フォロー
Zulfat Miftahutdinov
Zulfat Miftahutdinov
Senior NLP researcher, Insilico Medicine/KFU
確認したメール アドレス: kpfu.ru
タイトル
引用先
引用先
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
1012018
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
782021
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
712020
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
592021
Deep neural models for medical concept normalization in user-generated texts
Z Miftahutdinov, E Tutubalina
arXiv preprint arXiv:1907.07972, 2019
582019
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
512017
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
452021
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
392019
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
332020
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
332017
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
302020
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
292017
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
272021
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
242021
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
152020
nach0: Multimodal natural and chemical languages foundation model
M Livne, Z Miftahutdinov, E Tutubalina, M Kuznetsov, D Polykovskiy, ...
Chemical Science 15 (22), 8380-8389, 2024
122024
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
102022
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
92021
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
82018
RuCCoN: clinical concept normalization in Russian
A Nesterov, G Zubkova, Z Miftahutdinov, V Kokh, E Tutubalina, ...
Findings of the Association for Computational Linguistics: ACL 2022, 239-245, 2022
62022
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