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Chestx-ray8: Hospital-scale chest x-ray database and benchmarks on weakly-supervised classification and localization of common thorax diseases X Wang, Y Peng, L Lu, Z Lu, M Bagheri, RM Summers Proceedings of the IEEE conference on computer vision and pattern …, 2017 | 4363 | 2017 |
Opportunities and obstacles for deep learning in biology and medicine T Ching, DS Himmelstein, BK Beaulieu-Jones, AA Kalinin, BT Do, ... Journal of the royal society interface 15 (141), 20170387, 2018 | 1995 | 2018 |
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Transfer learning in biomedical natural language processing: an evaluation of BERT and ELMo on ten benchmarking datasets Y Peng, S Yan, Z Lu arXiv preprint arXiv:1906.05474, 2019 | 926 | 2019 |
NCBI disease corpus: a resource for disease name recognition and concept normalization RI Doğan, R Leaman, Z Lu Journal of biomedical informatics 47, 1-10, 2014 | 849 | 2014 |
BioCreative V CDR task corpus: a resource for chemical disease relation extraction J Li, Y Sun, RJ Johnson, D Sciaky, CH Wei, R Leaman, AP Davis, ... Database 2016, 2016 | 823 | 2016 |
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PubMed and beyond: a survey of web tools for searching biomedical literature Z Lu Database: the journal of biological databases and curation 2011, 2011 | 645 | 2011 |
PubTator: a web-based text mining tool for assisting biocuration CH Wei, HY Kao, Z Lu Nucleic acids research 41 (W1), W518-W522, 2013 | 605 | 2013 |
Tienet: Text-image embedding network for common thorax disease classification and reporting in chest x-rays X Wang, Y Peng, L Lu, Z Lu, RM Summers Proceedings of the IEEE conference on computer vision and pattern …, 2018 | 548 | 2018 |
DNorm: disease name normalization with pairwise learning to rank R Leaman, R Islamaj Doğan, Z Lu Bioinformatics 29 (22), 2909-2917, 2013 | 541 | 2013 |
A survey of current trends in computational drug repositioning J Li, S Zheng, B Chen, AJ Butte, SJ Swamidass, Z Lu Briefings in bioinformatics 17 (1), 2-12, 2016 | 534 | 2016 |
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Predicting subcellular localization of proteins using machine-learned classifiers Z Lu, D Szafron, R Greiner, P Lu, DS Wishart, B Poulin, J Anvik, ... Bioinformatics 20 (4), 547-556, 2004 | 463 | 2004 |
BioWordVec, improving biomedical word embeddings with subword information and MeSH Y Zhang, Q Chen, Z Yang, H Lin, Z Lu Scientific data 6 (1), 52, 2019 | 437 | 2019 |
Overview of BioCreative II gene normalization AA Morgan, Z Lu, X Wang, AM Cohen, J Fluck, P Ruch, A Divoli, K Fundel, ... Genome biology 9, 1-19, 2008 | 407 | 2008 |
Assessing the state of the art in biomedical relation extraction: overview of the BioCreative V chemical-disease relation (CDR) task CH Wei, Y Peng, R Leaman, AP Davis, CJ Mattingly, J Li, TC Wiegers, ... Database 2016, baw032, 2016 | 401 | 2016 |
PubTator central: automated concept annotation for biomedical full text articles CH Wei, A Allot, R Leaman, Z Lu Nucleic acids research 47 (W1), W587-W593, 2019 | 358 | 2019 |
The CHEMDNER corpus of chemicals and drugs and its annotation principles M Krallinger, O Rabal, F Leitner, M Vazquez, D Salgado, Z Lu, R Leaman, ... Journal of cheminformatics 7, 1-17, 2015 | 352 | 2015 |