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Prospective study using artificial neural networks for identification of high-risk COVID-19 patients.

• Authors : Frausto-Avila, Mateo¹ (AUTHOR); León-Montiel, Roberto de J.² (AUTHOR); Quiroz-Juárez, Mario A.¹ (AUTHOR)

• Source: Scientific Reports. 5/23/2025, Vol. 15 Issue 1, p1-14. 14p.

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Optimizing non small cell lung cancer detection with convolutional neural networks and differential augmentation.

• Authors : Shariff V; Department of Computer Science and Engineering, UCEK, Jawaharlal Nehru Technological University Kakinada, Kakinada, Andhra Pradesh-533003, India. .; Paritala C

Subjects: Lung Neoplasms*/Lung Neoplasms*/Lung Neoplasms*/diagnosis ; Lung Neoplasms*/Lung Neoplasms*/Lung Neoplasms*/diagnostic imaging ; Neural Networks, Computer*

• Source: Scientific reports [Sci Rep] 2025 May 05; Vol. 15 (1), pp. 15640. Date of Electronic Publication: 2025 May 05.Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN:

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Classification of multi-lead ECG based on multiple scales and hierarchical feature convolutional neural networks.

• Authors : Zhou F; Key Lab of Education Blockchain and Intelligent Technology, Ministry of Education, Guangxi Normal University, Guilin, 541004, China. .; Guangxi Key Lab of Multi-Source Information Mining and Security, Guangxi Normal University, Guilin, 541004, China. .

Subjects: Arrhythmias, Cardiac*/Arrhythmias, Cardiac*/Arrhythmias, Cardiac*/diagnosis ; Arrhythmias, Cardiac*/Arrhythmias, Cardiac*/Arrhythmias, Cardiac*/physiopathology ; Convolutional Neural Networks*

• Source: Scientific reports [Sci Rep] 2025 May 12; Vol. 15 (1), pp. 16418. Date of Electronic Publication: 2025 May 12.Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN:

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Assessing english Language teachers' pedagogical effectiveness using convolutional neural networks optimized by modified virus colony search algorithm.

• Authors : Zhang L; School of Foreign Languages, Sias University, Zhengzhou, 451150, China. .

Subjects: Neural Networks, Computer* ; Algorithms* ; Language*

• Source: Scientific reports [Sci Rep] 2025 May 01; Vol. 15 (1), pp. 15295. Date of Electronic Publication: 2025 May 01.Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN:

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Applying neural networks as direct controllers in position and trajectory tracking algorithms for holonomic UAVs.

• Authors : Kownacki, Cezary¹ (AUTHOR) ; Romaniuk, Slawomir² (AUTHOR); Derlatka, Marcin³ (AUTHOR)

• Source: Scientific Reports. 4/12/2025, Vol. 15 Issue 1, p1-22. 22p.

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Trainable embedding quantum physics informed neural networks for solving nonlinear PDEs.

• Authors : Berger, Stefan¹ (AUTHOR) ; Hosters, Norbert¹ (AUTHOR); Möller, Matthias² (AUTHOR)

• Source: Scientific Reports. 5/29/2025, Vol. 15 Issue 1, p1-14. 14p.

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A model for classifying information objects using neural networks and fuzzy logic.

• Authors : Mukhin, Vadym¹ (AUTHOR) ; Zavgorodnii, Valerii² (AUTHOR); Liskin, Viacheslav³ (AUTHOR)

• Source: Scientific Reports. 5/7/2025, Vol. 15 Issue 1, p1-15. 15p.

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Enhancing parkinson disease detection through feature based deep learning with autoencoders and neural networks.

• Authors : Valarmathi, P.¹ (AUTHOR) ; Suganya, Y.² (AUTHOR) ; Saranya, K. R.² (AUTHOR)

• Source: Scientific Reports. 3/13/2025, Vol. 15 Issue 1, p1-28. 28p.

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Optimizing load demand forecasting in educational buildings using quantum-inspired particle swarm optimization (QPSO) with recurrent neural networks (RNNs):a seasonal approach.

• Authors : Khan, Sunawar¹ (AUTHOR); Mazhar, Tehseen^1,2 (AUTHOR) ; Shahzad, Tariq³ (AUTHOR)

• Source: Scientific Reports. 6/3/2025, Vol. 15 Issue 1, p1-19. 19p.

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Deep convolutional fuzzy neural networks with stork optimization on chronic cardiovascular disease monitoring for pervasive healthcare services.

• Authors : Mohamed, Nuzaiha¹ (AUTHOR); Lafi Almutairi, Reem¹ (AUTHOR); Abdelrahim, Sayda¹ (AUTHOR)

• Source: Scientific Reports. 5/30/2025, Vol. 15 Issue 1, p1-22. 22p.

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