Deductively coding psychosocial autopsy interview data using a few-shot learning large language model by Elias Balt, Elias Balt, Salim Salmi, Sandjai Bhulai, Stefan Vrinzen, Merijn Eikelenboom, Merijn Eikelenboom, Renske Gilissen, Renske Gilissen, Daan Creemers, Daan Creemers, Arne Popma, Saskia Mérelle, Saskia Mérelle

“…The model performance was evaluated in three tasks: (1) binary classification of coded segments, (2) independent classification using a sliding window approach, and (3) summarization of coded data. …”
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Adjustable random linear network coding (ARLNC): A solution for data transmission in dynamic IoT computational environments by Raffi Dilanchian, Ali Bohlooli, Kamal Jamshidi

Subjects: “…Random linear network coding…”
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Targeted dimensionality reduction enables reliable estimation of neural population coding accuracy from trial-limited data. by Charles R Heller, Stephen V David

“…In practice, this requires large amounts of data, both across observations and across neurons. …”
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Erroneous Classification and Coding as a Limitation for Big Data Analyses: Causes and Impacts Illustrated by the Diagnosis of Clavicle Injuries by Robert Raché, Lara-Sophie Claudé, Marcus Vollmer, Lyubomir Haralambiev, Denis Gümbel, Axel Ekkernkamp, Martin Jordan, Stefan Schulz-Drost, Mustafa Sinan Bakir

“…<b>Methods</b>: This retrospective study analyzed patient data from two Level 1 trauma centers, covering the period from 2008 to 2019. …”
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Core socioDemographic data variables in ICU Trials (CoDe-IT): a protocol for generating core data variables using a Delphi consensus process by Sangeeta Mehta, Srinivas Murthy, Karen E A Burns, Kirsten Fiest, John C Marshall, Fatima Sheikh, Alya Heirali, Karla D Krewulak, Katie O'Hearn, Kristine Russell, Scotty Kupsch, Christina Maratta

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Bioinformatics approach to processing data from high-throughput sequencing of small RNA molecules by A. A. Zharikova, Yu. V. Vyatkin, A. V. Kiseleva, A. N. Meshkov

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Preprocessing of Aspect-based English Telugu Code Mixed Sentiment Analysis by Arun Kodirekka, Ayyagari Srinagesh

Subjects: “…english-telugu code-mixed data…”
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QR Food Ordering System with Data Analytics by Chee-Chun Wong, Lee-Ying Chong, Siew-Chin Chong, Check-Yee Law

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The impact of the nucleosome code on protein-coding sequence evolution in yeast. by Tobias Warnecke, Nizar N Batada, Laurence D Hurst

“…Here, we ask whether the way DNA works also imposes constraints on coding sequence evolution. We identify nucleosome positioning as a likely candidate to set up such a DNA-level selective regime and use high-resolution microarray data in yeast to compare the evolution of coding sequence bound to or free from nucleosomes. …”
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Let’s DOIT: Using Intel’s Extended HW/SW Contract for Secure Compilation of Crypto Code by Santiago Arranz-Olmos, Gilles Barthe, Benjamin Grégoire, Jan Jancar, Vincent Laporte, Tiago Oliveira, Peter Schwabe

Subjects: “…data-operand-independent timing…”
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Open science and phenotyping in UK administrative health, education and social care data: the ECHILD phenotype code list repository by Matthew A Jay, Kate Lewis, Difei Shi, Rebecca Langella, Tony Stone, Sorcha Ní Chobhthaigh, Ania Zylbersztejn, Ruth Blackburn, Katie Harron

“…Clinical phenotypes are useful as exposures, covariates and outcomes in research studies using administrative data, including health data linked to other sources such as the Education and Child Health Insights from Linked Data (ECHILD) project. …”
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Analyzing the ecologicality and functionality of kiln architecture in China through KH coder data mining algorithm and hierarchical event coding by Runze Liu, Xiang Wang, Lin Yuan, Yunting Gao, Yan Zhang, Mengsi Yang, Weicong Li

“…Based on constructing ecologicality-architecture-cultural resilience theory, this study analyzes the structural features, ecological technologies, and conservation status of kiln architecture across various regions in China through KH Coder data mining and hierarchical event coding method and proposes a new protective framework. …”
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High-Accuracy Pseudo-Random Code Laser Ranging Method Based on Data Shifting and Parameter Calibration of Phase Discriminator by Chaoyang Li, Fei Yang, Jianfeng Sun, Zhiyong Lu, Yu Zhou, Chenxiang Qian, Weibiao Chen

“…The early–late correlation peaks are obtained via data shifting, while the early and late codes remain unchanged. …”
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Neutron Transport Simulations of RBMK Fuel Assembly Using Multigroup and Continuous Energy Data Libraries within the SCALE Code by Andrius Slavickas, Raimondas Pabarčius, Aurimas Tonkūnas, Sigitas Rimkevičius

“…The neutron transport simulations of RBMK-1500 fuel assembly were performed using both multigroup and continuous energy data libraries available within the SCALE code system in order to validate its suitability for the estimation of RBMK neutronic characteristics. …”
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Patients with ICD-10-CM codes for Naegleriasis in U.S. hospitals, 2016-2024: A retrospective analysis of administrative data by Thad Wilkins, Alyssa Harris, Will Cagle, Pravin Vikram, Phillip Coule, Jose Vazquez

“…Methods: A retrospective analysis was conducted using the Vizient® Clinical Database, which includes discharge-level data from over 500 U.S. hospitals. Patients discharged between January 2016 and February 2024 with ICD-10-CM code B60.2 (naegleriasis) were identified. …”
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The cerebellum converts input data into a hyper low-resolution granule cell code with spatial dimensions: a hypothesis by Mike Gilbert, Anders Rasmussen

“…We propose, with evidence, the reverse: physiology is highly adapted to provide a noiseless medium for straightforward computations. We find that input data are converted to a hyper low-resolution internal code. …”
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Efficient and Real-Time Compression Schemes of Multi-Dimensional Data from Ocean Buoys Using Golomb-Rice Coding by Quan Liu, Ziling Huang, Kun Chen, Jianmin Xiao

Subjects: “…multidimensional data…”
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Leveraging BERT for embedding ICD codes from large scale cardiovascular EMR data to understand patient diagnostic patterns by Minkyoung Kim, Yunha Kim, Hee Jun Kang, Hyeram Seo, Heejung Choi, JiYe Han, Gaeun Kee, Soyoung Ko, HyoJe Jung, Byeolhee Kim, Boeun Choi, Tae Joon Jun, Young-Hak Kim

“…Extracting insights from coded medical data, such as ICD-10 codes, is essential for patient characterization. …”
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Detecting hate in diversity: a survey of multilingual code-mixed image and video analysis by Hafiz Muhammad Raza Ur Rehman, Mahpara Saleem, Muhammad Zeeshan Jhandir, Eduardo Silva Alvarado, Helena Garay, Imran Ashraf

“…We fill research gaps by assessing a variety of methods, including deep learning, machine learning, and natural language processing, especially for complicated data like code-mixed and cross-lingual text. Additionally, we offer key technique comparisons, suggesting future research avenues that prioritize multi-modal analysis and ethical data handling, while acknowledging its benefits and drawbacks. …”
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Smell-ML: A Machine Learning Framework for Detecting Rarely Studied Code Smells by Esraa Hamouda, Abeer El-Korany, Soha Makady

Subjects: “…Code smell detection…”
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