Search Results - data processing methods

Association of microtubule-based processes gene expression with immune microenvironment and its predictive value for drug response in oestrogen receptor-positive breast cancer by Zhenfeng Huang, Minghui Zhang, Nana Zhang, Mengyao Zeng, Yao Qian, Meng Zhu, Xiangyan Meng, Ming Shan, Guoqiang Zhang, Feng Liu

“…This study aimed to establish a novel prognostic signature based on MBPRGs to improve patient outcomes and offer additional treatment options for those with ER+ breast cancer.MethodsClinical data along with relevant RNA information with ER+ breast cancer were sourced from The Cancer Genome Atlas and the Molecular Taxonomy of Breast Cancer International Consortium. …”
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Identifying Key Issues in Integration of Autonomous Ships in Container Ports: A Machine-Learning-Based Systematic Literature Review by Enna Hirata, Annette Skovsted Hansen

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Application of the spectral bisection algorithm for the analysis of criminal communities in social networks by K. M. Bondar, V. S. Dunin, P. B. Skripko, N. S. Khokhlov

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Software Package for Remote Diagnostics of Agricultural Machinery Condition by M. N. Kostomakhin, E. V. Pestryakov

“…It was noted that in besides software, new computing devices are developed that enable processing and storing large amounts of data. (Research  purpose) To create a neural network-based software package for remote diagnostics of the limit state of machinery individual components and assemblies. …”
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Use of Sentinel-2 optical imagery for the reconstruction of coastal bathymetry: a case study in Mozambique by Francesco Varni, Bianca Federici, Alfonso Quarati, Michele Bolla Pittaluga, Monica De Martino

“…The well-established ratio-transform algorithm by Stumpf et al. (2003) and Sentinel-2 open data of the Palma Bay area, in Northern Mozambique, are used. …”
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Voxel-Wise Brain Graphs From Diffusion MRI: Intrinsic Eigenspace Dimensionality and Application to Functional MRI by Hamid Behjat, Anjali Tarun, David Abramian, Martin Larsson, Dimitri Van De Ville

“…Finally, we demonstrate the extent to which functional MRI data are shaped by the underlying anatomical structure via graph signal processing. …”
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The Neural network development of food formulations and evaluation of the quality characteristics of finished products by V. V. Sadovoy, T. V. Shchedrina, А. S. Khamitsaeva, I. А. Trubina

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Parental grief following infant death in the NICU: a longitudinal mixed-methods exploration of parental experiences and influencing factors by Emily Kieran, Esther Alonso-Prieto, Rachelle Chung, Kelly Allison, Marie Nightbird, Susan Albersheim

“…Objectives To characterise neonatal intensive care unit (NICU) parents’ grieving process across time and to identify their perspectives on the healthcare providers’ actions that acted as facilitators or barriers to the grieving process in the short (3–9 months) and longer term (18–24 months).Design Longitudinal mixed-methods study combining standardised grief and care satisfaction scales with qualitative data collected through semistructured interviews. …”
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Detecting of a Patient's Condition From Clinical Narratives Using Natural Language Representation by Thanh-Dung Le, Rita Noumeir, Jerome Rambaud, Guillaume Sans, Philippe Jouvet

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Scene classification-assisted deep learning for crack detection in asphalt pavements by Hiromu Tanaka, Kazuma Shibano, Tetsuya Suzuki

“…The scene classification achieves 94.4 % accuracy, with high precision in distinguishing between sunlit and shaded pavements. For crack detection, data augmentation through image processing significantly improves the shaded pavement model's performance, with recall increasing from 0.162 to 0.732. …”
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Googling Patients by Emily Beer

“… Photo by Christian Wiediger on Unsplash INTRODUCTION Huge amounts of public data on the internet and the ease with which we regularly search it have resulted in the phenomenon called Patient-Targeted Googling (PTG). …”
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Using Integrated MMD-TOPSIS to Solve the Supplier Selection and Fair Order Allocation Problem: A Tunisian Case Study by Sourour Aouadni, Jalel Euchi

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Selecting Potential Water Harvest Sites Using GIS and Remote Sensing In Al-Tharthar Valley, West Nineveh, Iraq. by Mahmood A. H. Al-Ardeeni

“…The methodology was adopted in this study is using Fuzzy logic Modelling to standardise the layers and Fuzzy overlay method to combine and process these layers together. …”
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Research on Model Identification of Permanent Magnet DC Brushless Motor Based on Auxiliary Variable Subspace Identification Algorithm by Jing Zhang, Yuhui Liu, Te Chen, Guowei Dou

“…When constructing a data-driven identification model, the actual situation of measurement data being contaminated by noise has to be fully considered. …”
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Research on the application of digital twin technology for intelligent substations by GAO Yang, ZHAO Kuangyi, FU Yuhong, ZHANG Jinwei, LIU Hongyu, GUO Jia

“…Secondly, the basic architecture of the digital twin model of the substation was built, and the constituent elements of each level of the model were described. The basic data collected from the substation was pre-processed through a data filtering mechanism, and the 3D modeling of the substation was carried out based on the ground model cluster algorithm. …”
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Knee Osteoarthritis Detection and Classification Using Autoencoders and Extreme Learning Machines by Jarrar Amjad, Muhammad Zaheer Sajid, Ammar Amjad, Muhammad Fareed Hamid, Ayman Youssef, Muhammad Irfan Sharif

“…To test the generalizability of the Knee-DNS system, we utilized the Butterfly iQ+ IoT device for image acquisition and Google Colab’s cloud computing services for data processing. Conclusions: This work represents a pioneering application of autoencoder-based deep learning models in the domain of KOA classification, achieving remarkable accuracy and robustness.…”
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Real-World Evidence and Managed Entry Agreements by Silvia Adami, Cosetta Bianchi, Elisa Crovato, Gianluca Trifirò

“… Introduction: Real-World Data (RWD) are data relating to patient health status and/or the delivery of health care routinely collected from a variety of sources such as Electronic Health Records (EHRs), data from product and disease Registries, patient generated data, etc. …”
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ACO-NM hybrid optimization calculation method for transit time of oxygen activation logging in CO2 injection profile by WANG Zhengyan, CHEN Meng, YANG Guofeng, LIU Guoquan, PEI Yang, CHEN Qiang

“…Compared with the traditional methods involving manual peak boundary determination combined with weighted average or Gaussian function fitting methods, this approach offered higher fitting efficiency, reduced human intervention, and lower calculation error.Through a comparative analysis of pulse neutron oxygen activation data processing and interpretation in well X (CO2 injection well) of the M oilfield, the established ACO-NM optimization model could effectively realize the bimodal separation of overlapping peaks in tubing and casing spaces. …”
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Enabling Model-Based Design for Real-Time Spike Detection by Mattia Di Florio, Yannick Bornat, Marta Care, Vinicius Rosa Cota, Stefano Buccelli, Michela Chiappalone

“…A spike detection algorithm has been implemented on a commercially available system based on a Field-Programmable Gate Array (FPGA) that combines neural probe electronics with configurable integrated circuit. The entire process of data handling and data processing was performed within the Simulink environment, with subsequent generation of hardware description language (HDL) code tailored to the FPGA hardware. …”
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Determining the Cost-Effective Methods for Heat Exchanger Maintenance Using Extreme Value Analysis (EVA) Ask ChatGPT by Anne Ting Ai Nee, Ainul Akmar Mokhtar, Noor Hazliza A Latip, Farah Nur Faizul, Nurul Hazwani Azmi

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