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Natural language processing

A machine learning-enabled open biodata resource inventory from the scientific literature

Heidi J. Imker, Kenneth E. Schackart III, Ana-Maria Istrate, Charles E. Cook

Automatic Figure Ranking and User Interfacing for Intelligent Figure Search

Hong Yu, Feifan Liu, Balaji Polepalli Ramesh

FasTag: Automatic text classification of unstructured medical narratives

Guhan Ram Venkataraman, Arturo Lopez Pineda, [ ... ], Manuel A. Rivas

Extraction of use case diagram elements using natural language processing and network science

Maryam Imtiaz Malik, Muddassar Azam Sindhu, Rabeeh Ayaz Abbasi

PCAT-UNet: UNet-like network fused convolution and transformer for retinal vessel segmentation

Danny Chen, Wenzhong Yang, [ ... ], Wenxiu Bu

A dataset to facilitate automated workflow analysis

Tony Allard, Paul Alvino, [ ... ], Joseph Yuen

Predicting Co-Author Relationship in Medical Co-Authorship Networks

Qi Yu, Chao Long, [ ... ], Zhiguang Duan

Describing the antimicrobial usage patterns of companion animal veterinary practices; free text analysis of more than 4.4 million consultation records

Brian A. Hur, Laura Y. Hardefeldt, [ ... ], James R. Gilkerson

Data-Driven Information Extraction from Chinese Electronic Medical Records

Dong Xu, Meizhuo Zhang, [ ... ], Kenny Q. Zhu

KG2Vec: A node2vec-based vectorization model for knowledge graph

YueQun Wang, LiYan Dong, [ ... ], Hao Zhang

What predicts legislative success of early care and education policies?: Applications of machine learning and Natural Language Processing in a cross-state early childhood policy analysis

Soojin Oh Park, Nail Hassairi

Event Recognition Based on Deep Learning in Chinese Texts

Yajun Zhang, Zongtian Liu, Wen Zhou, National Natural Science Foundation of China (NSFC)

SAO2Vec: Development of an algorithm for embedding the subject–action–object (SAO) structure using Doc2Vec

Sunhye Kim, Inchae Park, Byungun Yoon

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