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Qwen TextCNN and BERT models for enhanced multilabel news classification in mobile apps

• Authors : Yuan, Dawei; Liang, Guojun, Postdoktor, 1982; Liu, Bin

Subjects: BERT; Large language models; Multilabel classification

• Source: Scientific Reports. 15(1):1-22

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Fine-tuned ResNet34 for efficient brain tumor classification.

• Authors : Shahin A; Faculty of Information Technology Engineering, Syrian Virtual University, Damascus, Syria. .

Subjects: Brain Neoplasms*/Brain Neoplasms*/Brain Neoplasms*/classification ; Brain Neoplasms*/Brain Neoplasms*/Brain Neoplasms*/diagnostic imaging ; Brain Neoplasms*/Brain Neoplasms*/Brain Neoplasms*/pathology

• Source: Scientific reports [Sci Rep] 2025 Oct 22; Vol. 15 (1), pp. 36910. Date of Electronic Publication: 2025 Oct 22.Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN:

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Enhanced brain tumor classification framework using deep learning.

• Authors : Vure RB; VIT-AP University, Amaravati, Andhra Pradesh, India.; Pappala LK

Subjects: Brain Neoplasms*/Brain Neoplasms*/Brain Neoplasms*/classification ; Brain Neoplasms*/Brain Neoplasms*/Brain Neoplasms*/diagnostic imaging ; Brain Neoplasms*/Brain Neoplasms*/Brain Neoplasms*/pathology

• Source: Scientific reports [Sci Rep] 2025 Oct 14; Vol. 15 (1), pp. 35814. Date of Electronic Publication: 2025 Oct 14.Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN:

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Explainable convolutional neural network architectures for high-performance taxonomic classification of gasteroid macrofungi.

• Authors : Kumru, Eda¹ (AUTHOR); Ekinci, Fatih² (AUTHOR); Aydoğan, Abdullah³ (AUTHOR)

• Source: Scientific Reports. 11/17/2025, Vol. 15 Issue 1, p1-20. 20p.

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AI-powered knowledge organization: a next-generation approach to library classification using DeepSeek-R1.

• Authors : Feng, Na¹ (AUTHOR)

• Source: Scientific Reports. 11/3/2025, Vol. 15 Issue 1, p1-12. 12p.

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Non-small cell lung cancer subtype classification based on cross-scale multi-instance learning.

• Authors : Jiang P; School of Physics and Electronic Information, Yantai University, Yantai, 264005, China.; Chen W

Subjects: Carcinoma, Non-Small-Cell Lung*/Carcinoma, Non-Small-Cell Lung*/Carcinoma, Non-Small-Cell Lung*/classification ; Carcinoma, Non-Small-Cell Lung*/Carcinoma, Non-Small-Cell Lung*/Carcinoma, Non-Small-Cell Lung*/pathology ; Carcinoma, Non-Small-Cell Lung*/Carcinoma, Non-Small-Cell Lung*/Carcinoma, Non-Small-Cell Lung*/diagnosis

• Source: Scientific reports [Sci Rep] 2025 Dec 05; Vol. 15 (1), pp. 43210. Date of Electronic Publication: 2025 Dec 05.Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN:

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Enhanced skin cancer classification using modified efficientNetV2L with adaptive early stopping mechanism.

• Authors : Venkatachalam C; Department of Computer Science and Engineering, Faculty of Engineering, Jain (Deemed to be university), Bangalore, 562112, Karnataka, India.; Venkatachalam S

Subjects: Skin Neoplasms*/Skin Neoplasms*/Skin Neoplasms*/classification ; Skin Neoplasms*/Skin Neoplasms*/Skin Neoplasms*/diagnosis ; Skin Neoplasms*/Skin Neoplasms*/Skin Neoplasms*/pathology

• Source: Scientific reports [Sci Rep] 2025 Nov 03; Vol. 15 (1), pp. 38304. Date of Electronic Publication: 2025 Nov 03.Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN:

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A swarm intelligence-driven hybrid framework for brain tumor classification with enhanced deep features.

• Authors : Yonar A; Faculty of Science, Department of Statistics, Selçuk University, Konya, Turkey. .

Subjects: Brain Neoplasms*/Brain Neoplasms*/Brain Neoplasms*/classification ; Brain Neoplasms*/Brain Neoplasms*/Brain Neoplasms*/diagnostic imaging ; Brain Neoplasms*/Brain Neoplasms*/Brain Neoplasms*/pathology

• Source: Scientific reports [Sci Rep] 2025 Oct 28; Vol. 15 (1), pp. 37543. Date of Electronic Publication: 2025 Oct 28.Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN:

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Method for classification of UAV flight control RF signals based on multi-scale divergence entropy and optimized neural networks.

• Authors : Liu, Bing^1,2 (AUTHOR); Liu, Jiaqi¹ (AUTHOR); Shi, Mingxin¹ (AUTHOR)

• Source: Scientific Reports. 3/9/2026, Vol. 16 Issue 1, p1-17. 17p.

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Cross-platform multi-cancer histopathology classification using local-window vision transformers.

• Authors : Nayeem, Md. Darun¹ (AUTHOR); Nisita, Nusrat Jahan¹ (AUTHOR); Islam, Md. Masudul¹ (AUTHOR)

• Source: Scientific Reports. 11/19/2025, Vol. 15 Issue 1, p1-24. 24p.

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