Large language models generating synthetic clinical datasets: a feasibility and comparative analysis with real-world perioperative data by Austin A. Barr, Joshua Quan, Eddie Guo, Emre Sezgin, Emre Sezgin

“…Overlap of 95% CIs were observed in 6/7 (85.71%) continuous parameters.ConclusionZero-shot prompting with GPT-4o can generate realistic tabular synthetic datasets, which can replicate key statistical properties of real-world perioperative data. …”
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ECG-LM: Understanding Electrocardiogram with a Large Language Model by Kai Yang, Massimo Hong, Jiahuan Zhang, Yizhen Luo, Suyuan Zhao, Ou Zhang, Xiaomao Yu, Jiawen Zhou, Liuqing Yang, Ping Zhang, Mu Qiao, Zaiqing Nie

“…Results: ECG-LM outperforms existing few-shot and zero-shot solutions in cardiovascular disease detection across all 3 tasks (diagnostic, rhythm, and form) while also demonstrating strong potential in ECG-related question answering. …”
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On the space of SARS-CoV-2 genetic sequence variants by A. Yu. Palyanov, N. V. Palyanova

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A novel approach to analyzing the evolution of SARS-CoV-2 based on visualization and clustering of large genetic data compactly represented in operative memory by A. Yu. Palyanov, N. V. Palyanova

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The 70-year history of metallurgical production at the Minsk automobile plant and prospects of its development by P. S. Gurchenko, Yu. E. Cazyuchits, A. M. Skibar, B. A. Chepyzhov

“…The brief characteristics of the technological processes created at MAW for obtaining steel cast heat-treated shot and briquetting metal chips using induction heating, as well as modern molding and core mixtures and equipment developed at MAW and eqiopment created at OJSC «BELNIILIT», are given.…”
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Adaptive Gain and Analog Wavelet Transform for Low-Power Infrared Image Sensors by P. Villard, T. Thabuis, M. Belleville, G. Sicard, G. Decaens, M. Zecri

“…To exploit both intraframe redundancy and inherent photon shot noise characteristics, a column based 1D Haar analog wavelet transform combined with variable gain amplification prior to A/D conversion is used. …”
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Une « drôle de guerre » à l’écran : Khalkhin Gol by Alexandre Sumpf

“…Shot in 1939 in Mongolia and edited in Moscow by documentary filmmaker Ilya Kopalin, Khalkhin Gol recounts the achievements of the Red Army and its commander General Zhukov in the struggle against the Japanese enemy. …”
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First record of a golden jackal (Canis aureus) in the Savinja Valley (Northern Slovenia) by Miha Krofel, Hubert Potočnik

“… The article presents the record of an adult female golden jackal (Canis aureus) accidentally shot in 2005 near Gornji Grad in the Upper Savinja Valley, Northern Slovenia (UTM VM82, 980 m a.s.l.). …”
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The Living Camera in the Ritual Landscape: The Teachers of the Tatuutsi Maxakwaxi School, the Wixárika Ancestors, and the <i>Teiwari</i> Negotiate Videography by Lea Kantonen, Pekka Kantonen

“…In this article, we outline the meanings modern Wixárika institutions, such as the school and the museum, may receive as parts of ritual landscape and how the community-based videos shot in the context of these institutions may increase our understanding of ritual landscapes in general. …”
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Код-«мусор» – кривой почерк – опечатка: несовершенство как литературный приём в цифровой эре by Ellen Rutten

“… Code “garbage” - crooked handwriting - typo: Imperfection as a literary device in the digital age In this digitized age, we witness a transnational interest in the ‘aesthetics of imperfection’ – aesthetic gestures that foreground shortcomings, mistakes, and flaws. Blockbusters shot with cheap cameras, trash fashion, consciously blurry photos, glitch music: for the cultural producers and consumers of these and other aesthetic practices, the unpolished object is not a taboo but rather an asset or a hallmark of sincerity, authenticity, and other positive values. …”
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EW-CACTUs-MAML: A Robust Metalearning System for Rapid Classification on a Large Number of Tasks by Wen-Feng Wang, Jingjing Zhang, Peng An

“…The model-agnostic metalearning (MAML) with the CACTUs method (clustering to automatically construct tasks for unsupervised metalearning) is improved as EW-CACTUs-MAML after integrated with the entropy weight (EW) method. Few-shot mechanisms are introduced in the deep network for efficient learning of a large number of tasks. …”
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Moradores de cortiço, capitães da areia e cobradores urbanos: personagens excluídos da construção da ordem nacional by Eliana Kuster

“…We looked support in the Brazilian literature, used in dialogue with scholars who are dealing with the question under historical and social focuses, through works such as O cortiço, by Aluízio Azevedo (1890), Capitães da areia, by Jorge Amado (1937), and the shot story “O cobrador”, by Rubem Fonseca (1979). …”
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Costoclavicular block for distal radius open reduction and internal fixation by Cassandra Williams, Jibran Ikram, Nicholas Swerchowsky, Sabry Ayad

“…He received a preoperative single-shot costoclavicular nerve block before undergoing a distal radius open reduction and internal fixation. …”
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15q23 Gain in a Neonate with a Giant Omphalocele and Multiple Co-Occurring Anomalies by Hui-Fang Zhou, Christopher J. O’Conor, Chiraag Gangahar, Louis P. Dehner

“…High-resolution chromosomal microarray analysis identified this gain of copy number spanned 676 kb, involving almost the entire NOX5 gene (except for exon 1 of the longer transcript), the entirety of the EWSAT1, GLCE, PAQR5, KIF23, RPLP1, and DRAIC genes and exons 1–3 of the PCAT29 gene. …”
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Association of mitochondrial haplogroup F with physical performance in korean population by In Wook Hwang, Kicheol Kim, Eun Ji Choi, Han Jun Jin

“…The 20 mtDNA haplogroups were determined using the SNaPshot assay. Our result showed a significant association of the haplogroup F with athlete status (odds ratio, 3.04; 95% confidence interval, 1.094 to 8.464; p = 0.012). …”
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Analisis Performa Ekstraksi Konten GPT-3 Dengan Matrik Bertscore Dan Rouge by Yetti Yuniati, Kaira Milani Fitria, Melvi, Sri Purwiyanti, Emir Nasrullah, Meizano A Muhammad

“…This research utilises the ‘few-shot learning’ approach inherent to the GPT-3 model. …”
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Development of the therapeutic regimen based on the synergistic activity of cyclophosphamide and double-stranded DNA preparation which results in complete cure of mice engrafted wi... by E. A. Potter, E. V. Dolgova, A. S. Proskurina, Ya. R. Efremov, O. S. Taranov, V. P. Nikolin, N. A. Popova, T. D. Dubatolova, D. D. Petrova, E. I. Vereschagin, A. M. Minkevich, O. M. Andrushkevich, S. I. Baiborodin, V. A. Rogachev, A. A. Ostanin, E. R. Chernykh, N. A. Kolchanov, S. S. Bogachev

“…The timing of the “final shot” is crucial for the successful treatment, which eradicates tumorigenic cell subpopulation from Krebs-2 ascites. …”
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Spanish cities as filming locations: analysis and spatial distribution by Agustín Gámir Orueta, Patricia Montecino Huedo, Sergio Reyes Corredera

“…Using this methodology has enabled us to circumvent the feature film as a unit of analysis, and instead focus attention on the clips, understood as such as sequences shot in exteriors, with their precise duration and geo-localization. …”
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Underwater Incomplete Target Recognition Network via Generating Feature Module by Qi Shen, Jishen Jia, Lei Cai

“…Finally, supervised contrastive learning is introduced into few-shot learning to improve the intraclass similarity and interclass distance of the target and enhance the generalization of the algorithm. …”
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An English Teaching Pronunciation Detection and Recognition Algorithm Based on Cluster Analysis and Improved SSD by Dongxiao Peng

“…Aiming at the poor effect and slow speed of the original SSD (Single Shot MultiBox Detector) algorithm in English teaching pronunciation detection, this paper proposes a clustering and improved SSD algorithm for English teaching pronunciation detection and recognition. …”
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