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1
Deep Sentiment Classification and Topic Discovery on Novel Coronavirus or COVID-19 Online Discussions: NLP Using LSTM Recurrent Neural Network Approach
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Deep Sentiment Classification and Topic Discovery on Novel Coronavirus or COVID-19 Online Discussions: NLP Using LSTM Recurrent Neural Network Approach

IEEE journal of biomedical and health informatics, 2020-10, Vol.24 (10), p.2733 [Peer Reviewed Journal]

EISSN: 2168-2208 ;DOI: 10.1109/JBHI.2020.3001216 ;PMID: 32750931

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2
A comparison of word embeddings for the biomedical natural language processing
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A comparison of word embeddings for the biomedical natural language processing

Journal of biomedical informatics, 2018-11, Vol.87, p.12 [Peer Reviewed Journal]

Copyright © 2018 Elsevier Inc. All rights reserved. ;EISSN: 1532-0480 ;DOI: 10.1016/j.jbi.2018.09.008 ;PMID: 30217670

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3
Pharmacovigilance from social media: mining adverse drug reaction mentions using sequence labeling with word embedding cluster features
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Pharmacovigilance from social media: mining adverse drug reaction mentions using sequence labeling with word embedding cluster features

Journal of the American Medical Informatics Association : JAMIA, 2015-05, Vol.22 (3), p.671-681 [Peer Reviewed Journal]

The Author 2015. Published by Oxford University Press on behalf of the American Medical Informatics Association. 2015 ;The Author 2015. Published by Oxford University Press on behalf of the American Medical Informatics Association. ;ISSN: 1067-5027 ;EISSN: 1527-974X ;DOI: 10.1093/jamia/ocu041 ;PMID: 25755127

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4
A hierarchy of linguistic predictions during natural language comprehension
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A hierarchy of linguistic predictions during natural language comprehension

Proceedings of the National Academy of Sciences - PNAS, 2022-08, Vol.119 (32), p.e2201968119-e2201968119 [Peer Reviewed Journal]

Copyright National Academy of Sciences Aug 9, 2022 ;Copyright © 2022 the Author(s). Published by PNAS. 2022 ;ISSN: 0027-8424 ;EISSN: 1091-6490 ;DOI: 10.1073/pnas.2201968119 ;PMID: 35921434

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5
Semantic Similarity and Relatedness between Clinical Terms: An Experimental Study
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Semantic Similarity and Relatedness between Clinical Terms: An Experimental Study

AMIA ... Annual Symposium proceedings, 2010-11, Vol.2010, p.572-576 [Peer Reviewed Journal]

2010 AMIA - All rights reserved. 2010 ;EISSN: 1942-597X ;PMID: 21347043

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6
An overview of the BIOASQ large-scale biomedical semantic indexing and question answering competition
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An overview of the BIOASQ large-scale biomedical semantic indexing and question answering competition

BMC bioinformatics, 2015-04, Vol.16 (1), p.138-138, Article 138 [Peer Reviewed Journal]

COPYRIGHT 2015 BioMed Central Ltd. ;Attribution ;Tsatsaronis et al.; licensee BioMed Central. 2015 ;ISSN: 1471-2105 ;EISSN: 1471-2105 ;DOI: 10.1186/s12859-015-0564-6 ;PMID: 25925131

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7
DKADE: a novel framework based on deep learning and knowledge graph for identifying adverse drug events and related medications
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DKADE: a novel framework based on deep learning and knowledge graph for identifying adverse drug events and related medications

Briefings in bioinformatics, 2023-07, Vol.24 (4) [Peer Reviewed Journal]

The Author(s) 2023. Published by Oxford University Press. All rights reserved. For Permissions, please email: journals.permissions@oup.com 2023 ;The Author(s) 2023. Published by Oxford University Press. All rights reserved. For Permissions, please email: journals.permissions@oup.com. ;The Author(s) 2023. Published by Oxford University Press. All rights reserved. For Permissions, please email: journals.permissions@oup.com ;ISSN: 1467-5463 ;EISSN: 1477-4054 ;DOI: 10.1093/bib/bbad228 ;PMID: 37344167

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8
Relation Extraction from Clinical Narratives Using Pre-trained Language Models
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Relation Extraction from Clinical Narratives Using Pre-trained Language Models

AMIA ... Annual Symposium proceedings, 2019, Vol.2019, p.1236-1245 [Peer Reviewed Journal]

2019 AMIA - All rights reserved. ;2019 AMIA - All rights reserved. 2019 ;EISSN: 1942-597X ;PMID: 32308921

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9
NCBI disease corpus: a resource for disease name recognition and concept normalization
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NCBI disease corpus: a resource for disease name recognition and concept normalization

Journal of biomedical informatics, 2014-02, Vol.47, p.1 [Peer Reviewed Journal]

Published by Elsevier Inc. ;EISSN: 1532-0480 ;DOI: 10.1016/j.jbi.2013.12.006 ;PMID: 24393765

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10
Clinical concept normalization with a hybrid natural language processing system combining multilevel matching and machine learning ranking
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Clinical concept normalization with a hybrid natural language processing system combining multilevel matching and machine learning ranking

Journal of the American Medical Informatics Association : JAMIA, 2020-10, Vol.27 (10), p.1576-1584 [Peer Reviewed Journal]

The Author(s) 2020. Published by Oxford University Press on behalf of the American Medical Informatics Association. All rights reserved. For permissions, please email: journals.permissions@oup.com 2020 ;The Author(s) 2020. Published by Oxford University Press on behalf of the American Medical Informatics Association. All rights reserved. For permissions, please email: journals.permissions@oup.com. ;ISSN: 1067-5027 ;EISSN: 1527-974X ;DOI: 10.1093/jamia/ocaa155 ;PMID: 33029642

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11
Using clinical Natural Language Processing for health outcomes research: Overview and actionable suggestions for future advances
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Using clinical Natural Language Processing for health outcomes research: Overview and actionable suggestions for future advances

Journal of biomedical informatics, 2018-12, Vol.88, p.11 [Peer Reviewed Journal]

Copyright © 2018 The Authors. Published by Elsevier Inc. All rights reserved. ;EISSN: 1532-0480 ;DOI: 10.1016/j.jbi.2018.10.005 ;PMID: 30368002

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12
Learning the language of viral evolution and escape
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Learning the language of viral evolution and escape

Science (American Association for the Advancement of Science), 2021-01, Vol.371 (6526), p.284-288 [Peer Reviewed Journal]

Copyright © 2021 The Authors, some rights reserved; exclusive licensee American Association for the Advancement of Science. No claim to original U.S. Government Works. ;Copyright © 2021 The Authors, some rights reserved; exclusive licensee American Association for the Advancement of Science. No claim to original U.S. Government Works ;ISSN: 0036-8075 ;EISSN: 1095-9203 ;DOI: 10.1126/science.abd7331 ;PMID: 33446556

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13
Machine Learning and Natural Language Processing in Mental Health: Systematic Review
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Machine Learning and Natural Language Processing in Mental Health: Systematic Review

Journal of medical Internet research, 2021-05, Vol.23 (5), p.e15708-e15708 [Peer Reviewed Journal]

Aziliz Le Glaz, Yannis Haralambous, Deok-Hee Kim-Dufor, Philippe Lenca, Romain Billot, Taylor C Ryan, Jonathan Marsh, Jordan DeVylder, Michel Walter, Sofian Berrouiguet, Christophe Lemey. Originally published in the Journal of Medical Internet Research (https://www.jmir.org), 04.05.2021. ;2021. This work is licensed under https://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;Attribution ;Aziliz Le Glaz, Yannis Haralambous, Deok-Hee Kim-Dufor, Philippe Lenca, Romain Billot, Taylor C Ryan, Jonathan Marsh, Jordan DeVylder, Michel Walter, Sofian Berrouiguet, Christophe Lemey. Originally published in the Journal of Medical Internet Research (https://www.jmir.org), 04.05.2021. 2021 ;ISSN: 1438-8871 ;ISSN: 1439-4456 ;EISSN: 1438-8871 ;DOI: 10.2196/15708 ;PMID: 33944788

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14
Word2vec convolutional neural networks for classification of news articles and tweets
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Word2vec convolutional neural networks for classification of news articles and tweets

PloS one, 2019-08, Vol.14 (8), p.e0220976-e0220976 [Peer Reviewed Journal]

COPYRIGHT 2019 Public Library of Science ;COPYRIGHT 2019 Public Library of Science ;2019 Jang et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;2019 Jang et al 2019 Jang et al ;ISSN: 1932-6203 ;EISSN: 1932-6203 ;DOI: 10.1371/journal.pone.0220976 ;PMID: 31437181

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15
Natural Language Processing Reveals Vulnerable Mental Health Support Groups and Heightened Health Anxiety on Reddit During COVID-19: Observational Study
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Natural Language Processing Reveals Vulnerable Mental Health Support Groups and Heightened Health Anxiety on Reddit During COVID-19: Observational Study

Journal of medical Internet research, 2020-10, Vol.22 (10), p.e22635-e22635 [Peer Reviewed Journal]

Daniel M Low, Laurie Rumker, Tanya Talkar, John Torous, Guillermo Cecchi, Satrajit S Ghosh. Originally published in the Journal of Medical Internet Research (http://www.jmir.org), 12.10.2020. ;Copyright Gunther Eysenbach MD MPH, Associate Professor Oct 2020 ;Daniel M Low, Laurie Rumker, Tanya Talkar, John Torous, Guillermo Cecchi, Satrajit S Ghosh. Originally published in the Journal of Medical Internet Research (http://www.jmir.org), 12.10.2020. 2020 ;ISSN: 1438-8871 ;ISSN: 1439-4456 ;EISSN: 1438-8871 ;DOI: 10.2196/22635 ;PMID: 32936777

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16
BIOSSES: a semantic sentence similarity estimation system for the biomedical domain
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BIOSSES: a semantic sentence similarity estimation system for the biomedical domain

Bioinformatics (Oxford, England), 2017-07, Vol.33 (14), p.i49-i58 [Peer Reviewed Journal]

The Author 2017. Published by Oxford University Press. All rights reserved. For Permissions, please e-mail: journals.permissions@oup.com ;The Author 2017. Published by Oxford University Press. 2017 ;ISSN: 1367-4803 ;EISSN: 1367-4811 ;DOI: 10.1093/bioinformatics/btx238 ;PMID: 28881973

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17
Hiring women into senior leadership positions is associated with a reduction in gender stereotypes in organizational language
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Article
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Hiring women into senior leadership positions is associated with a reduction in gender stereotypes in organizational language

Proceedings of the National Academy of Sciences - PNAS, 2022-03, Vol.119 (9), p.1 [Peer Reviewed Journal]

Copyright National Academy of Sciences Mar 1, 2022 ;2022 ;ISSN: 0027-8424 ;EISSN: 1091-6490 ;DOI: 10.1073/pnas.2026443119 ;PMID: 35193971

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18
Extracting health-related causality from twitter messages using natural language processing
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Extracting health-related causality from twitter messages using natural language processing

BMC medical informatics and decision making, 2019-04, Vol.19 (Suppl 3), p.79-79, Article 79 [Peer Reviewed Journal]

COPYRIGHT 2019 BioMed Central Ltd. ;2019. This work is licensed under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;The Author(s). 2019 ;ISSN: 1472-6947 ;EISSN: 1472-6947 ;DOI: 10.1186/s12911-019-0785-0 ;PMID: 30943954

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19
Emergence of Language Related to Self-experience and Agency in Autobiographical Narratives of Individuals With Schizophrenia
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Emergence of Language Related to Self-experience and Agency in Autobiographical Narratives of Individuals With Schizophrenia

Schizophrenia bulletin, 2023-03, Vol.49 (2), p.444-453 [Peer Reviewed Journal]

The Author(s) 2022. Published by Oxford University Press on behalf of the Maryland Psychiatric Research Center. 2022 ;The Author(s) 2022. Published by Oxford University Press on behalf of the Maryland Psychiatric Research Center. ;ISSN: 0586-7614 ;EISSN: 1745-1701 ;DOI: 10.1093/schbul/sbac126 ;PMID: 36184074

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20
Natural language processing for defining linguistic features in schizophrenia: A sample from Turkish speakers
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Natural language processing for defining linguistic features in schizophrenia: A sample from Turkish speakers

Schizophrenia research, 2024-04, Vol.266, p.183 [Peer Reviewed Journal]

Copyright © 2024 Elsevier B.V. All rights reserved. ;EISSN: 1573-2509 ;DOI: 10.1016/j.schres.2024.02.026 ;PMID: 38417398

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