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Machine learning algorithms

Swin-HSSAM: A green coffee bean grading method by Swin transformer

Yujie Jiao, Yuqing Zhao, Aoying Jia, Tianyun Wang, Jiashun Li, Kaiming Xiang, Hangyu Deng, Maochang He, Rui Jiang, Yue Zhang

published 14 May 2025

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Predicting depression severity using machine learning models: Insights from mitochondrial peptides and clinical factors

Toheeb Salahudeen, Maher Maalouf, Ibrahim (Abe) M. Elfadel, Herbert F. Jelinek

published 14 May 2025

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Advancing patient care: Machine learning models for predicting grade 3+ toxicities in gynecologic cancer patients treated with HDR brachytherapy

Andres Portocarrero-Bonifaz, Salman Syed, Maxwell Kassel, Grant W. McKenzie, Vishwa M. Shah, Bryce M. Forry, Jeremy T. Gaskins, Keith T. Sowards, Thulasi Babitha Avula, Adrianna Masters, Jose G. Schneider, Scott R. Silva

published 14 May 2025

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Enhanced hybrid pre-coding and power allocation algorithms for smart irrigation systems using OFDM-based WSNs

Emad S. Hassan

published 13 May 2025

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Approaches for handling imbalanced data used in machine learning in the healthcare field: A case study on Chagas disease database prediction

André G. Coimbra, Cleiane G. Oliveira, Matheus P. Libório, Hasheem Mannan, Laercio I. Santos, Elisa Fusco, Marcos F.S.V. D’Angelo

published 13 May 2025

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Exploring dynamical whole-brain models in high-dimensional parameter spaces

Kevin J. Wischnewski, Florian Jarre, Simon B. Eickhoff, Oleksandr V. Popovych

published 12 May 2025

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Landslide susceptibility mapping using an entropy index-based negative sample selection strategy: A case study of Luolong county

Kong Yuzhong, Wu Hua, Xu Chong, Sun Jingjing, Zhu Kangcheng, Zhang Chenguang, Zhou Jianwei, Xu Tong, Su Taijin, Zhang Zelin, Kong Hui

published 09 May 2025

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Predicting breast cancer prognosis based on a novel pathomics model through CHEK1 expression analysis using machine learning algorithms

Chen Chen, Dan Gao, Huan Yue, Huijing Wang, Rui Qu, Xiaochi Hu, Libo Luo

published 09 May 2025

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LBA-YOLO: A novel lightweight approach for detecting micro-cracks in building structures

Wenhao Ren, Zuowei Zhong

published 09 May 2025

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Using Natural Language Processing and Machine Learning to classify the status of kidney allograft in Electronic Medical Records written in Spanish

Andrea Garcia-Lopez, Juliana Cuervo-Rojas, Juan Garcia-Lopez, Fernando Giron-Luque

published 08 May 2025

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Feedback algorithms for intelligent reflecting surfaces: Phase shift matrix and single-bit feedback

Sarmad Sohaib, Muhammad Ahmad, Muhammad Shafi

published 08 May 2025

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Identification and validation of diagnostic markers and drugs for pediatric bronchopulmonary dysplasia based on integrating bioinformatics and molecular docking analysis

Rui Guo, Qirui Zheng, Liang Zhang

published 07 May 2025

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Forecasting second-hand house prices in China using the GA-PSO-BP neural network model

Jining Wang, Huabin Ji, Lei Wang

published 07 May 2025

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