cao, Senyan Du

“…This finding offers new insights into the transmission mechanisms of JEV, elucidating novel aspects of viral propagation.…”
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CMS systems in rapeseed and their use in the breeding of domestic hybrids by I. N. Anisimova, A. G. Dubovskaya

“…The male sterility character proved to be determined by chimeric mitochondrial genes, characterized by the presence of novel transcribed open reading frames (orf). Mitochondrial CMS genes associated with nap, pol, ogu and Nsa sterility types as well as nuclear Rf genes for pollen fertility restoration were identified. …”
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Myeloma cell-derived CXCL7 facilitates proliferation of tumor cells and occurrence of osteolytic lesions through JAK/STAT3 pathway by Yue Wang, Tianwei Lan, Qiongyan Zhang, Chi Zhou, Peng Liu

“…Concurrently, it was discovered that CXCL7 could activate the JAK/STAT3 pathway via CXCR2 and upregulate the expression levels of MMP13 and C-myc, facilitating MM cell proliferation and activation of the osteoclast signaling pathway. Our study offers novel insights into the pathogenic mechanism of osteolytic lesions and implies that targeting CXCL7 may present a new therapeutic avenue for MM.…”
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Network representations of drum sequences for classification and generation by Daniel Gómez-Marín, Daniel Gómez-Marín, Sergi Jordà, Perfecto Herrera

“…This network-based representation allows for the analysis of similarities between different drumming styles, as well as the generation of novel drum patterns. Through a series of experiments, we demonstrate the effectiveness of this approach. …”
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The Effect of the Addition of Core Exercises to Supervised Physiotherapy in Patients With Subacromial Impingement Syndrome by Héctor Gutiérrez-Espinoza, Guillermo Méndez-Rebolledo, Jonathan Zavala-González, Serghio Torreblanca-Vargas, Felipe Araya-Quintanilla

“…# Background Weakness of the rotator cuff has been reported in patients with subacromial impingement syndrome (SIS). A novel therapeutic approach proposes adding exercises for the core musculature to aid in functional recovery in these patients…”
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Interval Prediction of Photovoltaic Power Using Improved NARX Network and Density Peak Clustering Based on Kernel Mahalanobis Distance by Wen-He Chen, Long-Sheng Cheng, Zhi-Peng Chang, Han-Ting Zhou, Qi-Feng Yao, Zhai-Ming Peng, Li-Qun Fu, Zong-Xiang Chen

“…Existing forecasting methods are ineffective for grid scheduling decisions or risk analysis. The novel multicluster interval prediction method is proposed to consider the volatility and randomness of PV power output. …”
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General Log-Linear Weibull Model Combining Vibration and Temperature Characteristics for Remaining Useful Life Prediction of Rolling Element Bearings by Mingzhu Lv, Shixun Liu, Xiaoming Su, Changzheng Chen

“…However, a single signal source cannot fully reflect the degradation trend of bearings, influencing the RUL prediction precision. In this paper, a novel general log-linear Weibull (GLL-Weibull) model is constructed by considering vibration and temperature condition monitoring signals to estimate the model parameters. …”
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Preliminary screening of new biomarkers for sepsis using bioinformatics and experimental validation. by Hao Wang, Wei Xiong, Wu Zhong, Yingchun Hu

“…<h4>Objective</h4>To screen novel biomarkers for sepsis.<h4>Methods</h4>Raw sepsis data were downloaded from the Chinese National Genebank (CNGBdb) and screened for differentially expressed RNAs. …”
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Quality of Life in Wilson’s Disease: A Systematic Literature Review by Chakrapani Balijepalli, Kevin Yan, Lakshmi Gullapalli, Stephane Barakat, Helene Chevrou-Severac, Eric Druyts

“…**Discussion:** Although our understanding of the underlying pathophysiology of WD has advanced, and novel therapeutics are on the horizon, our understanding of how WD affects overall QOL remains limited. …”
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The Lift Enhancement Effect of a New Fluidic Oscillator on High-Lift Wings by Tong Zhao, Yalei Bai

“…However, the underlying mechanisms governing the operation of fluidic oscillators remain poorly understood, and the effect of oscillation frequency on flow control performance has yet to be conclusively determined. In this study, a novel fluidic oscillator is proposed that achieves frequency decoupling by replacing the conventional feedback channel with synthetic jets, thereby enabling modulation of oscillation frequency at a constant momentum coefficient. …”
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An Automated Approach for Epilepsy Detection Based on Tunable Q-Wavelet and Firefly Feature Selection Algorithm by Ahmed I. Sharaf, Mohamed Abu El-Soud, Ibrahim M. El-Henawy

“…This paper introduces a novel approach to recognize and classify the epileptic seizure and seizure-free EEG signals automatically by an intelligent computer-aided method. …”
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DVGEDR: a drug repositioning method based on dual-view fusion and graph enhancement mechanism in heterogeneous networks by Dongjiang Niu, Lianwei Zhang, Beiyi Zhang, Qiang Zhang, Shanyang Ding, Hai Wei, Zhen Li

“…In this paper, first, a novel drug repositioning method, namely DVGEDR, is proposed, which generates two subgraphs of the target drug–disease pair to fuse biological information and integrate drug–disease associations from two distinct perspectives: drug–disease heterogeneous network and similarity networks. …”
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