GBCHV an advanced deep learning anatomy aware model for accurate classification of gallbladder cancer utilizing ultrasound images by Md. Zahid Hasan, Md. Awlad Hossen Rony, Sadia Sultana Chowa, Md. Rahad Islam Bhuiyan, Ahmed A. Moustafa

“…With the integration of advanced deep learning and image processing techniques, the GBCHV-Trans model offers a promising solution for precise and early-stage classification of GBC, surpassing conventional methods with superior accuracy and diagnostic efficacy.…”
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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

“…By performing wavelength selection filtering and optical intensity attenuation equalization at the output ports of Wavelength Selective Switches (WSS) or Multicast Switches (MCS), the optical intensity at each output port of the ROADM is made consistent. …”
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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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Dynamic Analysis and Equivalent Modeling for a Four-Axle Vehicle by Dequan Zeng, Wei Luo, Yinquan Yu, Yiming Hu, Peizhi Zhang, Giuseppe Carbone, Dongfu Xie, Huafu Fang, Letian Gao

“…Finally, for a more simple and efficient analysis of response characteristics of four-axle vehicles and even <i>n</i> (<i>n</i> > 4) axle vehicles, the equivalent model is developed for the four-axle vehicle, and comprehensive analyses are presented with four equalization methods, which are based on the inner heart of the approximation triangle, the outer heart of the approximation triangle, the center of gravity of the approximation triangle and the compensation point. …”
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ENVIRONMENTAL ASPECTS OF MODERNIZATION OF HIGH POWER WATER-HEATING BOILERS by P. M. Glamazdin, D. P. Glamazdin, Yu. P. Yarmolchick

“…The authors conducted a study in order to determine the effectiveness of the previously applied methods of suppressing the emission of nitrogen oxides in the boilers of these types. …”
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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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On Efficient DCT Type-I Based Low Complexity Channel Estimation for Uplink NB-IoT Systems by Md. Sadek Ali, Md. Shariful Islam, Muhammad Asif, Wali Ullah Khan, Fujiang Lin, Omer Waqar

“…Thus, channel estimation methods extensively employed in LTE systems may not be applied to the NB-IoT uplink systems. …”
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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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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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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

“…Image preprocessing involved grayscale conversion, contrast-limited adaptive histogram equalization (CLAHE), noise reduction, and sharpening. …”
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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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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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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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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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Management and Operation Transformation of Urban Park Green Spaces from the Perspectives of Public Goods Provision and Fiscal Sustainability by Peiyi JIA

“…However, recently rising public expectations for equalization of basic public services, are getting a higher priority for local government. …”
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The Effect of The Use of Multicomponent Binder Toxin on Performance, Liver Condition and Quantitative and Qualitative Traits of Eggs at The End of The Production Period of Laying H... by Arash Hadavi, Farogh Kargar

“…The test period included two weeks of equalization and record taking to equalize the treatments and two 28-day periods from 87-91 weeks and 92-95 weeks. …”
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Calculating Permutation Entropy without Permutations by Alexander K. Vidybida

“…The characteristic features of this method are as follows: it preserves information about equal values, if any, in the embedding vectors; it is exempt from combinatorics; and it delivers the same entropy value as does the permutation method, provided the embedding vectors do not have equal components. …”
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