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Machine learning algorithms

Prediction of antimicrobial resistance of Klebsiella pneumoniae from genomic data through machine learning

Chiara Condorelli, Emanuele Nicitra, Nicolò Musso, Dafne Bongiorno, Stefania Stefani, Lucia Valentina Gambuzza, Vincenza Carchiolo, Mattia Frasca

published 18 Sep 2024

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Spectral indices with different spatial resolutions in recognizing soybean phenology

Airton Andrade da Silva, Francisco Charles dos Santos Silva, Claudinei Martins Guimarães, Ibrahim A. Saleh, José Francisco da Crus Neto, Mohamed A. El-Tayeb, Mostafa A. Abdel-Maksoud, Jorge González Aguilera, Hamada AbdElgawad, Alan Mario Zuffo

published 18 Sep 2024

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Image steganography techniques for resisting statistical steganalysis attacks: A systematic literature review

Richard Apau, Michael Asante, Frimpong Twum, James Ben Hayfron-Acquah, Kwame Ofosuhene Peasah

published 16 Sep 2024

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Multi-gas pollutant detection based on sparrow search algorithm optimized ALSTM-FCN

Xueying Kou, Xingchi Luo, Wei Chu, Yong Zhang, Yunqing Liu

published 13 Sep 2024

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Enhancing reginal wall abnormality detection accuracy: Integrating machine learning, optical flow algorithms, and temporal convolutional networks in multi-view echocardiography

Sazzli Kasim, Junjie Tang, Sorayya Malek, Khairul Shafiq Ibrahim, Raja Ezman Raja Shariff, Jesvinna Kaur Chima

published 12 Sep 2024

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Hybrid evolutionary machine learning model for advanced intrusion detection architecture for cyber threat identification

Ankita Sharma, Shalli Rani, Maha Driss

published 12 Sep 2024

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A SURF and SVD-based robust zero-watermarking for medical image integrity

Rizwan Taj, Feng Tao, Saima Kanwal, Ahmad Almogren, Ateeq Ur Rehman

published 12 Sep 2024

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An intrusion detection model to detect zero-day attacks in unseen data using machine learning

Zhen Dai, Lip Yee Por, Yen-Lin Chen, Jing Yang, Chin Soon Ku, Roohallah Alizadehsani, Paweł Pławiak

published 11 Sep 2024

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Developing an ensemble machine learning study: Insights from a multi-center proof-of-concept study

Annarita Fanizzi, Federico Fadda, Michele Maddalo, Sara Saponaro, Leda Lorenzon, Leonardo Ubaldi, Nicola Lambri, Alessia Giuliano, Emiliano Loi, Michele Signoriello, Marco Branchini, Gina Belmonte, Marco Giannelli, Pietro Mancosu, Cinzia Talamonti, Mauro Iori, Sabina Tangaro, Michele Avanzo, Raffaella Massafra

published 10 Sep 2024

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A machine learning model for early candidemia prediction in the intensive care unit: Clinical application

Qiang Meng, Bowang Chen, Yingyuan Xu, Qiang Zhang, Ranran Ding, Zhen Ma, Zhi Jin, Shuhong Gao, Feng Qu

published 09 Sep 2024

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Optimization of whole slide imaging scan settings for computer vision using human lung cancer tissue

Melvin Geubbelmans, Jari Claes, Kim Nijsten, Pascal Gervois, Simon Appeltans, Sandrina Martens, Esther Wolfs, Michiel Thomeer, Dirk Valkenborg, Christel Faes

published 09 Sep 2024

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Use machine learning models to identify and assess risk factors for coronary artery disease

Mingyang Zhang, Hongnian Wang, Ju Zhao

published 06 Sep 2024

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Innovative models for enhanced student adaptability and performance in educational environments

Lanbo Liu, Lihong Wan

published 06 Sep 2024

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