[HTML][HTML] Application of Entity-BERT model based on neuroscience and brain-like cognition in electronic medical record entity recognition

W Lu, J Jiang, Y Shi, X Zhong, J Gu… - Frontiers in …, 2023 - frontiersin.org
Introduction In the medical field, electronic medical records contain a large amount of textual
information, and the unstructured nature of this information makes data extraction and …

[HTML][HTML] Exploring the Latest Highlights in Medical Natural Language Processing across Multiple Languages: A Survey

A Shaitarova, J Zaghir, A Lavelli… - Yearbook of medical …, 2023 - thieme-connect.com
Objectives: This survey aims to provide an overview of the current state of biomedical and
clinical Natural Language Processing (NLP) research and practice in Languages other than …

Using BERT models for breast cancer diagnosis from Turkish radiology reports

P Uskaner Hepsağ, SA Özel, K Dalcı… - Language Resources and …, 2023 - Springer
Diagnostic radiology is concerned with obtaining images of the internal organs using
radiological imaging procedures. These images are then interpreted by a diagnostic …

Hiner: A large hindi named entity recognition dataset

R Murthy, P Bhattacharjee, R Sharnagat… - arXiv preprint arXiv …, 2022 - arxiv.org
Named Entity Recognition (NER) is a foundational NLP task that aims to provide class labels
like Person, Location, Organisation, Time, and Number to words in free text. Named Entities …

[HTML][HTML] Cross-lingual sentiment analysis of official EU Slavic languages

G Pandurang Thakkar - 2022 - repozitorij.ffzg.unizg.hr
Sažetak “Opinion analysis, also called opinion recognition, is a field of research that
analyses people's opinions, attitudes, evaluations, and feelings toward entities and their …

Detecting Personal Identifiable Information in Swedish Learner Essays

MI Szawerna, S Dobnik, RM Sánchez… - Proceedings of the …, 2024 - aclanthology.org
Linguistic data can—and often does—contain PII (Personal Identifiable Information). Both
from a legal and ethical standpoint, the sharing of such data is not permissible. According to …

Data Augmentation: Enhancing Named Entity Recognition Performance on Swedish Medical Texts

L Rosvall, N Paasonen - 2023 - gupea.ub.gu.se
Named Entity Recognition (NER) refers to the task of locating relevant information within text
sequences. Within the medical domain, it can benefit applications such as de-identifying …

[PDF][PDF] Cross-lingual sentiment analysis of official EU Slavic languages

GP Thakkar - 2022 - repozitorij.ffzg.unizg.hr
Human beings are very natural at giving opinions. The phenomenon is so natural to humans
that its effect can be seen in written and spoken texts in a variety of formal and informal …

De-identification of Swedish medical chat messages with transformers

D Arvidsson, W Gerle - 2022 - odr.chalmers.se
Healthcare in Sweden is becoming more digital and even though new technology could
enable improved healthcare it also presents risks. In this thesis, which is conducted together …

Automatic Classification of Conditions for Grants in Appropriation Directions of Government Agencies

E Wallerö - 2022 - diva-portal.org
This study explores the possibilities of classifying language as governing or not. The ground
premise is to examine how detecting and quantifying governing conditions from thousands …