User profiles for Maksim Belousov
Maksim BelousovSchool of Computer Science, University of Manchester Verified email at manchester.ac.uk Cited by 411 |
[HTML][HTML] # WhyWeTweetMH: understanding why people use Twitter to discuss mental health problems
Background Use of the social media website Twitter is highly prevalent and has led to a
plethora of Web-based social and health-related data available for use by researchers. As such, …
plethora of Web-based social and health-related data available for use by researchers. As such, …
Data and systems for medication-related text classification and concept normalization from Twitter: insights from the Social Media Mining for Health (SMM4H)-2017 …
A Sarker, M Belousov, J Friedrichs… - Journal of the …, 2018 - academic.oup.com
Objective We executed the Social Media Mining for Health (SMM4H) 2017 shared tasks to
enable the community-driven development and large-scale evaluation of automatic text …
enable the community-driven development and large-scale evaluation of automatic text …
[PDF][PDF] The sphere of values and meaning of a person and its role in professional formation and development
…, GS Goloshumova, MV Belousov… - Journal of …, 2020 - scholar.archive.org
The current stage of development of Russian society is characterized by rather intense and
serious socio-economic, industrial, legal and spiritual-moral changes. These changes, due to …
serious socio-economic, industrial, legal and spiritual-moral changes. These changes, due to …
[HTML][HTML] Extracting drug names and associated attributes from discharge summaries: text mining study
Background: Drug prescriptions are often recorded in free-text clinical narratives; making this
information available in a structured form is important to support many health-related tasks. …
information available in a structured form is important to support many health-related tasks. …
[HTML][HTML] Frequent discussion of insomnia and weight gain with glucocorticoid therapy: an analysis of Twitter posts
In recent years, social media websites have been suggested as a novel, vast source of data
which may be useful for deriving drug safety information. Despite this, there are few …
which may be useful for deriving drug safety information. Despite this, there are few …
[PDF][PDF] Using an Ensemble of Linear and Deep Learning Models in the SMM4H 2017 Medical Concept Normalisation Task.
M Belousov, WG Dixon… - SMM4H@ AMIA, 2017 - healthlanguageprocessing.org
This paper describes a medical concept normalisation system developed for the 2nd Social
Media Mining for Health Applications Shared Task 3. The proposed system contains three …
Media Mining for Health Applications Shared Task 3. The proposed system contains three …
Extracting adverse drug reactions and their context using sequence labelling ensembles in TAC2017
Adverse drug reactions (ADRs) are unwanted or harmful effects experienced after the
administration of a certain drug or a combination of drugs, presenting a challenge for drug …
administration of a certain drug or a combination of drugs, presenting a challenge for drug …
Patient discussions of glucocorticoid-related side effects within an online health community forum
A Vivekanantham, M Belousov, L Hassan… - Annals of the …, 2020 - ard.bmj.com
Increasing numbers of patients are sharing their health-related experiences online in forums,
or on social media websites, such as Twitter and Facebook. This largely untapped source …
or on social media websites, such as Twitter and Facebook. This largely untapped source …
Mednorm: A corpus and embeddings for cross-terminology medical concept normalisation
The medical concept normalisation task aims to map textual descriptions to standard
terminologies such as SNOMED-CT or MedDRA. Existing publicly available datasets annotated …
terminologies such as SNOMED-CT or MedDRA. Existing publicly available datasets annotated …
P051 Development and evaluation of a text-analytics algorithm for automated application of the BSR COVID-19 shielding criteria in rheumatology patients
M Jani, G Alfattni, M Belousov, Y Zhang… - …, 2023 - academic.oup.com
ii46 POSTERS Page 1 physiotherapist and nurse. This innovation has expanded a traditionally
medical pathway to an MDT model utilising value-adding nonmedical expertise in …
medical pathway to an MDT model utilising value-adding nonmedical expertise in …