全部文献期刊会议图书|学者科研项目
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作者:Mourad Sarrouti , Said Ouatik El Alaoui
来源:[J].Artificial Intelligence In Medicine(IF 1.355), 2020, Vol.102
摘要:... However, it still remains a real challenge in the biomedical domain as the most of the existing systems support a limited amount of question and answer types as well as still require further efforts in order to improve their performance in terms of precision for the supporte...
作者:Minsoo Cho , Jihwan Ha , Chihyun Park ...
来源:[J].Journal of Biomedical Informatics(IF 2.131), 2020, Vol.103
摘要:Abstract(#br)With the rapid advancement of technology and the necessity of processing large amounts of data, biomedical Named Entity Recognition (NER) has become an essential technique for information extraction in the biomedical field. NER, which is a sequence-labeling task, has...
作者:Emilio O. Bachtiar , Ozan Erol , Michal Millrod ...
来源:[J].Journal of the Mechanical Behavior of Biomedical Materials(IF 2.368), 2020, Vol.104
摘要:Abstract(#br)Recent advancements in 3D printing have revolutionized biomedical engineering by enabling the manufacture of complex and functional devices in a low-cost, customizable, and small-batch fabrication manner. Soft elastomers are particularly important for biomedical...
作者:Ling Luo , Zhihao Yang , Mingyu Cao ...
来源:[J].Journal of Biomedical Informatics(IF 2.131), 2020, Vol.103
摘要:... However, they are inappropriate for the biomedical domain due to numerous overlapping relations in biomedical text. To alleviate the problem, we propose a neural network-based joint learning approach for biomedical entity and relation extraction. In this approach, a novel tag...
作者:Muhammad Amith , Zhe He , Jiang Bian ...
来源:[J].Journal of Biomedical Informatics(IF 2.131), 2018, Vol.80, pp.1-13
摘要:Abstract(#br)With the proliferation of heterogeneous health care data in the last three decades, biomedical ontologies and controlled biomedical terminologies play a more and more important role in knowledge representation and management, data integration, natural language proce...
作者:Yijia Zhang , Hongfei Lin , Zhihao Yang ...
来源:[J].Journal of Biomedical Informatics(IF 2.131), 2019, Vol.99
摘要:Abstract(#br)The explosive growth of biomedical literature has created a rich source of knowledge, such as that on protein-protein interactions (PPIs) and drug-drug interactions (DDIs), locked in unstructured free text. Biomedical relation classification aims to automatically det...
作者:Mourad Sarrouti , Said El Alaoui Ouatik
来源:[J].Journal of Biomedical Informatics(IF 2.131), 2017
摘要:Abstract(#br)Background and Objective(#br)Passage retrieval, the identification of top-ranked passages that may contain the answer for a given biomedical question, is a crucial component for any biomedical question answering (QA) system. Passage retrieval in open-domain QA is a l...
作者:Yijia Zhang , Hongfei Lin , Zhihao Yang ...
来源:[J].Journal of Biomedical Informatics(IF 2.131), 2018, Vol.81, pp.83-92
摘要:Abstract(#br)Biomedical relation extraction can automatically extract high-quality biomedical relations from biomedical texts, which is a vital step for the mining of biomedical knowledge hidden in the literature. Recurrent neural networks (RNNs) and convolutional neural networks...
作者:Milad Moradi , Georg Dorffner , Matthias Samwald
来源:[J].Computer Methods and Programs in Biomedicine(IF 1.555), 2020, Vol.184
摘要:Abstract(#br)Background and Objective(#br)Capturing the context of text is a challenging task in biomedical text summarization. The objective of this research is to show how contextualized embeddings produced by a deep bidirectional language model can be utilized to quantify the ...
作者:Guo-Qiang Zhang , Guangming Xing , Licong Cui
来源:[J].Journal of Biomedical Informatics(IF 2.131), 2018, Vol.80, pp.106-119
摘要:Abstract(#br)One of the basic challenges in developing structural methods for systematic audition on the quality of biomedical ontologies is the computational cost usually involved in exhaustive sub-graph analysis. We introduce ANT-LCA, a new algorithm for computing all non-trivi...

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