Data cleaning and harmonization of clinical trial data: Medication-assisted treatment for opioid use disorder. by Raymond R Balise, Mei-Chen Hu, Anna R Calderon, Gabriel J Odom, Laura Brandt, Sean X Luo, Daniel J Feaster

“…A systematic harmonization of OUD clinical trial data can be accomplished, despite heterogeneous data coding and classification procedures, by standardizing commonly assessed characteristics. …”
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Construction and validation of a prognostic model for colorectal cancer based on migrasome-related long non-coding RNAs by Qiang Lv, Qingzhu Yang, Hongsheng Chen, Yang Wang, Yuliuming Wang, Xu Hu, Ming Liu

“…Methods RNA sequencing data from COAD patients were acquired from The Cancer Genome Atlas Program (TCGA) database to construct a prognostic lncRNA model based on known migrasome-related genes (MRGs). …”
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The role of notch signaling pathway and non-coding RNAs in cancer and inflammation: progress, therapeutic insights, and future directions by Rong-Zu Nie, Rong-Zu Nie, Hang Wang, Hang Wang, Shuang-Shuang Wang, Shuang-Shuang Wang, Chen Chen, Chen Chen, Huo-Min Luo, Huo-Min Luo, Hao-Kun Zhang, Hao-Kun Zhang, Zhao-Hui Jing, Zhao-Hui Jing, Pei-Feng Li, Pei-Feng Li

“…The Notch signaling pathway and non-coding RNAs (ncRNAs) play significant roles in regulating key cellular processes such as cancer progression, metastasis, and drug resistance. …”
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Novel non-coding FOXP3 transcript isoform associated to potential transcriptional interference in human regulatory T cells by Marcos Cases, Niclas Ritter, Hector Rincon-Arevalo, Sandy Kroh, Aysegül Adam, Marieluise Kirchner, Hanieh Moradian, Manfred Gossen, Maria Dzamukova, Artür Manukyan, Markus Landthaler, Christopher Kressler, Anja E. Hauser, Daniel P. Depledge, Julia K. Polansky, Hyun-Dong Chang

“…Western blotting, analysis of public mass spectrometry data, and transfection of in vitro transcribed RNA suggested that longFOXP3 is not coding. …”
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Transcriptomic Analysis Reveals the Role of Long Non-Coding RNAs in Response to Drought Stress in Tibetan Hulless Barley by Zitao Wang, Yue Fang, Qinyue Min, Kaifeng Zheng, Yanrong Pang, Jinyuan Chen, Feng Qiao, Shengcheng Han

“…While substantial progress has been made in interpreting the functions and regulatory mechanisms of coding RNAs, the study of lncRNAs in Tibetan hulless barley remains incomplete. …”
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Preparation of highly multiplexed small RNA sequencing libraries by Helena Persson, Rolf Søkilde, Anna Chiara Pirona, Carlos Rovira

“…MicroRNAs (miRNAs) are ∼22-nucleotide-long small non-coding RNAs that regulate the expression of protein-coding genes by base pairing to partially complementary target sites, preferentially located in the 3´ untranslated region (UTR) of target mRNAs. …”
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Question–Answer Methodology for Vulnerable Source Code Review via Prototype-Based Model-Agnostic Meta-Learning by Pablo Corona-Fraga, Aldo Hernandez-Suarez, Gabriel Sanchez-Perez, Linda Karina Toscano-Medina, Hector Perez-Meana, Jose Portillo-Portillo, Jesus Olivares-Mercado, Luis Javier García Villalba

“…In cybersecurity, identifying and addressing vulnerabilities in source code is essential for maintaining secure IT environments. …”
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Cracking the code of a correlate of protection against SARS-CoV-2 breakthrough infection in cancer patients by Yana Debie, Irene Garcia-Fogeda, Lander Willem, Ella Roelant, Lise Verbruggen, Greetje Vanhoutte, Lieselot Croes, Christof Vulsteke, Wim Demey, Willem Lybaert, Marianne Hanssens, Alain Bols, Johan Van ongeval, Ann De Becker, Hilde Jansens, Maria E. Goossens, Annelies Janssens, Hans Prenen, Sébastien Anguille, Marc Peeters, Peter A. van Dam, Niel Hens, Steven Abrams, Timon Vandamme

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Decoding circRNA translation: challenges and advances in computational method development by Jingjing Zhang, Jingjing Zhang, Rui Zhou, Rui Zhou, Huiling Zhang, Yin Peng, Jintao Meng, Wenhui Xi, Yanjie Wei

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Defining a minimal cell: essentiality of small ORFs and ncRNAs in a genome‐reduced bacterium by Maria Lluch‐Senar, Javier Delgado, Wei‐Hua Chen, Verónica Lloréns‐Rico, Francis J O'Reilly, Judith AH Wodke, E Besray Unal, Eva Yus, Sira Martínez, Robert J Nichols, Tony Ferrar, Ana Vivancos, Arne Schmeisky, Jörg Stülke, Vera van Noort, Anne‐Claude Gavin, Peer Bork, Luis Serrano

“…We found that the minimal essential genome is comprised of 33% (269,410 bp) of the M. pneumoniae genome. Our data highlight an unexpected hidden layer of smORFs with essential functions, as well as non‐coding regions, thus changing the focus when aiming to define the minimal essential genome.…”
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Alih Kode dan Campur Kode dalam Interaksi Mahasantri Putri Mahad Al-Jamiah IAIN Curup by Nisa Ul Amanah, Maria Botifar, Ummul Khair

“…This study aims to describe the form of code switching, code mixing and speech events in the interaction of female students of Mahad Al-Jamiah IAIN Curup. …”
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Optimizing Spatial Complexity of the Hard Decision Decoder Based on Hash and Syndrome Decoding (HSDec) by Seddiq El Kasmi Alaoui, Tarik Chanyour, Hamza Faham, Said Nouh

“…While maintaining the integrity of error correction, this new method guarantees memory reduction rates of over 96 % for the BCH(63, 39, 9) code and over 84 % for the QR(47, 24, 11) code compared to HSDec. …”
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Protection of personal data of the employee by S. M. Gusarov, K. Yu. Melnyk

“…Problematic aspects of the Code of Labor Laws of Ukraine, the Law of Ukraine “On Protection of Personal Data” and the draft Law of Ukraine “On Labor” regarding the completeness of legal regulations on the protection of personal data of employees are outlined. …”
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NORDIC denoising on VASO data by Lasse Knudsen, Lasse Knudsen, Luca Vizioli, Federico De Martino, Lonike K. Faes, Daniel A. Handwerker, Steen Moeller, Peter A. Bandettini, Peter A. Bandettini, Laurentius Huber

“…Since very few groups currently have 3T VASO data, by sharing our analysis and code, we can compile and compare the effects of NORDIC across a broader range of acquisition parameters and study designs. …”
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Data-Efficient Reinforcement Learning Framework for Autonomous Flight Based on Real-World Flight Data by Uicheon Lee, Seonah Lee, Kyonghoon Kim

“…Although reinforcement learning offers an alternative, its practical application in real-world settings is hindered by the substantial data requirements. In this study, we develop a framework that integrates a Generative Adversarial Network (GAN) and Hindsight Experience Replay (HER) into model-based reinforcement learning to enhance data efficiency and accuracy. …”
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Threat analysis and defense methods of deep-learning-based data theft in data sandbox mode by Hezhong PAN, Peiyi HAN, Xiayu XIANG, Shaoming DUAN, Rongfei ZHUANG, Chuanyi LIU

“…The threat model of deep-learning-based data theft in data sandbox model was analyzed in detail, and the degree of damage and distinguishing characteristics of this attack were quantitatively evaluated both in the data processing stage and the model training stage.Aiming at the attack in the data processing stage, a data leakage prevention method based on model pruning was proposed to reduce the amount of data leakage while ensuring the availability of the original model.Aiming at the attack in model training stage, an attack detection method based on model parameter analysis was proposed to intercept malicious models and prevent data leakage.These two methods do not need to modify or encrypt data, and do not need to manually analyze the training code of deep learning model, so they can be better applied to data theft defense in data sandbox mode.Experimental evaluation shows that the defense method based on model pruning can reduce 73% of data leakage, and the detection method based on model parameter analysis can effectively identify more than 95% of attacks.…”
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Human Contributions to Safety Data Testbed Flight Simulation Study: Data Methods, Processing, and Quality by Tyler Fettrow, Chad Stephens, Lance Prinzel, Jon Holbrook, Kathryn Ballard, Sepehr Bastami, Michael Stewart, Daniel Kiggins

“…The data and code are publicly available providing a dynamic resource that encourages public contribution to quantification of resilient behavior in commercial airline pilots.…”
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Maturity of Employment Data Interoperability in supporting One Employment Data at the Ministry and Regional Government Level by Herpita Wahyuni, Dyah Mutiarin, Wahyudi Kumorotomo, Ulung Pribadi, Nur Syakiran Akmal Ismail

“…The research results show that the Preparedness indicator with a percentage of NVivo 12 Plus analysis results is 20.00% with the implementation of strengthening the implementation of one employment data policy by coordinating between central and regional employment agencies which aims to unify perceptions between the Ministry of Manpower and the Department in charge of employment regarding data standards, metadata, and employment data reference codes. …”
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Predicting drug protein interactions based on improved support vector data description in unbalanced data by Alireza Khorramfard, Jamshid Pirgazi, Ali Ghanbari Sorkhi

“…To address the challenge of unbalanced datasets, a Support Vector Data Description (SVDD) approach is employed, outperforming standard techniques like SMOTE and ENN in balancing data. …”
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An Autoencoder-Based Task-Oriented Semantic Communication System for M2M Communication by Prabhath Samarathunga, Hossein Rezaei, Maheshi Lokumarambage, Thushan Sivalingam, Nandana Rajatheva, Anil Fernando

“…The proposed autoencoder architecture, with a semantically modeled encoder and decoder, transmits image data as a reduced-dimension vector (latent vector) through an error-prone channel. …”
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