Hercules Dalianis
According to our database1,
Hercules Dalianis
authored at least 83 papers
between 1992 and 2023.
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Bibliography
2023
Using Membership Inference Attacks to Evaluate Privacy-Preserving Language Modeling Fails for Pseudonymizing Data.
Proceedings of the 24th Nordic Conference on Computational Linguistics, 2023
2022
Implementation of specialised attention mechanisms: ICD-10 classification of Gastrointestinal discharge summaries in English, Spanish and Swedish.
J. Biomed. Informatics, 2022
Downstream Task Performance of BERT Models Pre-Trained Using Automatically De-Identified Clinical Data.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022
Combining deep learning and fuzzy logic to predict rare ICD-10 codes from clinical notes.
Proceedings of the IEEE International Conference on Digital Health, 2022
Vocabulary Modifications for Domain-adaptive Pretraining of Clinical Language Models.
Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies, 2022
Proceedings of the 21st Workshop on Biomedical Language Processing, 2022
2021
Multi-label Diagnosis Classification of Swedish Discharge Summaries - ICD-10 Code Assignment Using KB-BERT.
Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021), 2021
Developing a Clinical Language Model for Swedish: Continued Pretraining of Generic BERT with In-Domain Data.
Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021), 2021
On the Contribution of Per-ICD Attention Mechanisms to Classify Health Records in Languages with Fewer Resources than English.
Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021), 2021
Applying and Sharing pre-trained BERT-models for Named Entity Recognition and Classification in Swedish Electronic Patient Records.
Proceedings of the 23rd Nordic Conference on Computational Linguistics, 2021
Proceedings of the 23rd Nordic Conference on Computational Linguistics, 2021
Proceedings of the 23rd Nordic Conference on Computational Linguistics, 2021
Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, 2021
Terminology Expansion with Prototype Embeddings: Extracting Symptoms of Urinary Tract Infection from Clinical Text.
Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, 2021
Are Clinical BERT Models Privacy Preserving? The Difficulty of Extracting Patient-Condition Associations.
Proceedings of the AAAI 2021 Fall Symposium on Human Partnership with Medical AI: Design, 2021
2020
Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020
Proceedings of The 12th Language Resources and Evaluation Conference, 2020
Detecting Adverse Drug Events from Swedish Electronic Health Records using Text Mining.
Proceedings of the LREC 2020 Workshop on Multilingual Biomedical Text Processing, 2020
Deep Learning from Heterogeneous Sequences of Sparse Medical Data for Early Prediction of Sepsis.
Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2020), 2020
The Impact of De-identification on Downstream Named Entity Recognition in Clinical Text.
Proceedings of the 11th International Workshop on Health Text Mining and Information Analysis, 2020
2019
Building a De-identification System for Real Swedish Clinical Text Using Pseudonymised Clinical Text.
Proceedings of the Tenth International Workshop on Health Text Mining and Information Analysis LOUHI@EMNLP 2019, 2019
2018
Detecting hospital-acquired infections: A document classification approach using support vector machines and gradient tree boosting.
Health Informatics J., 2018
Clinical Natural Language Processing in languages other than English: opportunities and challenges.
J. Biomed. Semant., 2018
Springer, ISBN: 978-3-319-78502-8, 2018
2017
Semi-supervised medical entity recognition: A study on Spanish and Swedish clinical corpora.
J. Biomed. Informatics, 2017
Proceedings of the International Conference Recent Advances in Natural Language Processing, 2017
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017
2016
Ensembles of randomized trees using diverse distributed representations of clinical events.
BMC Medical Informatics Decis. Mak., 2016
Proceedings of the 20th Pan-Hellenic Conference on Informatics, 2016
Proceedings of the 32nd IEEE International Conference on Data Engineering Workshops, 2016
Applying deep learning on electronic health records in Swedish to predict healthcare-associated infections.
Proceedings of the 15th Workshop on Biomedical Natural Language Processing, 2016
2015
BMC Medical Informatics Decis. Mak., 2015
Identifying adverse drug event information in clinical notes with distributional semantic representations of context.
J. Biomed. Informatics, 2015
Modeling heterogeneous clinical sequence data in semantic space for adverse drug event detection.
Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015
Exploration of Known and Unknown Early Symptoms of Cervical Cancer and Development of a Symptom Spectrum - Outline of a Data and Text Mining Based Approach.
Proceedings of the CAiSE-2015 Industry Track co-located with 27th Conference on Advanced Information Systems Engineering (CAiSE 2015), 2015
Proceedings of the CAiSE-2015 Industry Track co-located with 27th Conference on Advanced Information Systems Engineering (CAiSE 2015), 2015
Modeling electronic health records in ensembles of semantic spaces for adverse drug event detection.
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015
Finding Cervical Cancer Symptoms in Swedish Clinical Text using a Machine Learning Approach and NegEx.
Proceedings of the AMIA 2015, 2015
Creating a rule based system for text mining of Norwegian breast cancer pathology reports.
Proceedings of the Sixth International Workshop on Health Text Mining and Information Analysis, 2015
Adverse Drug Event classification of health records using dictionary based pre-processing and machine learning.
Proceedings of the Sixth International Workshop on Health Text Mining and Information Analysis, 2015
2014
Automatic recognition of disorders, findings, pharmaceuticals and body structures from clinical text: An annotation and machine learning study.
J. Biomed. Informatics, 2014
Cue-based assertion classification for Swedish clinical text - Developing a lexicon for pyConTextSwe.
Artif. Intell. Medicine, 2014
Proceedings of the Professional Search in the Modern World, 2014
Generating features for named entity recognition by learning prototypes in semantic space: The case of de-identifying health records.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014
Proceedings of the AMIA 2014, 2014
2013
Negation Scope Delimitation in Clinical Text Using Three Approaches: NegEx; PyConTextNLP and SynNeg.
Proceedings of the 19th Nordic Conference of Computational Linguistics, 2013
Automatic Clinical Text De-Identification: Is It Worth It, and Could It Work for Me?
Proceedings of the MEDINFO 2013, 2013
Using Text Prediction for Facilitating Input and Improving Readability of Clinical Text.
Proceedings of the MEDINFO 2013, 2013
2012
Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012
Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012
2011
J. Biomed. Semant., 2011
Characteristics of Finnish and Swedish intensive care nursing narratives: a comparative analysis to support the development of clinical language technologies.
J. Biomed. Semant., 2011
Proceedings of the User Centered Networked Health Care - Proceedings of MIE 2011, 2011
Proceedings of the Human-Computer Interaction, Tourism and Cultural Heritage, 2011
Comparing Manual Text Patterns and Machine Learning for Classification of E-Mails for Automatic Answering by a Government Agency.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2011
2010
De-identifying Swedish clinical text - refinement of a gold standard and experiments with Conditional random fields.
J. Biomed. Semant., 2010
Clustering E-Mails for the Swedish Social Insurance Agency - What Part of the E-Mail Thread Gives the Best Quality?
Proceedings of the Advances in Natural Language Processing, 2010
Creating a Reusable English-Chinese Parallel Corpus for Bilingual Dictionary Construction.
Proceedings of the International Conference on Language Resources and Evaluation, 2010
How Certain are Clinical Assessments? Annotating Swedish Clinical Text for (Un)certainties, Speculations and Negations.
Proceedings of the International Conference on Language Resources and Evaluation, 2010
Influence of Module Order on Rule-Based De-identification of Personal Names in Electronic Patient Records Written in Swedish.
Proceedings of the International Conference on Language Resources and Evaluation, 2010
Proceedings of the Fourteenth Conference on Computational Natural Language Learning: Shared Task, 2010
Creating and evaluating a consensus for negated and speculative words in a Swedish clinical corpus.
Proceedings of the Workshop on Negation and Speculation in Natural Language Processing, 2010
Characteristics and Analysis of Finnish and Swedish Clinical Intensive Care Nursing Narratives.
Proceedings of the Second Louhi Workshop on Text and Data Mining of Health Documents, 2010
2009
Developing a standard for de-identifying electronic patient records written in Swedish: Precision, recall and F-measure in a manual and computerized annotation trial.
Int. J. Medical Informatics, 2009
Proceedings of the Recent Advances in Natural Language Processing, 2009
Using Uplug and SiteSeeker to construct a cross language search engine for Scandinavian languages.
Proceedings of the 17th Nordic Conference of Computational Linguistics, 2009
Proceedings of the 4th Mediterranean Conference on Information Systems, 2009
Automatic training of lemmatization rules that handle morphological changes in pre-, in- and suffixes alike.
Proceedings of the ACL 2009, 2009
Is De-identification of Electronic Health Records Possible? OR Can We Use Health Record Corpora for Research?
Proceedings of the Virtual Healthcare Interaction, 2009
2008
Experiments to Investigate the Connection between Case Distribution and Topical Relevance of Search Terms in an Information Retrieval Setting.
Proceedings of the International Conference on Language Resources and Evaluation, 2008
2006
Hand-crafted versus Machine-learned Inflectional Rules: The Euroling-SiteSeeker Stemmer and CST's Lemmatiser.
Proceedings of the Fifth International Conference on Language Resources and Evaluation, 2006
2005
Proceedings of the 15th Nordic Conference of Computational Linguistics, 2005
2002
Proceedings of the Natural Language Processing and Information Systems, 2002
2001
Proceedings of the 13th Nordic Conference of Computational Linguistics, 2001
1997
Proceedings of the Conceptual Modeling, 1997
1996
Proceedings of the Eighth International Natural Language Generation Workshop, 1996
1995
Aggregation, Formal Specification and Natural Language Generation.
Proceedings of the First International Workshop on Applications of Natural Language to Data Bases, 1995
Aggregation in the NL-generator of the Visual and Natural language Specification Tool.
Proceedings of the EACL 1995, 1995
1993
Proceedings of the Trends in Natural Language Generation, 1993
1992
Proceedings of the Advanced Information Systems Engineering, 1992