Search Results

Integrating multimodal imaging and peritumoral features for enhanced prostate cancer diagnosis: A machine learning approach.

• Authors : Zhou H; Department of Radiology, Zhejiang Hospital, Hangzhou, Zhejiang Province, China.; Xie M

Subjects: Prostatic Neoplasms*/Prostatic Neoplasms*/Prostatic Neoplasms*/diagnostic imaging ; Prostatic Neoplasms*/Prostatic Neoplasms*/Prostatic Neoplasms*/pathology ; Prostatic Neoplasms*/Prostatic Neoplasms*/Prostatic Neoplasms*/diagnosis

• Source: PloS one [PLoS One] 2025 May 15; Vol. 20 (5), pp. e0323752. Date of Electronic Publication: 2025 May 15 (Print Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet

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Neural correlates of frailty in cognitively healthy adults: A multimodal imaging study.

• Authors : Parrotta I; IRCCS San Camillo Hospital, Venice, Italy.; Movement Control and Neuroplasticity Research Group, Leuven, Belgium.

Subjects: Cognition*/Cognition*/Cognition*/physiology ; Multimodal Imaging* ; Frailty*/Frailty*/Frailty*/diagnostic imaging

• Source: PloS one [PLoS One] 2025 Mar 26; Vol. 20 (3), pp. e0320492. Date of Electronic Publication: 2025 Mar 26 (Print Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet

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Multimodal prehabilitation (Fit4Surgery) in high-impact surgery to enhance surgical outcomes: Study protocol of F4S PREHAB, a single center stepped wedge trial.

• Authors : Strijker, Dieuwke¹ (AUTHOR); Drager, Luuk² (AUTHOR) ; van Asseldonk, Monique³ (AUTHOR)

Subjects: *Prehabilitation; *Preoperative risk factors; *Preoperative care

• Source: PLoS ONE. 7/5/2024, Vol. 19 Issue 7, p1-14. 14p.

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Multimodal processing in simultaneous interpreting with text: Evidence from ear-eye-voice span and performance.

• Authors : Yang, Shanshan¹ (AUTHOR) ; Li, Defeng² (AUTHOR); Lai Cheng Lei, Victoria² (AUTHOR)

• Source: PLoS ONE. 7/3/2025, Vol. 20 Issue 7, p1-22. 22p.

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A multimodal transformer-based visual question answering method integrating local and global information.

• Authors : Huang, Cuiyang¹ (AUTHOR) ; Hu, Zihan¹ (AUTHOR)

• Source: PLoS ONE. 7/2/2025, Vol. 20 Issue 7, p1-22. 22p.

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A framework for detecting and predicting highway traffic anomalies via multimodal fusion and heterogeneous graph neural networks.

• Authors : Sun, Shaowei^1,2 (AUTHOR) ; Liu, Mingzhou¹ (AUTHOR)

• Source: PLoS ONE. 6/25/2025, Vol. 20 Issue 6, p1-28. 28p.

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Enhancing stock timing predictions based on multimodal architecture: Leveraging large language models (LLMs) for text quality improvement.

• Authors : Chen, Mingming^1,2 (AUTHOR); Tang, Yifan¹ (AUTHOR); Qi, Qi¹ (AUTHOR)

Subjects: *Language models; *Business forecasting; *Generative pre-trained transformers

• Source: PLoS ONE. 6/18/2025, Vol. 20 Issue 6, p1-14. 14p.

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Chinese medical named entity recognition based on multimodal information fusion and hybrid attention mechanism.

• Authors : Luo, Zhen¹ (AUTHOR) ; Che, Jingping¹ (AUTHOR); Ji, Fan¹ (AUTHOR)

Subjects: *Random fields; *Information sharing; *Recognition (Psychology)

• Source: PLoS ONE. 6/11/2025, Vol. 20 Issue 6, p1-16. 16p.

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Optimizing document management and retrieval with multimodal transformers and knowledge graphs.

• Authors : Chen, Yali¹ (AUTHOR) ; Hu, Bin² (AUTHOR); Liu, Yajuan³ (AUTHOR)

Subjects: *Reinforcement learning; *Deep reinforcement learning; *Knowledge graphs

• Source: PLoS ONE. 6/11/2025, Vol. 20 Issue 6, p1-27. 27p.

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Student engagement assessment using multimodal deep learning.

• Authors : Yan, Lijuan¹ (AUTHOR) mailto:; Wu, Xiaotao¹ (AUTHOR); Wang, Yi¹ (AUTHOR)

Subjects: *Student engagement; *Multisensor data fusion; *Teaching methods

• Source: PLoS ONE. 6/10/2025, Vol. 20 Issue 6, p1-19. 19p.

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