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Machine learning

Design and development of a convolutional neural network based on human cognitive attention mechanism for automatic classification of leukemia

Mohammad Zolfaghari, Mohammad Saniee Abadeh, Hedieh Sajedi

published 19 Feb 2026

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An ultrasound-based artificial intelligence framework for difficult airway prediction: A two-model, three-step decision framework

Chunmeng Fu, Cunyuan Luan, Huabo Liu, Wenfei Wang, Xia Zhou, Yuanfang Jia, Bing Ding, Lei Zhang, Li Yuan, Zejun Niu

published 18 Feb 2026

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Anomaly detection of cybersecurity behavior using cross-sequence aligned transformer—A dynamic recognition approach for high-frequency interaction patterns

Songming Han, Dongmei Bin, Ying Ling, Cong Lin

published 18 Feb 2026

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Comparison of machine learning methods in forecasting and characterizing the birch and grass pollen season

Daniel Bulanda, Małgorzata Bulanda, Małgorzata Sacha, Adrian Horzyk, Dorota Myszkowska

published 18 Feb 2026

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Justifying model complexity: Evaluating transfer learning against classical models for intraoperative nociception monitoring under anesthesia

Chanseo Lee, Jaihyoung Lee, Kimon-Aristotelis Vogt, Muhammad Munshi

published 17 Feb 2026

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Image-based machine learning models for customized soil moisture management

Yooan Kim, Taehyeong Kim, Sungyong Lee, Suhyun Lee, Kyo Suh

published 17 Feb 2026

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Enhancing rainfall estimation accuracy with machine learning, cloud masking, and multi-source data: A case study of four coastal provinces in central Vietnam

Dong Vu Duy, An Hung Nguyen, Phat T. Nguyen, Huyen Thi Nguyen, Thanh Thi Nhat Nguyen

published 13 Feb 2026

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Use as directed? A comparison of software tools intended to check rigor and transparency of published work

Peter Eckmann, Adrian Barnett, Alexandra Bannach-Brown, Elisa Pilar Bascunan Atria, Guillaume Cabanac, Louise Delwen Owen Franzen, Małgorzata Anna Gazda, Kaitlyn Hair, James Howison, Halil Kilicoglu, Cyril Labbe, Sarah McCann, Vladislav Nachev, Martijn Roelandse, Maia Salholz-Hillel, Robert Schulz, Gerben ter Riet, Colby Vorland, Anita Bandrowski, Tracey Weissgerber

published 13 Feb 2026

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Accurate characterization of mix plastic waste using ATR-FTIR spectroscopy and machine learning methods

Ziang Zhou, Hengxuan Shao, Baining Liu, Yufeng Xie, Wanqing Wang

published 13 Feb 2026

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Enhancing reliability in electrical grids: A hybrid machine learning approach for electrical faults classification

Momotaz Begum, Ariful Islam Shiplu, Mehedi Hasan Shuvo, Fahmid Al Farid, Sumaiya Ismat Jerin, Jia Uddin, Hezerul bin Abdul Karim

published 13 Feb 2026

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A multi-class framework for fish species classification using deep learning technique

Zain Farooq, Muhammad Ramzan, Muhammad Bilal, Muhammad Attique, Tae-Sun Chung, Anam Naz

published 12 Feb 2026

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Predicting risk of ascending thoracic aortic aneurysm in asymptomatic adults using machine learning

Seung Jae Lee, Jin Hee Ahn, Eun-Ah Cho, Suyong Jeon, Eun Jung Oh, Jae-Geum Shim

published 12 Feb 2026

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ECE-VDTDA: A robust and computationally efficient collision avoidance system for driver assistance in foggy weather

Naeem Raza, Muhammad Asif Habib, Abdullah M. Albarrak, Mudassar Ahmad, Alaa Eldeen Sayed Ahmed, Muhammad Yasir, Habib Ur Rahman, Muhammad Ahsan Latif

published 12 Feb 2026

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