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• W3201324897 endingPage "36" @default.
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• W3201324897 abstract "Unstructured data in electronic health records, represented by clinical texts, are a vast source of healthcare information because they describe a patient's journey, including clinical findings, procedures, and information about the continuity of care. The publication of several studies on temporal relation extraction from clinical texts during the last decade and the realization of multiple shared tasks highlight the importance of this research theme. Therefore, we propose a review of temporal relation extraction in clinical texts. We analyzed 105 articles and verified that relations between events and document creation time, a coarse temporality type, were addressed with traditional machine learning–based models with few recent initiatives to push the state-of-the-art with deep learning–based models. For temporal relations between entities (event and temporal expressions) in the document, factors such as dataset imbalance because of candidate pair generation and task complexity directly affect the system's performance. The state-of-the-art resides on attention-based models, with contextualized word representations being fine-tuned for temporal relation extraction. However, further experiments and advances in the research topic are required until real-time clinical domain applications are released. Furthermore, most of the publications mainly reside on the same dataset, hindering the need for new annotation projects that provide datasets for different medical specialties, clinical text types, and even languages." @default.
• W3201324897 created "2021-09-27" @default.
• W3201324897 creator A5007781745 @default.
• W3201324897 creator A5036636249 @default.
• W3201324897 creator A5042790314 @default.
• W3201324897 creator A5067918609 @default.
• W3201324897 creator A5079518417 @default.
• W3201324897 creator A5088588041 @default.
• W3201324897 creator A5089479540 @default.
• W3201324897 date "2021-09-17" @default.
• W3201324897 modified "2023-10-14" @default.
• W3201324897 title "Temporal Relation Extraction in Clinical Texts" @default.
• W3201324897 cites W1126062418 @default.
• W3201324897 cites W1152166452 @default.
• W3201324897 cites W142564969 @default.
• W3201324897 cites W1451372127 @default.
• W3201324897 cites W1628282653 @default.
• W3201324897 cites W1656216251 @default.
• W3201324897 cites W1674043708 @default.
• W3201324897 cites W1850785958 @default.
• W3201324897 cites W1897351414 @default.
• W3201324897 cites W1944671275 @default.
• W3201324897 cites W1964625659 @default.
• W3201324897 cites W1974396003 @default.
• W3201324897 cites W2004910511 @default.
• W3201324897 cites W2011959271 @default.
• W3201324897 cites W2013147209 @default.
• W3201324897 cites W2016266742 @default.
• W3201324897 cites W2018397720 @default.
• W3201324897 cites W2048157132 @default.
• W3201324897 cites W2057905685 @default.
• W3201324897 cites W2099486982 @default.
• W3201324897 cites W2104170928 @default.
• W3201324897 cites W2108862644 @default.
• W3201324897 cites W2114735889 @default.
• W3201324897 cites W2126911581 @default.
• W3201324897 cites W2130309899 @default.
• W3201324897 cites W2137407193 @default.
• W3201324897 cites W2146089916 @default.
• W3201324897 cites W2146179090 @default.
• W3201324897 cites W2151363315 @default.
• W3201324897 cites W2155276279 @default.
• W3201324897 cites W2160241709 @default.
• W3201324897 cites W2161484642 @default.
• W3201324897 cites W2162364899 @default.
• W3201324897 cites W2163241422 @default.
• W3201324897 cites W2169704124 @default.
• W3201324897 cites W2185599447 @default.
• W3201324897 cites W2187005605 @default.
• W3201324897 cites W2208437477 @default.
• W3201324897 cites W2232325453 @default.
• W3201324897 cites W2251038668 @default.
• W3201324897 cites W2251220668 @default.
• W3201324897 cites W2251325107 @default.
• W3201324897 cites W2293452551 @default.
• W3201324897 cites W2396881363 @default.
• W3201324897 cites W2427807117 @default.
• W3201324897 cites W2464521599 @default.
• W3201324897 cites W2466568148 @default.
• W3201324897 cites W2467674706 @default.
• W3201324897 cites W2468395397 @default.
• W3201324897 cites W2468432491 @default.
• W3201324897 cites W2468802646 @default.
• W3201324897 cites W2469247205 @default.
• W3201324897 cites W2473418600 @default.
• W3201324897 cites W2509340590 @default.
• W3201324897 cites W2556100086 @default.
• W3201324897 cites W2588331448 @default.
• W3201324897 cites W2608829447 @default.
• W3201324897 cites W2668325215 @default.
• W3201324897 cites W2735580341 @default.
• W3201324897 cites W2739896562 @default.
• W3201324897 cites W2740053148 @default.
• W3201324897 cites W2741502284 @default.
• W3201324897 cites W2741943111 @default.
• W3201324897 cites W2750641405 @default.
• W3201324897 cites W2750878598 @default.
• W3201324897 cites W2751696754 @default.
• W3201324897 cites W2752590124 @default.
• W3201324897 cites W2768488789 @default.
• W3201324897 cites W2791371676 @default.
• W3201324897 cites W283797413 @default.
• W3201324897 cites W2884462261 @default.
• W3201324897 cites W2885828205 @default.
• W3201324897 cites W2886671597 @default.
• W3201324897 cites W2898696782 @default.
• W3201324897 cites W2898749396 @default.
• W3201324897 cites W2898916575 @default.
• W3201324897 cites W2908880646 @default.
• W3201324897 cites W2911489562 @default.
• W3201324897 cites W2913741669 @default.
• W3201324897 cites W2917019145 @default.
• W3201324897 cites W2919281311 @default.
• W3201324897 cites W2947973524 @default.
• W3201324897 cites W2962739339 @default.
• W3201324897 cites W2963600951 @default.
• W3201324897 cites W2963637781 @default.
• W3201324897 cites W2963716420 @default.

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