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A study on the suitability of different pooling operators for Convolutional Neural Networks in the prediction of COVID-19 through chest x-ray image analysis
Údaje o názve A study on the suitability of different pooling operators for Convolutional Neural Networks in the prediction of COVID-19 through chest x-ray image analysis / aut. Iosu Rodriguez-Martinez, Pablo Ursua-Medrano, Javier Fernandez, Zdenko Takáč, Humberto Bustince Záhlavie-meno Rodriguez-Martinez, Iosu (Autor) Ďal.zodpovednosť Ursua-Medrano, Pablo (Autor) Fernandez, Javier (Autor) Takáč, Zdenko, 1975- Z1 (Autor) - MTF Ústav aplikovanej informatiky, automatizácie a mechatroniky Bustince, Humberto (Autor) In Expert Systems with Applications. -- ISSN 0957-4174. -- Vol. 235, (2024), art. no. 121162, s.1-11 Predmet.heslá convolutional neural networks Pooling functions aggregation functions COVID-19 SARS-CoV-2 Jazyk dok. angličtina Druh dok. RBX - článok z periodika Kategória ADC - Vedecké práce v zahraničných karentovaných časopisoch Kategória od 2022 V3 - Vedecký výstup publikačnej činnosti z časopisu Typ výstupu článok Rok 2024 2023 THANGAMUTHU, Vaishnavi - KAMARAJ, K. - HEZEKIAH, James Deva Koresh. Prediction of Lung Infections with Deep Learning Techniques: A Systematic Review. In: 3rd International Conference on Innovative Mechanisms for Industry Applications, ICIMIA 2023 Proceedings, 2023-01-01, pp. 827-831. 2024: SRUTHI, Srigiri - EMADABOINA, Siddharth - MACHAVARAPU, Pradyumna - SINGH, Rimjhim Padam - KANCHAN, Sneha. Covid-19 Classification using Fine-tuned EfficientNet Architecture. In: 2024 IEEE 9th International Conference for Convergence in Technology, I2CT 2024, 2024-01-01, pp. 2024: PHIPHITPHATPHAISIT, Sirawan - SURINTA, Olarik. Multi-layer adaptive spatial-temporal feature fusion network for efficient food image recognition. In: Expert Systems with Applications, 2024-12-01, 255, pp. ISSN 09574174. 2024: VELIZ, Diego - CCORI, Ronald - ALFARO, Luis. Automation of the Labeling Process Using an Image Classification Model Using Convolutional Neural Networks. In: Journal of Advances in Information Technology, 2024-01-01, 15, 9, pp. 1047-1054. 2025: IPARRAGUIRRE-VILLANUEVA, Orlando - ROBLES-ESPIRITU, Wilmer - SUXE-RAMÍREZ, María - FLORES-CASTAÑEDA, Rosalynn Ornella. Use of CNN with Transfer Learning to Improve the Accuracy of Pneumonia Diagnosis. In: International Journal of Engineering Trends and Technology, 2025-06-01, 73, 6, pp. 382-395. ISSN 23490918. 
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Počet záznamov: 1