Diabetic retinopathy detection using adaptive deep convolutional neural networks on fundus images by Rashid Abbasi, Farhan Amin, Amerah Alabrah, Gyu Sang Choi, Salabat Khan, Md. Belal Bin Heyat, Muhammad Shahid Iqbal, Huiling Chen

“…The proposed model integrates quantile-based histogram equalization to expand the perceptibility of the fundus image. …”
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Research on Technology of Optical Switch Devices with Integrated Tunable Filters by HU Di, XIAO Qingming, ZHENG Jie

“…Therefore, this article designs an OSW device integrated with TOF functionality to reduce the size of the MCS module and optimize its structure.【Methods】The article integrates TOF functionality into the MCS module and designs a device that can achieve both optical channel selection and optical wavelength selection functions simultaneously. …”
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Real-Time Polyp Detection From Endoscopic Images Using YOLOv8 With YOLO-Score Metrics for Enhanced Suitability Assessment by Zahid Farooq Khan, Muhammad Ramzan, Mudassar Raza, Muhammad Attique Khan, Areej Alasiry, Mehrez Marzougui, Jungpil Shin

“…The proposed framework demonstrates superior clinical relevance and comparable performance to existing SOTA methods by achieving a mAP50 score of 95.5% and an <inline-formula> <tex-math notation="LaTeX">$F_{1}$ </tex-math></inline-formula> score of 92.6% on the Hyper-Kvasir-Seg dataset. …”
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SkinIncept: an ensemble transfer learning-based approach for multiclass skin disease classification using InceptionV3 and InceptionResNetV2 by Md. Hasan Imam Bijoy, Md. Mahbubur Rahman, Abdus Sattar, Aminul Haque, Mohammad Shamsul Arefin, Pranab Kumar Dhar, Tetsuya Shimamura

“…The quality of processed images is validated using statistical methods, including MSE, PSNR, SSIM, and RMSE. The performance of each model is rigorously evaluated using several performance metrics, instilling confidence in the study’s methodology and results. …”
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Optimal Vibration Fields in Problems of Modeling Dynamic States of Technical Objects by A. V. Eliseev, N. K. Kuznetsov

“…Lagrange formalism, elements of operational calculus based on Laplace integral transformations, sections of vibration theories, algebraic methods, and the theory of spline functions were used for structural mathematical modeling.Results. …”
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Deep hashing and attention mechanism-based image retrieval of osteosarcoma scans for diagnosis of bone cancer by Taisheng Zeng, Yuguang Ye, Yusi Chen, Daxin Zhu, Yifeng Huang, Ying Huang, Yijie Chen, Jianshe Shi, Bijiao Ding, Jianlong Huang, Mengde Ling

“…Method: The proposed algorithm significantly improves osteosarcoma cell microscopic image retrieval efficiency and accuracy using deep hashing and attention mechanisms. …”
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Investigation of DC-Biased Optical OFDM With Precoding Matrix for Visible Light Communications: Theory, Simulations, and Experiments by Tao Jiang, Ming Tang, Rui Lin, Zhenhua Feng, Xi Chen, Lei Deng, Songnian Fu, Xiang Li, Wu Liu, Deming Liu

“…To figure out the intrinsic laws of a PM method, we investigate the principles of PAPR reduction, clipping distortion optimization, and signal-to-noise ratio (SNR) distribution equalization. …”
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Agroclimatic and agroecotoxicological justification of zonal chemical protection systems against harmful organisms for field crops under conditions of climate change in Ukraine by O. Borzykh, L. Bublyk, V. Chaika, L. Gavrylyuk, I. Kruk, O. Shevchuk, T. Neverovska, O. Bakhmut

“…Agroclimatic and agroecotoxicological zoning of the territory of Ukraine in order to justify ecologically safe zonal systems of chemical protection against harmful organisms, their optimization and adaptation to changes in climatic conditions and phytosanitary state of agrocenoses in different soil-climatic zones of Ukraine. Methods. Analytical-synthetic and experimental methods were used in the research. …”
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Identification of trends in the decline in US income over the past five decades by V. A. Kapitanov, A. A. Ivanova, A. Y. Maksimova

“…Considering this, as research methods were the study of the largest possible amount of heterogeneous data. …”
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KOC_Net: Impact of the Synthetic Minority Over-Sampling Technique with Deep Learning Models for Classification of Knee Osteoarthritis Using Kellgren–Lawrence X-Ray Grade by Syeda Nida Hassan, Mudassir Khalil, Humayun Salahuddin, Rizwan Ali Naqvi, Daesik Jeong, Seung-Won Lee

“…Additionally, we applied contrast-limited adaptive histogram equalization (CLAHE) methods to enhance the contrast of the images and utilized SMOTE Tomek to deal with the problem of minority classes. …”
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A High-Accuracy Underwater Object Detection Algorithm for Synthetic Aperture Sonar Images by Jiahui Su, Deyin Xu, Lu Qiu, Zhiping Xu, Lixiong Lin, Jiachun Zheng

“…This module incorporates three-stage processing for image quality optimization, and the three stages include collaborative adaptive Contrast Limited Adaptive Histogram Equalization (CLAHE) enhancement, non-local mean denoising, and frequency-domain band-pass filtering. …”
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AI in 2D Mammography: Improving Breast Cancer Screening Accuracy by Sebastian Ciurescu, Simona Cerbu, Ciprian Nicușor Dima, Florina Borozan, Raluca Pârvănescu, Diana-Gabriela Ilaș, Cosmin Cîtu, Corina Vernic, Ioan Sas

“…This study aimed to assess the utility of AI in improving lesion detection and classification in 2D mammography. <i>Materials and Methods</i>: A retrospective analysis was performed on a dataset of 578 mammographic images obtained from a single radiology center. …”
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TeaNet8: A real time Android application-based Tea Leaf Disease detection using fine-tuned transfer learning and Gradient-Weighted Class Activation Mapping visualization by Ismotara Dipty, Md Assaduzzaman, Nafiz Fahad, Md. Jakir Hossen, Md. Farhatul Haider, Fiaj Rahman

“…Advanced deep learning methods are simplifying the identification and categorization of specific illnesses in tea plants. …”
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Intelligent recognition algorithm and application of coal mine overhead passenger device based on multiscale feature fusion by Beijing XIE, Heng LI, Hang DONG, Zheng LUAN, Ben ZHANG, Xiaoxu LI

“…The proposed algorithm can meet the requirements of practical inspection scenarios and provide a feasible method for accurate recognition of cmopd with different passenger-carrying statuses. …”
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A multi-filter deep transfer learning framework for image-based autism spectrum disorder detection by Rodrigo Colnago Contreras, Monique Simplicio Viana, Victor José Souza Bernardino, Francisco Lledo dos Santos, Önsen Toygar, Rodrigo Capobianco Guido

“…However, diagnosing ASD remains a challenge, as it is traditionally carried out through methods that are often subjective and based on interviews and clinical observations. …”
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Research on the Movement Patterns of Bed-load Streaky Structure Transport and the Mechanism of Fluid-solid Coupling by YAO Jiateng, XIE Xiaoxi, WANG Hao, ZHAO Lin, XIE Haonan, ZHEN Rongtian

“…A modified quadrant analysis method was employed to delve deeper into the turbulent bursting events within the flow field results. …”
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Progression of Otologic and Nasal Symptoms in Primary Ciliary Dyskinesia Throughout Childhood by Isabelle Dagher, Adam J. Kimple, Thomas W. Ferkol, Scott D. Sagel, Sharon D. Dell, Carlos E. Milla, Lang Li, Feng‐Chang Lin, Kelli M. Sullivan, Maimoona A. Zariwala, Michael R. Knowles, Margaret Rosenfeld, Margaret W. Leigh, Stephanie D. Davis, for the Genetic Disorders of Mucociliary Clearance Consortium

“…Setting Six PCD centers in North America. Methods Inclusion criteria were <19 years of age and a confirmed diagnosis of PCD based on electron microscopy and/or genetics. …”
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Perbandingan Sensitivitas Metode SAW, MAUT dan WSM pada Anugerah Mutu Non-Akademik Universitas by Muhammad Galih Wonoseto, Muhammad Abu Shaker Hunaif

“… Decision Support System works best with suitable method. Unfortunately, not all methods are equally used. …”
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METHODOLOGICAL ASPECTS OF LIPID EXTRACTION FROM BIOLOGICAL MATRICES by Natal’ya L. Vostrikova, Oksana A. Kuznetsova, Andrey V. Kulikovskii

“…The paper presents the studies on the degree of raw fat extraction from meat systems by various methods. Relative differences in extraction methods are shown depending on the polarity of solvents used. …”
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VISUALIZATION OF BIOLOGICAL TISSUE IMPEDANCE PARAMETERS by V. I. Bankov

“…Comparison of contact and contactless methods of impedance measurement shows that the inductance to capacitance ratio X(L) / X(C) was equal: 17 – for muscular tissue, 4 – for blood, 1 – for adipose tissue. …”
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