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Automatic Correction of Real-Word Errors in Spanish Clinical Texts

Daniel Bravo-Candel, Jésica López-Hernández, José Antonio García-Díaz, Fernando Molina-Molina, Francisco García-Sánchez
<span title="2021-04-21">2021</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/taedaf6aozg7vitz5dpgkojane" style="color: black;">Sensors</a> </i> &nbsp;
In this work, a deep learning model were implemented for correcting real-word errors in clinical text.  ...  Real-word errors are characterized by being actual terms in the dictionary. By providing context, real-word errors are detected.  ...  In order to tackle this problem, in this work a DL approach was evaluated on the task of real-word error correction in Spanish clinical texts.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/s21092893">doi:10.3390/s21092893</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/33919018">pmid:33919018</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/sdac7vet3ja5pmtphp76qa4gqu">fatcat:sdac7vet3ja5pmtphp76qa4gqu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210425111346/https://res.mdpi.com/d_attachment/sensors/sensors-21-02893/article_deploy/sensors-21-02893.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/b0/78/b078a405ad4b4bb5a7ee0d555bd409b905b80588.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/s21092893"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

Performance of a New Speech Translation Device in Translating Verbal Recommendations of Medication Action Plans for Patients with Diabetes

R. William Soller, Philip Chan, Amy Higa
<span title="">2012</span> <i title="SAGE Publications"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/qkvlkydbtbddzoyhckqf2wyhpm" style="color: black;">Journal of Diabetes Science and Technology</a> </i> &nbsp;
Conclusions: A concept-based English-Spanish speech translation system has been successfully developed in prototype form that can accept long utterances (up to 20 words) with limited to no degradation  ...  utterances that can be recognized and translated by devices and has the potential to broaden access to translation services in the clinical settings.  ...  Acknowledgments: The authors recognize Farzad Ehsani, Demitrios Master, and the rest of the technical team of Fluential Inc. for their work in the technical assembly of the Fluential speech translation  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1177/193229681200600426">doi:10.1177/193229681200600426</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/22920821">pmid:22920821</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC3440166/">pmcid:PMC3440166</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/bddkjgvusnhinhlckl56j7mlgi">fatcat:bddkjgvusnhinhlckl56j7mlgi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200208102958/http://europepmc.org/backend/ptpmcrender.fcgi?accid=PMC3440166&amp;blobtype=pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/2a/c8/2ac84cc1758bfb48f4ad7cf1ae50666b35d698cf.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1177/193229681200600426"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> sagepub.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3440166" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Supporting Risk-Aware Use of Online Translation Tools in Delivering Mental Healthcare Services among Spanish-Speaking Populations

Wenxiu Xie, Meng Ji, Mengdan Zhao, Xiaobo Qian, Chi-Yin Chow, Kam-Yiu Lam, Tianyong Hao, Heng Liu
<span title="2021-10-28">2021</span> <i title="Hindawi Limited"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/3wwzxqpotbc73bzpemzybzg7ee" style="color: black;">Computational Intelligence and Neuroscience</a> </i> &nbsp;
Neural machine translation technologies are having increasing applications in clinical and healthcare settings.  ...  In multicultural countries, automatic translation tools provide critical support to medical and health professionals in their interaction and exchange of health messages with migrant patients with limited  ...  reliable for automatic translation to Spanish.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1155/2021/1011197">doi:10.1155/2021/1011197</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/34745242">pmid:34745242</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC8568518/">pmcid:PMC8568518</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/l3bnojharraadbah4eoclb3lem">fatcat:l3bnojharraadbah4eoclb3lem</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220206205829/https://downloads.hindawi.com/journals/cin/2021/1011197.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/89/b0/89b0aafb76bf0e3f18817787c655d041c0844d9e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1155/2021/1011197"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> hindawi.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8568518" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Survey of Automatic Spelling Correction

Daniel Hládek, Ján Staš, Matúš Pleva
<span title="2020-10-13">2020</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ikdpfme5h5egvnwtvvtjrnntyy" style="color: black;">Electronics</a> </i> &nbsp;
The second group uses an additional model of context. The third group of automatic spelling correction systems in the survey can adapt its model to the given problem.  ...  Our survey selected papers about spelling correction indexed in Scopus and Web of Science from 1991 to 2019. The first group uses a set of rules designed in advance.  ...  An automatic spelling correction system identifies real-word errors by semantic analysis of the surrounding context.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/electronics9101670">doi:10.3390/electronics9101670</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/pgf65dpwp5b2xc2hc6xxf5pplm">fatcat:pgf65dpwp5b2xc2hc6xxf5pplm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201124023525/https://res.mdpi.com/d_attachment/electronics/electronics-09-01670/article_deploy/electronics-09-01670.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/1b/4e/1b4eb47f7e52ec5eea59c5e20d1f4a99a7c957dd.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/electronics9101670"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

Combining word embeddings to extract chemical and drug entities in biomedical literature

Pilar López-Úbeda, Manuel Carlos Díaz-Galiano, L. Alfonso Ureña-López, M. Teresa Martín-Valdivia
<span title="2021-12-17">2021</span> <i title="Springer Science and Business Media LLC"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/n5zrklrhlzhtdorf4rk4rmeo3i" style="color: black;">BMC Bioinformatics</a> </i> &nbsp;
For this purpose, we propose a combination of word embeddings in order to improve the results obtained in the PharmaCoNER challenge.  ...  Conclusion On the one hand, the combination of word embeddings helps to improve the recognition of chemicals and drugs in the biomedical literature.  ...  The full contents of the supplement are available at https:// bmcbi oinfo rmati cs. biome dcent ral. com/ artic les/ suppl ements/ volume-22-suppl ement-1.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1186/s12859-021-04188-3">doi:10.1186/s12859-021-04188-3</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/34920708">pmid:34920708</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC8684055/">pmcid:PMC8684055</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/iwdqlvquyfhwvbfpz4chqpetym">fatcat:iwdqlvquyfhwvbfpz4chqpetym</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220119045307/https://bmcbioinformatics.biomedcentral.com/track/pdf/10.1186/s12859-021-04188-3.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/de/bd/debd9ea5caa94dc5b88386431a3462d0f6fee085.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1186/s12859-021-04188-3"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> springer.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8684055" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Impact of translation on named-entity recognition in radiology texts

Luís Campos, Vasco Pedro, Francisco Couto
<span title="2017-01-01">2017</span> <i title="Oxford University Press (OUP)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ejkvir3kzbdojf5kygupkidsca" style="color: black;">Database: The Journal of Biological Databases and Curation</a> </i> &nbsp;
To better understand the results we also performed a qualitative analysis of the type of errors found in the automatic and semiautomatic translations.  ...  Using MRRAD we studied which kind of automatic or semi-automatic translation approach is more effective on the Named-entity recognition task of finding RadLex terms in the English version of the articles  ...  Acknowledgements We thank Unbabel for providing open access to their API and the members of the Unbabel's team who gave us technical support.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1093/database/bax064">doi:10.1093/database/bax064</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/29220455">pmid:29220455</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC5737072/">pmcid:PMC5737072</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/y757mdaftjderfqnd63rk6to5u">fatcat:y757mdaftjderfqnd63rk6to5u</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200211030133/http://europepmc.org/backend/ptpmcrender.fcgi?accid=PMC5737072&amp;blobtype=pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/a4/b9/a4b9bc2e949031874a73021159d75202467de93b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1093/database/bax064"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> oup.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5737072" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Survey of Post-OCR Processing Approaches

Thi-Tuyet-Hai Nguyen, Adam Jatowt, MIickael Coustaty, Antoine Doucet
<span title="2021-03-01">2021</span> <i title="Zenodo"> Zenodo </i> &nbsp;
Additionally, many texts have been already processed by various out-of-date digitisation techniques. As a consequence, digitised texts are noisy and need to be post-corrected.  ...  OCR engines can perform well on modern text, unfortunately, their performance is significantly reduced on historical materials.  ...  If F occurs in the text then F is possible a real-word error. Retrieving from the list of transformations of F, they suggest corresponding F 0 as possible correction candidates.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.4640070">doi:10.5281/zenodo.4640070</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/6jnyehazujadvejgls6vpnu6ta">fatcat:6jnyehazujadvejgls6vpnu6ta</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210328180436/https://zenodo.org/record/4640070/files/Survey_of_post_OCR_processing_approaches.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/0f/7f/0f7f2259ffbda81de02a649384a0196de282dd6f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.4640070"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> zenodo.org </button> </a>

A Speech-to-Text Interface for MammoClass

Ricardo Sousa Rocha, Pedro Ferreira, Ines Dutra, Ricardo Correia, Rogerio Salvini, Elizabeth Burnside
<span title="">2016</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/qrxicfzd5jcahil6pr67l466ju" style="color: black;">2016 IEEE 29th International Symposium on Computer-Based Medical Systems (CBMS)</a> </i> &nbsp;
This new MammoClass module can take audio content, transcribe it into written words, and automatically extract the variable values by applying a parser to the recognized text.  ...  Results of spoken mammography reports show that the same variables are extracted for both types of input: typed in or dictated text.  ...  Almost correct terms are acceptable and can be automatically corrected. Incorrect terms cannot be corrected and are sources of errors.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/cbms.2016.25">doi:10.1109/cbms.2016.25</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/cbms/RochaFDCSB16.html">dblp:conf/cbms/RochaFDCSB16</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/cqnn5eco5rh57axr3yjlj5szi4">fatcat:cqnn5eco5rh57axr3yjlj5szi4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190428100846/https://repositorio.inesctec.pt/bitstream/123456789/6979/1/P-00K-RAY.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/45/2f/452fc4fec2763ce174e52beaed3e1f0873ecf484.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/cbms.2016.25"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

An automatic linking service of document images reducing the effects of OCR errors with latent semantics

Renato F. Bulcão-Neto, José Camacho-Guerrero, Álvaro Barreiro, Javier Parapar, Alessandra A. Macedo
<span title="">2010</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/uo6yx5jpgnf2zl7mkrumytd4ti" style="color: black;">Proceedings of the 2010 ACM Symposium on Applied Computing - SAC &#39;10</a> </i> &nbsp;
This paper presents a novel approach to support the automatic generation of relationships among document images by exploiting Latent Semantic Indexing (LSI) and Optical Character Recognition (OCR).  ...  Robust Information Retrieval (IR) systems have been demanded due to the widespread and multipurpose use of document images, and the high number of document images repositories available nowadays.  ...  Moreover, a very large language model for correction can reduce the need for morphologically sensitive error correction.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1774088.1774092">doi:10.1145/1774088.1774092</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/sac/NetoGBPM10.html">dblp:conf/sac/NetoGBPM10</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/xqujwg56qvhgrm7zev6467qfna">fatcat:xqujwg56qvhgrm7zev6467qfna</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20110906032352/http://www.dc.fi.udc.es/~barreiro/publications/DE111-bulcaoetalli.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/ed/0a/ed0a6ef8bd2004f4966f8a9a824e53653f66963f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1774088.1774092"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Survey of Post-OCR Processing Approaches

Thi-Tuyet-Hai Nguyen, Adam Jatowt, MIickael Coustaty, Antoine Doucet
<span title="2021-03-01">2021</span> <i title="Zenodo"> Zenodo </i> &nbsp;
Additionally, many texts have been already processed by various out-of-date digitisation techniques. As a consequence, digitised texts are noisy and need to be post-corrected.  ...  OCR engines can perform well on modern text, unfortunately, their performance is significantly reduced on historical materials.  ...  They then apply the frequent edit operations of on lexicon entries and save all transformations ( , ′ , ) which lead to a correct word. If occurs in the text then is possible a real-word error.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.4635569">doi:10.5281/zenodo.4635569</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/x5qoluap7rgyxakv5lm5qcysya">fatcat:x5qoluap7rgyxakv5lm5qcysya</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210404000949/https://zenodo.org/record/4635569/files/ACM_template___Survey_of_post_OCR_approaches-1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/d5/b7/d5b7f861db8cfc19894b286bc8a4bb45abcd4a81.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.4635569"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> zenodo.org </button> </a>

Negation and uncertainty detection in clinical texts written in Spanish: a deep learning-based approach

Oswaldo Solarte Pabón, Orlando Montenegro, Maria Torrente, Alejandro Rodríguez González, Mariano Provencio, Ernestina Menasalvas
<span title="2022-03-07">2022</span> <i title="PeerJ"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/zs2czkfyybggbpvr26rbyxpsjy" style="color: black;">PeerJ Computer Science</a> </i> &nbsp;
The proposed approach shows the feasibility of deep learning-based methods to detect negation and uncertainty in Spanish clinical texts.  ...  In this paper, we propose a deep learning-based approach for both negation and uncertainty detection in clinical texts written in Spanish.  ...  in Spanish clinical texts.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.7717/peerj-cs.913">doi:10.7717/peerj-cs.913</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/35494817">pmid:35494817</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC9044225/">pmcid:PMC9044225</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/wuk6oblpdva6zfzt6a4ie6stzm">fatcat:wuk6oblpdva6zfzt6a4ie6stzm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220423021558/https://peerj.com/articles/cs-913.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/6c/06/6c06b10f898d9aa3807d48dbb3d759198930bd3e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.7717/peerj-cs.913"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9044225" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Reconstructing the Patient's Natural History from Electronic Health Records

Marjan Najafabadipour, Massimiliano Zanin, Alejandro Rodríguez-González, Maria Torrente, Beatriz Nuñez García, Juan Luis Cruz Bermudez, Mariano Provencio, Ernestina Menasalvas
<span title="2020-04-24">2020</span> <i title="Zenodo"> Zenodo </i> &nbsp;
843 patients from a pool of 989 patients, achieving a correct result in 85% of instances.  ...  The automatic extraction of a patient's natural history from Electronic Health Records (EHRs) is a critical step towards building intelligent systems that can reason about clinical variables and support  ...  data for precision medicine and suggested treatments for different types of patients); MN is also supported by UPM (Universidad Politécnica de Madrid) Programa Propio of PhD grants.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.3765826">doi:10.5281/zenodo.3765826</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ir32plqjzfawhpach7cpzvsa7e">fatcat:ir32plqjzfawhpach7cpzvsa7e</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200429065828/https://zenodo.org/record/3765827/files/Reconstructing_the_Patient_s_Natural_History_from_Electronic_Health_Record.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/82/c5/82c50ad18e38934d3b436f10eea67f81bd50eaa1.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.3765826"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> zenodo.org </button> </a>

Automatic testing of speech recognition

Tom Francart, Marc Moonen, Jan Wouters
<span title="">2009</span> <i title="Informa UK Limited"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/z4os37dxzjgizjuybygyewhad4" style="color: black;">International Journal of Audiology</a> </i> &nbsp;
The percentage of differences between automatic and manual scoring was determined, in addition to the mean difference in speech recognition threshold.  ...  The sentence correction algorithm performed at a higher accuracy than commonly obtained with these speech materials. The word correction algorithm performed better than the human operator.  ...  Acknowledgments This research was partly sponsored by Cochlear Ltd. and by the IWT (Institute for the Promotion of Innovation by Science and Technology in Flanders) project 050445.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1080/14992020802400662">doi:10.1080/14992020802400662</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/19219692">pmid:19219692</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/5sqgcqblkjahpcckzzj6ntmuqm">fatcat:5sqgcqblkjahpcckzzj6ntmuqm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170922095440/https://lirias.kuleuven.be/bitstream/123456789/206782/4/autocorr_ija.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/88/e9/88e93024b1c7e220cf5833af7690970a2b2bc122.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1080/14992020802400662"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> tandfonline.com </button> </a>

Correcting Diacritics and Typos with a ByT5 Transformer Model

Lukas Stankevičius, Mantas Lukoševičius, Jurgita Kapočiūtė-Dzikienė, Monika Briedienė, Tomas Krilavičius
<span title="2022-03-03">2022</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/smrngspzhzce7dy6ofycrfxbim" style="color: black;">Applied Sciences</a> </i> &nbsp;
Taken together, this shows the great real-world application potential of our suggested methods to more data, languages, and error classes.  ...  Restoring diacritics and correcting spelling is important for proper language use and the disambiguation of texts for both humans and downstream algorithms.  ...  These are misspellings that result in other real words. Ironically, these errors are also caused by automatic spelling correction systems [78] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/app12052636">doi:10.3390/app12052636</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/relakw7ovff63oxsudtj2oyyk4">fatcat:relakw7ovff63oxsudtj2oyyk4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220506004456/https://mdpi-res.com/d_attachment/applsci/applsci-12-02636/article_deploy/applsci-12-02636-v2.pdf?version=1646389611" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/99/5d/995d65236fe15123bd04c4e823fe7452abd8c9f7.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/app12052636"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

Syntactic methods for negation detection in radiology reports in Spanish

Viviana Cotik, Vanesa Stricker, Jorge Vivaldi, Horacio Rodriguez
<span title="">2016</span> <i title="Association for Computational Linguistics"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/mmfdumjhkjcwpg2mh5sqan4zsi" style="color: black;">Proceedings of the 15th Workshop on Biomedical Natural Language Processing</a> </i> &nbsp;
Identification of the certainty of events is an important text mining problem. In particular, biomedical texts report medical conditions or findings that might be factual, hedged or negated.  ...  Identification of negation and its scope over a term of interest determines whether a finding is reported and is a challenging task. Not much work has been performed for Spanish in this domain.  ...  Its translation to Spanish was made locally but unfortunately includes some errors, such as the order of resulting words and issues derived from ambiguity.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.18653/v1/w16-2921">doi:10.18653/v1/w16-2921</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/bionlp/CotikSVR16.html">dblp:conf/bionlp/CotikSVR16</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/2ahgkxocizf5ze2mio4lckydai">fatcat:2ahgkxocizf5ze2mio4lckydai</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180722040211/https://upcommons.upc.edu/bitstream/handle/2117/114358/Negation%20detection.pdf;jsessionid=914F8D928E3CA06B765D852E58C24285?sequence=1" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/82/a0/82a0d4cd32a689e9c32f808ab8014c86c6e054e6.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.18653/v1/w16-2921"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>
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