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1512 result(s) for 'natural language processing' within BMC Bioinformatics

Page 3 of 31

  1. In this paper we focus on the problem of automatically constructing ICD-9-CM coding systems for radiology reports. ICD-9-CM codes are used for billing purposes by health institutes and are assigned to clinical re...

    Authors: Richárd Farkas and György Szarvas
    Citation: BMC Bioinformatics 2008 9(Suppl 3):S10

    This article is part of a Supplement: Volume 9 Supplement 3

  2. Huge amounts of electronic biomedical documents, such as molecular biology reports or genomic papers are generated daily. Nowadays, these documents are mainly available in the form of unstructured free texts, whi...

    Authors: Xiao Liu, Antoine Bordes and Yves Grandvalet
    Citation: BMC Bioinformatics 2015 16(Suppl 10):S8

    This article is part of a Supplement: Volume 16 Supplement 10

  3. In order to detect threats to public health and to be well-prepared for endemic and pandemic illness outbreaks, countries usually rely on event-based surveillance (EBS) and indicator-based surveillance systems. E...

    Authors: Antonella Dellanzo, Viviana Cotik, Daniel Yunior Lozano Barriga, Jonathan Jimmy Mollapaza Apaza, Daniel Palomino, Fernando Schiaffino, Alexander Yanque Aliaga and José Ochoa-Luna
    Citation: BMC Bioinformatics 2022 23:558
  4. The Living Evidence Map Project at the Norwegian Institute of Public Health (NIPH) gives an updated overview of research results and publications. As part of NIPH’s mandate to inform evidence-based infection p...

    Authors: Thomas B. Røst, Laura Slaughter, Øystein Nytrø, Ashley E. Muller and Gunn E. Vist
    Citation: BMC Bioinformatics 2021 22(Suppl 11):496

    This article is part of a Supplement: Volume 22 Supplement 11

  5. RNA secondary structure is very important for deciphering cell’s activity and disease occurrence. The first method which was used by the academics to predict this structure is biological experiment, But this meth...

    Authors: Yinchao Fei, Hao Zhang, Yili Wang, Zhen Liu and Yuanning Liu
    Citation: BMC Bioinformatics 2022 23:354
  6. The genetic bases of many complex phenotypes are still largely unknown, mostly due to the polygenic nature of the traits and the small effect of each associated mutation. An alternative approach to classic ass...

    Authors: Luis Torada, Lucrezia Lorenzon, Alice Beddis, Ulas Isildak, Linda Pattini, Sara Mathieson and Matteo Fumagalli
    Citation: BMC Bioinformatics 2019 20(Suppl 9):337

    This article is part of a Supplement: Volume 20 Supplement 9

  7. In bioinformatics, it is important to build extensible and low-maintenance systems that are able to deal with the new tools and data formats that are constantly being developed. The traditional and simplest im...

    Authors: Maíra R Rodrigues, Wagner CS Magalhães, Moara Machado and Eduardo Tarazona-Santos
    Citation: BMC Bioinformatics 2012 13:163
  8. The goal of the first BioCreAtIvE challenge (Critical Assessment of Information Extraction in Biology) was to provide a set of common evaluation tasks to assess the state of the art for text mining applied to ...

    Authors: Lynette Hirschman, Alexander Yeh, Christian Blaschke and Alfonso Valencia
    Citation: BMC Bioinformatics 2005 6(Suppl 1):S1

    This article is part of a Supplement: Volume 6 Supplement 1

  9. Bioinformatics tools for automatic processing of biomedical literature are invaluable for both ... Many information extraction (IE) systems that incorporate natural language processing (NLP) techniques have thus ...

    Authors: Richard Tzong-Han Tsai, Wen-Chi Chou, Ying-Shan Su, Yu-Chun Lin, Cheng-Lung Sung, Hong-Jie Dai, Irene Tzu-Hsuan Yeh, Wei Ku, Ting-Yi Sung and Wen-Lian Hsu
    Citation: BMC Bioinformatics 2007 8:325
  10. Finding relevant literature is crucial for many biomedical research activities and in the practice of evidence-based medicine. Search engines such as PubMed provide a means to search and retrieve published lit...

    Authors: Maciej Rybinski, Sarvnaz Karimi, Vincent Nguyen and Cecile Paris
    Citation: BMC Bioinformatics 2020 21(Suppl 19):572

    This article is part of a Supplement: Volume 21 Supplement 19

  11. RNA secondary structure comparison is a fundamental task for several studies, among which are RNA structure prediction and evolution. The comparison can currently be done efficiently only for pseudoknot-free s...

    Authors: Michela Quadrini, Luca Tesei and Emanuela Merelli
    Citation: BMC Bioinformatics 2019 20(Suppl 4):161

    This article is part of a Supplement: Volume 20 Supplement 4

  12. Entity coreference is common in biomedical literature and it can affect text understanding systems that rely on accurate identification of named entities, such as relation extraction and automatic summarization. ...

    Authors: Halil Kilicoglu, Graciela Rosemblat, Marcelo Fiszman and Thomas C. Rindflesch
    Citation: BMC Bioinformatics 2016 17:163
  13. Discovery of new medicinal agents from natural sources has largely been an adventitious process based on screening of plant and microbial extracts combined with bioassay-guided identification and natural produ...

    Authors: Michael HT Li, Peter MU Ung, James Zajkowski, Sylvie Garneau-Tsodikova and David H Sherman
    Citation: BMC Bioinformatics 2009 10:185
  14. We address the goal of curating observations from published experiments in a generalizable form; reasoning over these observations to generate interpretations and then querying this interpreted knowledge to su...

    Authors: Thomas A Russ, Cartic Ramakrishnan, Eduard H Hovy, Mihail Bota and Gully APC Burns
    Citation: BMC Bioinformatics 2011 12:351
  15. The overall goal of the BioCreative Workshops is to promote the development of text mining and text processing tools which are useful to the communities of researchers and database curators in the biological s...

    Authors: Cecilia N Arighi, Zhiyong Lu, Martin Krallinger, Kevin B Cohen, W John Wilbur, Alfonso Valencia, Lynette Hirschman and Cathy H Wu
    Citation: BMC Bioinformatics 2011 12(Suppl 8):S1

    This article is part of a Supplement: Volume 12 Supplement 8

  16. The increasingly large amount of free, online biological text makes automatic interaction extraction correspondingly attractive. Machine learning is one strategy that works by uncovering and using useful prope...

    Authors: Lifeng Zhang, Daniel Berleant, Jing Ding, Tuan Cao and Eve Syrkin Wurtele
    Citation: BMC Bioinformatics 2009 10(Suppl 11):S18

    This article is part of a Supplement: Volume 10 Supplement 11

  17. Long noncoding RNAs (lncRNAs) play an important role in regulating biological activities and their prediction is significant for exploring biological processes. Long short-term memory (LSTM) and convolutional ...

    Authors: Jun Meng, Qiang Kang, Zheng Chang and Yushi Luan
    Citation: BMC Bioinformatics 2021 22(Suppl 3):242

    This article is part of a Supplement: Volume 22 Supplement 3

  18. Within research each experiment is different, the focus changes and the data is generated from a continually evolving barrage of technologies. There is a continual introduction of new techniques whose usage ra...

    Authors: John Boyle, Hector Rovira, Chris Cavnor, David Burdick, Sarah Killcoyne and Ilya Shmulevich
    Citation: BMC Bioinformatics 2009 10:79
  19. A reliable extraction technique for resolving multiple spots in light or electron microscopic images is essential in investigations of the spatial distribution and dynamics of specific proteins inside cells an...

    Authors: Yoshitaka Kimori, Norio Baba and Nobuhiro Morone
    Citation: BMC Bioinformatics 2010 11:373
  20. The rapid evolution of Internet technologies and the collaborative approaches that dominate the field have stimulated the development of numerous bioinformatics resources. To address this new framework, severa...

    Authors: Guillermo de la Calle, Miguel García-Remesal, Stefano Chiesa, Diana de la Iglesia and Victor Maojo
    Citation: BMC Bioinformatics 2009 10:320
  21. Benefiting from big data, powerful computation and new algorithmic techniques, we have been witnessing the renaissance of deep learning, particularly the combination of natural language processing (NLP) and deep ...

    Authors: Xiaozheng Li, Huazhen Wang, Huixin He, Jixiang Du, Jian Chen and Jinzhun Wu
    Citation: BMC Bioinformatics 2019 20:62
  22. There is a considerable interest in characterizing the biological role of specific protein residue substitutions through mutagenesis experiments. Additionally, recent efforts related to the detection of diseas...

    Authors: Martin Krallinger, Jose MG Izarzugaza, Carlos Rodriguez-Penagos and Alfonso Valencia
    Citation: BMC Bioinformatics 2009 10(Suppl 8):S1

    This article is part of a Supplement: Volume 10 Supplement 8

  23. Sequencing technologies are prone to errors, making error correction (EC) necessary for downstream applications. EC tools need to be manually configured for optimal performance. We find that the optimal parame...

    Authors: Atul Sharma, Pranjal Jain, Ashraf Mahgoub, Zihan Zhou, Kanak Mahadik and Somali Chaterji
    Citation: BMC Bioinformatics 2022 23:25
  24. In the United States and parts of the world, the human papillomavirus vaccine uptake is below the prescribed coverage rate for the population. Some research have noted that dialogue that communicates the risks...

    Authors: Muhammad Amith, Kirk Roberts and Cui Tao
    Citation: BMC Bioinformatics 2019 20(Suppl 21):706

    This article is part of a Supplement: Volume 20 Supplement 21

  25. We describe the methodology for automatic curation of Biological Association Networks (BANs) derived by a natural language processing technology called Medscan. The curated data is...

    Authors: Anton Yuryev, Zufar Mulyukov, Ekaterina Kotelnikova, Sergei Maslov, Sergei Egorov, Alexander Nikitin, Nikolai Daraselia and Ilya Mazo
    Citation: BMC Bioinformatics 2006 7:171
  26. This paper mainly studies feature extraction and classification of m6A methylation sites in a natural language processing way, which manages to organically integrate the...6A sites. One-hot, RNA word embedding, a...

    Authors: Lin Zhang, Gangshen Li, Xiuyu Li, Honglei Wang, Shutao Chen and Hui Liu
    Citation: BMC Bioinformatics 2021 22:288
  27. The Comparative Data Analysis Ontology (CDAO) is an ontology developed, as part of the EvoInfo and EvoIO groups supported by the National Evolutionary Synthesis Center, to provide semantic descriptions of data an...

    Authors: Brandon Chisham, Ben Wright, Trung Le, Tran Cao Son and Enrico Pontelli
    Citation: BMC Bioinformatics 2011 12:98
  28. Legumes (Leguminosae or Fabaceae) play a major role in agriculture. Transcriptomics studies in the model legume species, Medicago truncatula, are instrumental in helping to formulate hypotheses about the role of ...

    Authors: Ji He, Vagner A Benedito, Mingyi Wang, Jeremy D Murray, Patrick X Zhao, Yuhong Tang and Michael K Udvardi
    Citation: BMC Bioinformatics 2009 10:441
  29. Knowledge gained in studies of genetic disorders is reported in a growing body of biomedical literature containing reports of genetic variation in individuals that map to medical conditions and/or response to the...

    Authors: Casey Lynnette Overby, Peter Tarczy-Hornoch and Dina Demner-Fushman
    Citation: BMC Bioinformatics 2009 10(Suppl 9):S8

    This article is part of a Supplement: Volume 10 Supplement 9

  30. Whereas the molecular assembly of protein expression clones is readily automated and routinely accomplished in high throughput, sequence verification of these clones is still largely performed manually, an ard...

    Authors: Elena Taycher, Andreas Rolfs, Yanhui Hu, Dongmei Zuo, Stephanie E Mohr, Janice Williamson and Joshua LaBaer
    Citation: BMC Bioinformatics 2007 8:198
  31. The majority of experimentally verified molecular interaction and biological pathway data are present in the unstructured text of biomedical journal articles where they are inaccessible to computational method...

    Authors: Ian Donaldson, Joel Martin, Berry de Bruijn, Cheryl Wolting, Vicki Lay, Brigitte Tuekam, Shudong Zhang, Berivan Baskin, Gary D Bader, Katerina Michalickova, Tony Pawson and Christopher WV Hogue
    Citation: BMC Bioinformatics 2003 4:11
  32. There are millions of public posts to medical message boards by users seeking support and information on a wide range of medical conditions. It has been shown that these posts can be used to gain a greater und...

    Authors: Adrian Benton, Shawndra Hill, Lyle Ungar, Annie Chung, Charles Leonard, Cristin Freeman and John H Holmes
    Citation: BMC Bioinformatics 2011 12(Suppl 3):S2

    This article is part of a Supplement: Volume 12 Supplement 3

  33. Ongoing advancements in cloud computing provide novel opportunities in scientific computing, especially for distributed workflows. Modern web browsers can now be used as high-performance workstations for query...

    Authors: Sean R Wilkinson and Jonas S Almeida
    Citation: BMC Bioinformatics 2014 15:176
  34. Alkaline earth metal ions are important protein binding ligands in human body, and it is of great significance to predict their binding residues.

    Authors: Kai Sun, Xiuzhen Hu, Zhenxing Feng, Hongbin Wang, Haotian Lv, Ziyang Wang, Gaimei Zhang, Shuang Xu and Xiaoxiao You
    Citation: BMC Bioinformatics 2022 22(Suppl 12):324

    This article is part of a Supplement: Volume 22 Supplement 12

  35. Twitter is a popular social networking site where short messages or “tweets” of users have been used extensively for research purposes. However, not much research has been done in mining the medical profession...

    Authors: Kazi Zainab, Gautam Srivastava and Vijay Mago
    Citation: BMC Bioinformatics 2022 22(Suppl 10):630

    This article is part of a Supplement: Volume 22 Supplement 10

  36. The manual diagnosis of neurodegenerative disorders such as Alzheimer’s disease (AD) and related Dementias has been a challenge. Currently, these disorders are diagnosed using specific clinical diagnostic crit...

    Authors: Sylvester O. Orimaye, Jojo S-M. Wong, Karen J. Golden, Chee P. Wong and Ireneous N. Soyiri
    Citation: BMC Bioinformatics 2017 18:34

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