Evolution Characteristics of China's Big Food Concept Economic Statistics Data Under the Perspective of Food Security by Dafang WU, Quanyan WANG, Shuaishuai JIA

“…This article analyzes the dynamic evolution characteristics of China's food security security pattern from the perspective of economic statistics. …”
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CRYPTOCURRENCY TIME SERIES FORECASTING MODEL USING GRU ALGORITHM BASED ON MACHINE LEARNING by Melina Melina, Sukono Sukono, Herlina Napitupulu, Norizan Mohamed, Yulison Herry Chrisnanto, Asep ID Hadiana, Valentina Adimurti Kusumaningtyas

“…This research aims to build a cryptocurrency forecasting model with a machine learning-based time series approach using the gated recurrent units (GRU) algorithm. The dataset used is historical Bitcoin closing price data from January 1, 2017, to July 31, 2024. …”
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Understanding barriers and opportunities for fresh produce access in eThekwini Metro, Durban, South Africa by Scott Drimie, Mieke Faber, Lisanne du Plessis

“… South Africa faces a triple burden of malnutrition – undernutrition, hidden hunger and increasing rates of overweight and obesity driven by poor dietary choices. …”
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The Fracture Ankle Implant Review (FAIR) study: a national multicentre retrospective review of practice in implant choice, fixation methods, and outcomes in fixation of the fibula... by William G. Fishley, Thomas Baldock, Alan J. Hilley, Rory Morrison, Paul Baker, Dave Townshend, FAIR Study Collaborating Authors

“…A local pilot service evaluation previously identified variance in use of locking plates in all patterns with significant cost implications. The Fracture Ankle Implant Review (FAIR) study aimed to evaluate current practice and implant use across the UK, and review outcomes and complication rates between different fibula fixation methods. …”
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Predicting hydrocarbon reservoir quality in deepwater sedimentary systems using sequential deep learning techniques by Xiao Hu, Jun Xie, Xiwei Li, Junzheng Han, Zhengquan Zhao, Hamzeh Ghorbani

“…Three sequential deep learning models—Recurrent Neural Network and Gated Recurrent Unit—were developed and optimized using the Adam algorithm. …”
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A novel model for accurate and fast prediction of cancer incidence by Mahmoud Hamed, Berlanty A. Zayed, Fotouh R. Mansour

“…The high degree of similarity between the actual and predicted cancer incidence rates was notable. Similar results were obtained when predicting cancer incidence rates in the countries studied. …”
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FILAMIN A IN BREAST CANCER: FROM LITERATURE TO FUNCTIONAL INSIGHTS

“…While early-stage tumors often respond to treatment, progression to metastasis significantly lowers survival rates, highlighting the need for novel therapeutic approaches2. …”
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An Optimization Strategy for Truncating Ultralong Bus Lines Integrated with Metro Networks by Cuiying Song, Yujun Chen, Jihui Ma

“…For most ultralong bus lines, low punctuality rates and vehicle bunching are two main challenges. …”
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Radiotherapy combined with anlotinib for refractory leiomyosarcoma: a case report and literature review by Ziming Li, Xiuchun Yu, Ming Xu

“…Refractory leiomyosarcoma (LMS) is characterized by notoriously high recurrence rates and poses significant surgical challenges due to its anatomical complexity and invasive growth patterns. …”
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Mapping Racial Fluidity over Time in Jamaica by Monique D. A. Kelly

“…Over time, skin color ratings between Black and mixed-race individuals converged, suggesting increased fluidity between skin color and racial identity. …”
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Increased Daytime Sleepiness in Patients with Childhood Craniopharyngioma and Hypothalamic Tumor Involvement: Review of the Literature and Perspectives by Hermann L. Müller

“…Childhood craniopharyngiomas are rare embryogenic malformations of the sellar region, presumably derived from Rathke cleft epithelium. The overall survival rates after neurosurgical intervention and/or irradiation are high (92%). …”
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Policing the Economy: Hyperinflation, Consumption and the Making of Austerity in Greater Buenos Aires, 1989-1991 by Jennifer Adair

“…DIPPBA officers tracked the fluctuating price of basic goods, rising rates of urban poverty, and sporadic outbreaks of supermarket lootings. …”
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Determinants of depressive symptoms in multinational middle-aged and older adults by Can Lu, Shenwei Wan, Zhiyong Liu

“…SHAP analyses identified self-rated health as the predominant predictor, though key factors varied notably—gender was especially influential in MHAS. …”
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Coastal aquifers key contributors to ocean chemistry through solute fluxes by Yael Kiro

“…Moreover, they are dynamically linked to sea-level changes: falling sea levels enhance SGD-driven solute inputs, whereas rising sea levels suppress them. These patterns suggest that SGD fluxes may regulate long-term climate trends, including rates of global cooling or warming.…”
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MSA-GCN: Exploiting Multi-Scale Temporal Dynamics With Adaptive Graph Convolution for Skeleton-Based Action Recognition by Kowovi Comivi Alowonou, Ji-Hyeong Han

“…On the other hand, the TMST module integrates a Gated Multi-stage Temporal Convolution (GMSTC) with a Temporal Multi-Head Self-Attention (TMHSA) to capture global temporal features and accommodate both long-term and short-term dependencies within action sequences. …”
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Improving the prediction of streamflow in large watersheds based on seasonal trend decomposition and vectorized deep learning models by Ningchang Kang, Zhaocai Wang, Anbin Zhang, Hang Chen

“…These components are then modeled independently: long short-term memory (LSTM) and convolutional neural networks (CNN) handle trend and seasonal patterns, while gated recurrent units (GRU) and Transformer process residual fluctuations. …”
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Multiscale Convolutional Fusion Network for Efficient Monaural Speech Separation by Rui Yang, Shanliang Pan

“…MSCF first employs dynamic convolution-based downsampling to enhance the multiscale feature representation. Adaptive gating and multiscale convolutions are then utilized to capture complex acoustic patterns. …”
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Distinctive lung cancer incidence trends among men and women attributable to the period effect in Shanghai: An analysis spanning 42 years by Li Xie, Ying Qian, Yishan Liu, Yixuan Li, Sinong Jia, Herbert Yu, Chunfang Wang, Biyun Qian, Pingping Bao

“…Methods Data were obtained from Shanghai Cancer Registry. Age‐standardized rates were calculated and average annual percent changes (AAPCs) were evaluated by Joinpoint regression. …”
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A Comprehensive Review of the Implementation and Impact of Nikshay Poshan Yojana in India’s National Tuberculosis Elimination Programme by Sethuraman Sivaraman, Saurabh Kumar Banerjee

“…Key aspects analysed include coverage and enrolment rates, disbursement processes, awareness and utilisation patterns, implementation challenges, and the scheme’s impact on treatment outcomes and nutritional status. …”
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Indirect exposure to insect growth disruptors affects honey bee (Apis mellifera) reproductive behaviors and ovarian protein expression. by Julia D Fine, Leonard J Foster, Alison McAfee

“…Curiously, eggs laid by queens exposed to pyriproxyfen exhibited increased hatching rates, and those larvae developed into worker progeny with increased responsiveness to their queens. …”
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