Abeed Sarker

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Soavtorji

Graciela Gonzalez-HernandezDep. of Computational Biomedicine, Cedars-Sinai Medical CenterPreverjeni e-poštni naslov na cshs.org
Mohammed Ali Al-GaradiResearch Assistant Professor, Vanderbilt UniversityPreverjeni e-poštni naslov na vumc.org
Azadeh NikfarjamStanford UniversityPreverjeni e-poštni naslov na stanford.edu
Davy WeissenbacherResearch Data Scientist at Cedars-SinaiPreverjeni e-poštni naslov na cshs.org
Ari Z. KleinUniversity of PennsylvaniaPreverjeni e-poštni naslov na pennmedicine.upenn.edu
Diego MollaMacquarie UniversityPreverjeni e-poštni naslov na mq.edu.au
Cecile ParisChief Research Scientist, CSIRO Data61, AustraliaPreverjeni e-poštni naslov na csiro.au
Michael J. PaulUniversity of Colorado BoulderPreverjeni e-poštni naslov na colorado.edu
Imon BanerjeeMayo Clinic, AZPreverjeni e-poštni naslov na mayo.edu
Sophia AnaniadouProfessor, Computer Science, Manchester University, National Centre for Text MiningPreverjeni e-poštni naslov na manchester.ac.uk
John BrownsteinHarvard Medical SchoolPreverjeni e-poštni naslov na harvard.edu
Guergana SavovaPatricia F. Brennan Professor, HarvardPreverjeni e-poštni naslov na childrens.harvard.edu
Saif M. MohammadPrincipal Research Scientist (NLP,Computational Affective Science), National Research Council CanadaPreverjeni e-poštni naslov na nrc-cnrc.gc.ca
Berry de BruijnNational Research CouncilPreverjeni e-poštni naslov na nrc-cnrc.gc.ca
Filip GinterUniversity of TurkuPreverjeni e-poštni naslov na utu.fi
Hannah LF Cooper, Hannah L Cooper...Behavioral Sciences and Health EducationPreverjeni e-poštni naslov na emory.edu
Yunyu XiaoWeill Cornell Medicine | NewYork-Presbyterian. Department of Population Health Sciences | HealthPreverjeni e-poštni naslov na med.cornell.edu
Greg MartinProfessor of Medicine, Emory University; Past-President, SCCMPreverjeni e-poštni naslov na emory.edu
Nigel CollierProfessor of Natural Language Processing, University of CambridgePreverjeni e-poštni naslov na cam.ac.uk

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Abeed Sarker

Emory University School of Medicine

Preverjeni e-poštni naslov na dbmi.emory.edu - Domača stran

Natural Language Processing Biomedical Informatics Health Data Science Applied Machine Learning


Naslov Razvrsti po navedbah Razvrsti po letniku Razvrsti po naslovu	Navedeno Navedeno	Leto
Pharmacovigilance from social media: mining adverse drug reaction mentions using sequence labeling with word embedding cluster features A Nikfarjam, A Sarker, K O’connor, R Ginn, G Gonzalez Journal of the American Medical Informatics Association 22 (3), 671-681, 2015	673	2015
Utilizing social media data for pharmacovigilance: a review A Sarker, R Ginn, A Nikfarjam, K O’Connor, K Smith, S Jayaraman, ... Journal of biomedical informatics 54, 202-212, 2015	624	2015
Portable automatic text classification for adverse drug reaction detection via multi-corpus training A Sarker, G Gonzalez Journal of biomedical informatics 53, 196-207, 2015	462	2015
Social media mining for toxicovigilance: automatic monitoring of prescription medication abuse from Twitter A Sarker, K O’connor, R Ginn, M Scotch, K Smith, D Malone, G Gonzalez Drug safety 39, 231-240, 2016	247	2016
Analysis of the effect of sentiment analysis on extracting adverse drug reactions from tweets and forum posts I Korkontzelos, A Nikfarjam, M Shardlow, A Sarker, S Ananiadou, ... Journal of biomedical informatics 62, 148-158, 2016	212	2016
Pharmacovigilance on twitter? Mining tweets for adverse drug reactions K O’Connor, P Pimpalkhute, A Nikfarjam, R Ginn, A Sarker, K Smith, ... AMIA annual symposium proceedings 2014, 924, 2014	183	2014
Social media mining for public health monitoring and surveillance MJ Paul, A Sarker, JS Brownstein, A Nikfarjam, M Scotch, KL Smith, ... Biocomputing 2016: Proceedings of the Pacific symposium, 468-479, 2016	177	2016
Mining Twitter for adverse drug reaction mentions: a corpus and classification benchmark R Ginn, P Pimpalkhute, A Nikfarjam, A Patki, K O’Connor, A Sarker, ... Proceedings of the fourth workshop on building and evaluating resources for …, 2014	174	2014
Self-reported COVID-19 symptoms on Twitter: an analysis and a research resource A Sarker, S Lakamana, W Hogg-Bremer, A Xie, MA Al-Garadi, YC Yang Journal of the American Medical Informatics Association 27 (8), 1310-1315, 2020	171	2020
Capturing the patient’s perspective: a review of advances in natural language processing of health-related text G Gonzalez-Hernandez, A Sarker, K O’Connor, G Savova Yearbook of medical informatics 26 (01), 214-227, 2017	142	2017
Overview of the fourth social media mining for health (SMM4H) shared tasks at ACL 2019 D Weissenbacher, A Sarker, A Magge, A Daughton, K O’Connor, M Paul, ... Proceedings of the fourth social media mining for health applications …, 2019	120	2019
Data and systems for medication-related text classification and concept normalization from Twitter: insights from the Social Media Mining for Health (SMM4H)-2017 shared task A Sarker, M Belousov, J Friedrichs, K Hakala, S Kiritchenko, F Mehryary, ... Journal of the American Medical Informatics Association 25 (10), 1274-1283, 2018	102	2018
Machine Learning and Natural Language Processing for Geolocation-Centric Monitoring and Characterization of Opioid-Related Social Media Chatter A Sarker, G Gonzalez-Hernandez, Y Ruan, J Perrone JAMA Network Open 2 (11), e1914672, 2019	95	2019
Text Classification Models for the Automatic Detection of Nonmedical Prescription Medication Use from Social Media M Ali Al-Garadi, Y Yang, H Cai, Y Ruan, K O'Connor, ...	92	2021
Overview of the third social media mining for health (SMM4H) shared tasks at EMNLP 2018 D Weissenbacher, A Sarker, M Paul, G Gonzalez Proceedings of the 2018 EMNLP workshop SMM4H: the 3rd social media mining …, 2018	92	2018
Overview of the sixth social media mining for health applications (# SMM4H) shared tasks at NAACL 2021 A Magge, A Klein, A Miranda-Escalada, MA Al-Garadi, I Alimova, ... Proceedings of the sixth social media mining for health (# SMM4H) workshop …, 2021	84	2021
Mining adverse drug reaction signals from social media: going beyond extraction A Patki, A Sarker, P Pimpalkhute, A Nikfarjam, R Ginn, K O’Connor, ... Proceedings of BioLinkSig 2014, 1-8, 2014	82	2014
Few-shot learning for medical text: A review of advances, trends, and opportunities Y Ge, Y Guo, S Das, MA Al-Garadi, A Sarker Journal of Biomedical Informatics 144, 104458, 2023	79*	2023
Overview of the fifth social media mining for health applications (# smm4h) shared tasks at coling 2020 A Klein, I Alimova, I Flores, A Magge, Z Miftahutdinov, AL Minard, ... Proceedings of the fifth social media mining for health applications …, 2020	75	2020
Social media mining shared task workshop A Sarker, A Nikfarjam, G Gonzalez Biocomputing 2016: Proceedings of the Pacific Symposium, 581-592, 2016	69	2016

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