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Prompt-Guided Generation of Structured Chest X-Ray Report Using a Pre-trained LLM

Autor: Li, Hongzhao, Wang, Hongyu, Sun, Xia, He, Hua, Feng, Jun

Medical report generation automates radiology descriptions from images, easing the burden on physicians and minimizing errors. However, current methods lack structured outputs and physician interactivity for clear, clinically relevant reports. Our me

Externí odkaz: http://arxiv.org/abs/2404.11209

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Prompting Explicit and Implicit Knowledge for Multi-hop Question Answering Based on Human Reading Process

Autor: Huang, Guangming, Long, Yunfei, Luo, Cunjin, Shen, Jiaxing, Sun, Xia

Pre-trained language models (PLMs) leverage chains-of-thought (CoT) to simulate human reasoning and inference processes, achieving proficient performance in multi-hop QA. However, a gap persists between PLMs' reasoning abilities and those of humans w

Externí odkaz: http://arxiv.org/abs/2402.19350

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The Decay Process of an {\alpha}-configuration Sunspot

Autor: Peng, Yang, Xue, Zhi-Ke, Yan, Xiao-Li, Norton, Aimee A., Qu, Zhong-Quan, Wang, Jin-Cheng, Xu, Zhe, Yang, Li-Heng, Li, Qiao-Ling, Yang, Li-Ping, Sun, Xia

The decay of sunspot plays a key role in magnetic flux transportation in solar active regions (ARs). To better understand the physical mechanism of the entire decay process of a sunspot, an {\alpha}-configuration sunspot in AR NOAA 12411 was studied.

Externí odkaz: http://arxiv.org/abs/2401.05688

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Onset mechanism of an inverted U-shaped solar filament eruption revealed by NVST, SDO, and STEREO-A observations

Autor: Wang, Jincheng, Yan, Xiaoli, Cai, Qiangwei, Xue, Zhike, Yang, Liheng, Li, Qiaoling, Xu, Zhe, Cai, Yunfang, Yang, Liping, Peng, Yang, Sun, Xia, Zhang, Xinsheng, Zhou, Yian

Utilizing observations from the New Vacuum Solar Telescope (NVST), Solar Dynamics Observatory (SDO), and Solar Terrestrial Relations Observatory-Ahead (STEREO-A), we investigate the event from two distinct observational perspectives: on the solar dis

Externí odkaz: http://arxiv.org/abs/2401.00185

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