Comparison of deep transfer learning models for classification of cervical cancer from pap smear images by Harmanpreet Kaur, Reecha Sharma, Jagroop Kaur

“…Our findings indicate that DTL models are suitable for automating cervical cancer screening, providing more accurate and efficient results than manual screening.…”
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Firefighting with Conductive Aerosol-Assisted Vortex Rings by John LaRocco, Qudsia Tahmina, Stanley Essel, John Simonis

“…The efficiency of each test case was assessed with a purpose-built automated image analysis system. The compressed air vortex launcher had a significantly higher efficiency than the elastic diaphragm prototype, with a <i>p</i>-value of 0.0006. …”
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The Voltage-Ear &#x2013; An Anomaly in Photovoltaic Systems With Undersized Inverters by Ernst Wittmann, Claudia Buerhop-Lutz, Vincent Christlein, Jens Hauch, Christoph J. Brabec, Ian Marius Peters

“…This park featured a high rate of inverter malfunctions, including overheating and fires, resulting in an estimated 5&#x0025; failure rate and, ultimately, in a complete replacement of inverters. An automated analysis of the monitoring data revealed 32.000 occurrences of excess voltage in 1.65 million data points (2&#x0025;). …”
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Improvement of the Method of Calculation of Steady-State Modes of Urban Electric Networks Taking into Account Consumer Energy Sources by M. I. Fursanov, A. A. Zalotoy

“…The power centers are transformer inputs of low voltage power substations of the main electric networks of 35 kV and above, equipped with digital devices of the account of the electric power connected to the automated system of control and accounting of power resources. …”
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Semantic Features-Based Discourse Analysis Using Deceptive and Real Text Reviews by Husam M. Alawadh, Amerah Alabrah, Talha Meraj, Hafiz Tayyab Rauf

“…However, it is still a challenge to find a precise, robust, and deployable automated solution to perform discourse analysis. A credibility check via discourse analysis would help create a safer social media environment. …”
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A quantum-optimized approach for breast cancer detection using SqueezeNet-SVM by Anas Bilal, Ali Alkhathlan, Faris A. Kateb, Alishba Tahir, Muhammad Shafiq, Haixia Long

“…Computer-aided diagnosis systems provide automated mammography image processing, interpretation, and grading. …”
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Abnormality detection in nailfold capillary images using deep learning with EfficientNet and cascade transfer learning by Mona Ebadi Jalal, Omar S. Emam, Cristián Castillo-Olea, Begoña García-Zapirain, Adel Elmaghraby

“…In this study, we demonstrate the viability of a deep learning approach as an automated clinical screening tool. Our dataset consists of NFC images from a total of 225 participants, with normal images accounting for 6% of the dataset. …”
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Promoting the Patriotic Agenda on Social Media among Russian Students by R. V. Parma

“…The methods of open sociological and statistical data analysis, cognitive content mapping and automated social media analysis were used to determine the content and intensity of the impact of opposing patriotic and anti-patriotic information flows in the Russian segment of social media on the social values and attitudes of student youth. …”
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Fault diagnosis of a CNC hobbing cutter through machine learning using three axis vibration data by Nagesh Tambake, Bhagyesh Deshmukh, Sujit Pardeshi, Sachin Salunkhe, Robert Cep, Emad Abouel Nasr

“…Traditional methods of tool monitoring are insufficient for real-time and complex machining environments, prompting the integration of automated machine learning models. A robust dataset was collected from a CNC hobbing machine, capturing vibration signals under healthy and faulty tool conditions. …”
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Open-source code for analysis of the lifetime total physical activity questionnaire (LTPAQ) by Coral Sánchez-Martín, Javier Leal-Martín, Timo Rantalainen, Irene Rodríguez-Gómez, Luis M. Alegre, Ignacio Ara

“…The source code of the LTPAQ analysis is accessible on our Git repository (https://github.com/coralsanchezmartin/LTPAQ_MATLAB_code). This code automates data handling, ensuring efficiency and facilitating adaptability. …”
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Weakly Supervised Nuclei Segmentation with Point-Guided Attention and Self-Supervised Pseudo-Labeling by Yapeng Mo, Lijiang Chen, Lingfeng Zhang, Qi Zhao

“…This method can significantly reduce annotation costs and reliance on clinical experts, facilitating large-scale dataset training and promoting the adoption of automated analysis in clinical applications.…”
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Autonomous Streaming Space Objects Detection Based on a Remote Optical System by V. S. Baranova, V. A. Saetchnikov, A. A. Spiridonov

“…The purpose of this paper is to automate the processing of optical measurement data during detecting space objects and numerical methods for the initial orbit determination.This article provided the implementation of a low-cost autonomous optical system for detecting of space objects with remote control elements. …”
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Geochemical, Mineralogical, and Geomorphological Characterization of Ash Materials as a Tracer for the Origin of Shifting Sands near Oldupai Gorge, Ngorongoro, Tanzania by Mohamed Zengo Makongoro, Maheswara Rao Vegi, Said Ali Hamad Vuai, Michael Mwita Msabi

“…To achieve this goal, elemental, mineralogical, and morphological characterization of ash samples was performed by energy-dispersive X-ray fluorescence, polarized petrographic microscopy, automated sieve shaker, and binocular microscopy techniques, respectively. …”
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Risk assessment of look‒alike, sound‒alike (LASA) medication errors in an Italian hospital pharmacy: A model based on the ‘Failure Mode and Effect Analysis’ by Nestor Ciociano, Lucilla Grisi, Lucia Bagnasco, Maria Giovanna Elberti, Marcello Mazzarella

“…Some of the critical failure modes in sample processing (phases n.1, 2, 3, and 4) were improved by 69.7% in the RPN by focusing on automated technology systems. T test showed that the difference between RPN 1 and RPN 2 was statistically significant for all corrective measures provided by our action plan. …”
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Real-Time Prediction of the Yarn Break Position Using Vibration Measurement by Marcin Idzik, Tomasz Rybicki

“…This information could potentially lead to the development of automated systems for removing breaks without human intervention in the future. …”
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Improving myocardial infarction diagnosis with Siamese network-based ECG analysis. by Vaibhav Gadag, Simrat Singh, Anshul Harish Khatri, Shruti Mishra, Sandeep Kumar Satapathy, Sung-Bae Cho, Abishi Chowdhury, Amrit Pal, Sachi Nandan Mohanty

“…To be effective in actual practice, an automated, and computerized detection system for Myocardial Infarction using ECG images, must meet a number of criteria.…”
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WIPI-1 Positive Autophagosome-Like Vesicles Entrap Pathogenic Staphylococcus aureus for Lysosomal Degradation by Mario Mauthe, Wenqi Yu, Oleg Krut, Martin Krönke, Friedrich Götz, Horst Robenek, Tassula Proikas-Cezanne

“…However, some pathogens can manipulate the autophagic pathway and replicate within the niche of generated autophagosome-like vesicles. By automated fluorescence-based high content analyses, we demonstrate that Staphylococcus aureus strains (USA300, HG001, SA113) stimulate autophagy and become entrapped in intracellular PtdIns(3)P-enriched vesicles that are decorated with human WIPI-1, an essential PtdIns(3)P effector of canonical autophagy and membrane protein of both phagophores and autophagosomes. …”
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Adverse drug event detection using natural language processing: A scoping review of supervised learning methods. by Rachel M Murphy, Joanna E Klopotowska, Nicolette F de Keizer, Kitty J Jager, Jan Hendrik Leopold, Dave A Dongelmans, Ameen Abu-Hanna, Martijn C Schut

“…Future research should focus on semi-automated methods to reduce the manual annotation effort, and examine implementation of the NLP methods in practice.…”
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Rheumatoid Arthritis Effects on Kidney and Liver and their Correlations with CDAI by Tamara Salman Mohammed, Raya Ezat Maroof, Ali Hussein Al-Hafidh

“…The blood samples were taken from patients and control groups to screen liver and kidney functions by an automated biochemical system using the SELECTRA PRO X2 device, in addition to the ESR test. …”
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A Comprehensive Review on Traffic Control Modeling for Obtaining Sustainable Objectives in a Freeway Traffic Environment by Muhammad Sameer Sheikh, Yinqiao Peng

“…Recent technological developments toward connected and automated vehicles are beneficial for improving traffic safety and achieving sustainable goals. …”
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