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Zulfat Miftahutdinov
Zulfat Miftahutdinov
Senior NLP researcher, Insilico Medicine/KFU
Verified email at kpfu.ru
Title
Cited by
Cited by
Year
Medical concept normalization in social media posts with recurrent neural networks
E Tutubalina, Z Miftahutdinov, S Nikolenko, V Malykh
Journal of biomedical informatics 84, 93-102, 2018
902018
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
622021
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
602020
Identifying disease-related expressions in reviews using conditional random fields
MZ Sh, EV Tutubalina, AE Tropsha
Computational Linguistics and Intellectual Technologies 1 (16), 155-166, 2017
492017
Deep neural models for medical concept normalization in user-generated texts
Z Miftahutdinov, E Tutubalina
arXiv preprint arXiv:1907.07972, 2019
452019
DeepADEMiner: a deep learning pharmacovigilance pipeline for extraction and normalization of adverse drug event mentions on Twitter
A Magge, E Tutubalina, Z Miftahutdinov, I Alimova, A Dirkson, S Verberne, ...
Journal of the American Medical Informatics Association 28 (10), 2184-2192, 2021
382021
KFU NLP team at SMM4H 2019 tasks: Want to extract adverse drugs reactions from tweets? BERT to the rescue
Z Miftahutdinov, I Alimova, E Tutubalina
Proceedings of the fourth social media mining for health applications, 2019
362019
The Russian Drug Reaction Corpus and neural models for drug reactions and effectiveness detection in user reviews
E Tutubalina, I Alimova, Z Miftahutdinov, A Sakhovskiy, V Malykh, ...
Bioinformatics 37 (2), 243-249, 2021
342021
KFU at CLEF eHealth 2017 Task 1: ICD-10 Coding of English Death Certificates with Recurrent Neural Networks.
Z Miftahutdinov, E Tutubalina
CLEF (Working Notes), 2017
322017
On biomedical named entity recognition: experiments in interlingual transfer for clinical and social media texts
Z Miftahutdinov, I Alimova, E Tutubalina
European Conference on Information Retrieval, 281-288, 2020
272020
Fair evaluation in concept normalization: a large-scale comparative analysis for BERT-based models
E Tutubalina, A Kadurin, Z Miftahutdinov
Proceedings of the 28th International conference on computational, 2020
252020
Using semantic analysis of texts for the identification of drugs with similar therapeutic effects
EV Tutubalina, ZS Miftahutdinov, RI Nugmanov, TI Madzhidov, ...
Russian Chemical Bulletin 66, 2180-2189, 2017
242017
Medical concept normalization in clinical trials with drug and disease representation learning
Z Miftahutdinov, A Kadurin, R Kudrin, E Tutubalina
Bioinformatics 37 (21), 3856-3864, 2021
192021
KFU NLP team at SMM4H 2021 tasks: Cross-lingual and cross-modal BERT-based models for adverse drug effects
A Sakhovskiy, Z Miftahutdinov, E Tutubalina
Proceedings of the Sixth Social Media Mining for Health (# SMM4H) Workshop, 2021
142021
Kfu nlp team at smm4h 2020 tasks: Cross-lingual transfer learning with pretrained language models for drug reactions
Z Miftahutdinov, A Sakhovskiy, E Tutubalina
Proceedings of the Fifth Social Media Mining for Health Applications, 2020
112020
Medical crossing: a cross-lingual evaluation of clinical entity linking
A Alekseev, Z Miftahutdinov, E Tutubalina, A Shelmanov, V Ivanov, ...
Proceedings of the thirteenth language resources and evaluation conference, 2022
72022
Drug and disease interpretation learning with biomedical entity representation transformer
Z Miftahutdinov, A Kadurin, R Kudrin, E Tutubalina
European Conference on Information Retrieval, 451-466, 2021
72021
Deep learning for ICD coding: Looking for medical concepts in clinical documents in English and in French
Z Miftahutdinov, E Tutubalina
Experimental IR Meets Multilinguality, Multimodality, and Interaction: 9th, 2018
62018
An encoder-decoder model for icd-10 coding of death certificates
E Tutubalina, Z Miftahutdinov
arXiv preprint arXiv:1712.01213, 2017
52017
End-to-end deep framework for disease named entity recognition using social media data
Z Miftahutdinov, E Tutubalina
2017 IEEE 30th Neumann Colloquium (NC), 000047-000052, 2017
52017
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