Uncertainty Quantification and Assimilation Method Based on Evaluated Nuclear Data Sampling Method by HUANG Yihan, ZU Tiejun, LIU Zhengming, CAO Liangzhi, WU Hongchun

“…The evaluated nuclear data sampling code, NECP-SOUL, was utilized to produce random nuclear data samples of ENDF-6 format, and then the nuclear data processing code, NECP-Atlas, was used to generate the application libraries based on each ENDF-6 sample. …”

A Deep Learning Enabled Chest X-Ray Abnormality Detection Model for Radiology Assistance. by Ssempeebwa, Phillip, Ainembabazi, Patience

“…Finally, using this result code, the model generates a comprehensive radiology report, integrating the detected abnormalities into an easily interpretable format for healthcare professionals. …”
Get full text

REENGINEERING OF OPEN SOFTWARE SYSTEM OF 3D MODELING BRL-CAD by Stanislav Velykodniy

“…The present study summarizes the results of experimental studies; source code translation results are analyzed and summarized, the main one being the reduction in the complexity of creating open source software using the BRL-CAD example. …”
Get full text

The value-added model of the supply chain of petrochemical industries with a sustainable development approach by ali amiri, seyed abbas heydari, vahidreza Mirabi

“…The proposed model leads to the improvement of the economic and commercial performance of companies due to optimization of processes, reduction of wastage, improvement of product quality, and reduction of costs. …”
Get full text

MTLink: Adaptive multi-task learning based pre-trained language model for traceability link recovery between issues and commits by Yang Deng, Bangchao Wang, Qiang Zhu, Junping Liu, Jiewen Kuang, Xingfu Li

“…In conclusion, MTLink offers an efficient solution for ILR in software traceability. The code is available at https://zenodo.org/records/10321150.…”
Get full text

Simulation of the mitigation of tungsten divertor target erosion by real-time lithium powder injection on EAST by Yudie He, Chaofeng Sang, Yihan Wu, Yilin Wang, Wei Xu, Chen Zhang, Guizhong Zuo, Yanjie Zhang, Dezhen Wang

“…This work developed the impurity migration and wall composition dynamics code based on the WallDYN physical model and coupled it with other codes to simulate the evolution of impurity migration and surface composition during particle irradiation. …”
Get full text

Beamline Optimisation for High-Intensity Muon Beams at PSI Using the Heterogeneous Island Model by Eremey Valetov, Giovanni Dal Maso, Peter-Raymond Kettle, Andreas Knecht, Angela Papa

“…Furthermore, we implemented an island model that is also suitable for high-throughput computing (HTC) environments with asynchronous communication via a Redis database. The code interfaces with the codes <i>COSY INFINITY</i> and <i>G4beamline</i>. …”
Get full text

SACCOs and Agricultural Production in Uganda: A Case Study of Kitenga Village in Kebisoni Sub-County Rukungiri District. by Nitwikiriza, Racheal

“…Data collected was edited, coded, entered into the computer, and analyzed with Excel, a Microsoft statistical package, the results were presented in tables. …”
Get full text

Using heat recovered from drain water and exhaust gases to enhance heat pump performance - Numerical study with economic and environmental insights by Rabih Murr, Jalal Faraj, Hicham El Hage, Mahmoud Khaled

“…Nine combined systems are proposed, with some utilizing drain water as a heat source for the evaporator, while others use drain water and/or exhaust gases to preheat the supply air, placing heat recovery heat exchangers around the condenser. An in-house code was developed to simulate these systems and assess their efficiency based on performance improvement and electric energy reduction at three ambient temperatures. …”
Get full text

Hydrogeological modeling of the Salto-Arapey aquifer system: A tool to understand connectivity and improve management by Armando Borrero, Pablo Gamazo, Julián Ramos, Andrés Saracho, Lucas Bessone, Gonzalo Blanco, Rafael Navas, Elena Alvareda

“…A hydrogeological model was built using the MODFLOW code based on the 3D geological model, the stream network, pumping flows, and piezometric levels observations. …”
Get full text

Unsupervised clustering for sepsis identification in large-scale patient data: a model development and validation study by Na Li, Kiarash Riazi, Jie Pan, Kednapa Thavorn, Jennifer Ziegler, Bram Rochwerg, Hude Quan, Hallie C. Prescott, Peter M. Dodek, Bing Li, Alain Gervais, Allan Garland

“…Consensus definitions have changed multiple times, clinicians struggle to identify sepsis at the bedside, and differing identification algorithms generate wide variation in incidence rates. The two current identification approaches use codes from administrative data, or electronic health record (EHR)-based algorithms such as the Center for Disease Control Adult Sepsis Event (ASE); both have limitations. …”
Get full text

Projections of single-level indirect lumbar interbody fusion volume and associated costs for Medicare patients to 2050 by Kyle A. Mani, BS, Samuel N. Goldman, BS, Noel Akioyamen, MD, Emily Kleinbart, BS, Yaroslav Gelfand, MD, Saikiran Murthy, DO, Jonathan Krystal, MD, Ananth Eleswarapu, MD, Reza Yassari, MD, Mitchell S. Fourman, MD, MPhil

“…Methods: Data was acquired from the Centers for Medicare and Medicaid Services (CMS) from January 1, 2000 to December 31, 2022, using CPT codes to identify ALIF/OLIF/LLIF procedures. The Prophet machine learning algorithm, using Bayesian Inference, was applied to data from 2000 to 2019 to generate point forecasts for 2020 to 2050 with 95% forecast intervals (FIs). …”
Get full text

CYP2C9 Polymorphism Study in Patients with Acute Back Pain and its Impact on the Effectiveness of Treatment with the Non-Steroidal Anti-Inflammatory Drugs by Maslova I., Mykhailovska N., Slobodin T.

“…Genetic factors can generate different variants of physiological responses to non-steroidal anti­inflammatory drugs (NSAIDs) – from the complete ineffectiveness of medicines to the appearance of adverse reactions. …”
Get full text

Establishing the best step-up treatments for children with uncontrolled asthma despite inhaled corticosteroids: the EINSTEIN systematic review, network meta-analysis and cost-effec... by Sofia Cividini, Ian Sinha, Giovanna Culeddu, Sarah Donegan, Michelle Maden, Katie Rose, Olivia Fulton, Dyfrig Hughes, Stephen Turner, Catrin Tudur Smith

“…A cost-effectiveness curve was generated to depict the probability of each intervention being cost-effective at different willingness-to-pay thresholds. …”
Get full text

Approaches used to prevent and reduce the use of restrictive practices on adults with learning disabilities: a realist review by Joy Duxbury, Alina Haines-Delmont, John Baker, Peter Baker, Gary Bourlet, Elaine Craig, James Ridley, Rachel Whyte, Beth Morrison, Michaela Thomson, Anthony Tsang, Tella Lantta

“…Inductive, deductive and retroductive thinking was used to code data with regards to contexts, mechanisms and/or their association with outcomes. …”
Get full text

The difficult process of autonomous choice: using I-poems to understand experiences of abortion-seekers in The Netherlands by Lianne Holten, Rosalie van der Wolf, Marit S. G. van der Pijl

“…Using a grounded theory method, the I-poems were coded deductively to validate previous findings, and inductively to generate new insights. …”
Get full text

Enhanced recovery pathway for older people with hip fracture and cognitive impairment in acute hospitals: the PERFECTED research programme including an RCT by Chris Fox, Simon P Hammond, Lee Shepstone, Fiona Poland, Catherine Henderson, Tamara Backhouse, Bridget Penhale, Simon Donell, Martin Knapp, Douglas Lewins, Alasdair MacLullich, Martyn Patel, Opinder Sahota, Toby O Smith, Justin Waring, Jane L Cross

“…The documents received through the survey were coded using a developed coding matrix to identify potential intervention components. …”
Get full text

Identifying the Components of Iranian Adolescent Compassionate Mind Training Program by Somayeh Mohebi, Iraj Shakerinia, Mahnaz Khosrojavid, Abbas Abolghasemi, Abbas Ali Hossein Khanzadeh:

“…Thematic analysis (Sterling, 2001) was conducted in different stages including familiarization with data, generating initial codes, creating thematic networks, and interpreting patterns to form a cohesive model. …”
Get full text

Eradication of Helicobacter pylori for prevention of aspirin-associated peptic ulcer bleeding in adults over 65 years: the HEAT RCT by CJ Hawkey, Anthony J Avery, Carol AC Coupland, Colin J Crooks, Jennifer S Dumbleton, FD Richard Hobbs, Denise Kendrick, Michael Moore, Clive Morris, Gregory Rubin, Murray Smith, Diane Stevenson

“…The study had some weaknesses, particularly relating to the problems of generating a sufficient number of primary outcome events. …”
Get full text

Digital augmentation of aftercare for patients with anorexia nervosa: the TRIANGLE RCT and economic evaluation by Janet Treasure, Katie Rowlands, Valentina Cardi, Suman Ambwani, David McDaid, Jodie Lord, Danielle Clark Bryan, Pamela Macdonald, Eva Bonin, Ulrike Schmidt, Jon Arcelus, Amy Harrison, Sabine Landau

“…The statisticians remained partially blind (knowing only coded trial arm membership) until as late as possible into the primary analyses being conducted. …”
Get full text