Classification and Statistical Trend Analysis in Detecting Glaucomatous Visual Field Progression by Cristiana Valente, Elisa D’Alessandro, Michele Iester

“…Twenty Caucasian patients (mean age 73.8 ± 13.43 years) with open-angle glaucoma were recruited in the study. …”
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Diagnostic impact of DNA methylation classification in adult and pediatric CNS tumors by Laetitia Lebrun, Nathalie Gilis, Manon Dausort, Chloé Gillard, Stefan Rusu, Karim Slimani, Olivier De Witte, Fabienne Escande, Florence Lefranc, Nicky D’Haene, Claude Alain Maurage, Isabelle Salmon

“…In our study, we observed that 40% of cases fell into Class I, 47% into Class II, and 13% into Class III among the “matched cases” (≥ 0.84). …”
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The JADES Transient Survey: Discovery and Classification of Supernovae in the JADES Deep Field by Christa DeCoursey, Eiichi Egami, Justin D. R. Pierel, Fengwu Sun, Armin Rest, David A. Coulter, Michael Engesser, Matthew R. Siebert, Kevin N. Hainline, Benjamin D. Johnson, Andrew J. Bunker, Phillip A. Cargile, Stephane Charlot, Wenlei Chen, Mirko Curti, Shea DeFour-Remy, Daniel J. Eisenstein, Ori D. Fox, Suvi Gezari, Sebastian Gomez, Jacob Jencson, Bhavin A. Joshi, Sanvi Khairnar, Jianwei Lyu, Roberto Maiolino, Takashi J. Moriya, Robert M. Quimby, George H. Rieke, Marcia J. Rieke, Brant Robertson, Melissa Shahbandeh, Louis-Gregory Strolger, Sandro Tacchella, Qinan Wang, Christina C. Williams, Christopher N. A. Willmer, Chris Willott, Yossef Zenati

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Rodenticides by Frederick M. Fishel

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Interpretable DWT-1DCNN-LSTM Network for Power Quality Disturbance Classification by Shuangquan Yang, Tao Shan, Xiaomei Yang

“…To address these issues, we propose the DWT-1DCNN-LSTM network as an interpretable model for PQD classification. This method effectively decomposes the time-domain signals into sub-signals in different frequency bands by employing the Discrete Wavelet Transform (DWT), which enhances the anti-interference capability of the classification model. …”
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Application of “Hand-as-Foot” teaching method in Hartofilakidis classification of developmental dysplasia of the hip by Helin Li, Hangyu Guo, Jiyu Ren, Jinglong Yan

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Classification of Gastrointestinal Diseases Using Hybrid Recurrent Vision Transformers With Wavelet Transform by Biniyam Mulugeta Abuhayi, Yohannes Agegnehu Bezabh, Aleka Melese Ayalew, Miraf Alemayehu Lakew

“…The system was trained and tested on the Hyper–Kvasir dataset, the largest publicly available GI tract image dataset, achieving an accuracy of 99.13% and an area under the curve of 0.9954. These results demonstrate a significant improvement in the accuracy and performance of GI disease classification compared to traditional methods. …”
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X-Ray Lung Image Classification Using a Canny Edge Detector by Sana’a Khudayer Jadwaa

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The Toulouse–Kleman homotopic classification of topological defects in ordered systems illustrated by experiments by Pieranski, Pawel, Godinho, Maria Helena

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Evaluation of Different Few-Shot Learning Methods in the Plant Disease Classification Domain by Alexander Uzhinskiy

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Genome-Wide Identification and Classification of MicroRNAs Derived from Repetitive Elements by Jeong-An Gim, Hong-Seok Ha, Kung Ahn, Dae-Soo Kim, Heui-Soo Kim

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A Population Classification Evolution Algorithm for the Parameter Extraction of Solar Cell Models by Yiqun Zhang, Peijie Lin, Zhicong Chen, Shuying Cheng

“…The proposed PCE is first estimated on 13 classic benchmark functions. The experimental results demonstrate that PCE yields the best results on 11 functions by comparing it with six evolutional algorithms. …”
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Improved machine classification algorithm for electric rail circuits in train warning systems by I. V. Prisukhina, D. V. Borisenko

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Anterior Chamber Angle Shape Analysis and Classification of Glaucoma in SS-OCT Images by Soe Ni Ni, J. Tian, Pina Marziliano, Hong-Tym Wong

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Perceptual Disturbances and Disorders in the ICD-11: An Overview and a Proposal for Systematic Classification by Berthold Langguth, Michael Landgrebe, Dirk De Ridder

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A CNN-Based Approach for Classical Music Recognition and Style Emotion Classification by Yawen Shi

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TNM-Like Classification: A New Proposed Method for Heart Failure Staging by Francesco Fedele, Maria Chiara Gatto, Alessandra D’Ambrosi, Massimo Mancone

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Description and Classification of Tempering Materials Present in Pottery Using Digital X-Radiography by Alan Nagaya, Oscar G. de Lucio, Soledad Ortiz Ruiz, Eunice Uc González, Carlos Peraza Lope, Wilberth Cruz Alvarado

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Fine-Grained Building Classification in Rural Areas Based on GF-7 Data by Mingbo Liu, Ping Wang, Peng Han, Longfei Liu, Baotian Li

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Impact of Dataset Size on 3D CNN Performance in Intracranial Hemorrhage Classification by Chun-Chao Huang, Hsin-Fan Chiang, Cheng-Chih Hsieh, Bo-Rui Zhu, Wen-Jie Wu, Jin-Siang Shaw

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