A Method for Validating a Conceptual Model by Natural Language Discourse Generation. - Hercules Dalianis (CAiSE, 1992)

Aggregation in Natural Language Generation. - Hercules Dalianis; Eduard H. Hovy (EWNLG, 1993)

Aggregation in the NL-generator of the Visual and Natural language Specification Tool. - Hercules Dalianis (EACL, 1995)

Aggregation, Formal Specification and Natural Language Generation. - Hercules Dalianis (NLDB, 1995)

On Lexical Aggregation and Ordering. - Hercules Dalianis; Eduard H. Hovy (INLG, 1996)

Explaining Conceptual Models - An Architecture and Design Principles. - Hercules Dalianis; Paul Johannesson (ER, 1997)

Improving Precision in Information Retrieval for Swedish using Stemming. - Johan Carlberger; Hercules Dalianis; Martin Duneld; Ola Knutsson (NODALIDA, 2001)

Evaluating a Spelling Support in a Search Engine. - Hercules Dalianis (NLDB, 2002)

Improving search engine retrieval using a compound splitter for Swedish. - Hercules Dalianis (NODALIDA, 2005)

Hand-crafted versus Machine-learned Inflectional Rules: The Euroling-SiteSeeker Stemmer and CST's Lemmatiser. - Hercules Dalianis; Bart Jongejan (LREC, 2006)

Experiments to Investigate the Connection between Case Distribution and Topical Relevance of Search Terms in an Information Retrieval Setting. - Jussi Karlgren; Hercules Dalianis; Bart Jongejan (LREC, 2008)

Is De-identification of Electronic Health Records Possible? OR Can We Use Health Record Corpora for Research? - Hercules Dalianis; Gunnar H. Nilsson; Sumithra Velupillai (AAAI Fall Symposium: Virtual Healthcare Interaction, 2009)

Automatic training of lemmatization rules that handle morphological changes in pre-, in- and suffixes alike. - Bart Jongejan; Hercules Dalianis (ACL/IJCNLP, 2009)

Data Migration Between Web Content Management Systems. - Theodora Zarmpou; Hercules Dalianis; Maro Vlachopoulou (MCIS, 2009)

Using Uplug and SiteSeeker to construct a cross language search engine for Scandinavian languages. - Hercules Dalianis; Martin Rimka; Viggo Kann (NODALIDA, 2009)

Identification of Parallel Text Pairs Using Fingerprints. - Martin Hassel; Hercules Dalianis (RANLP, 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. - Sumithra Velupillai; Hercules Dalianis; Martin Hassel; Gunnar H. Nilsson (Int. J. Medical Informatics, 2009)

Characteristics and Analysis of Finnish and Swedish Clinical Intensive Care Nursing Narratives. - Helen Allvin; Elin Carlsson; Hercules Dalianis; Riitta Danielsson-Ojala; Vidas Daudaravicius; Martin Hassel; Dimitrios Kokkinakis; Heljä Lundgrén-Laine; Gunnar H. Nilsson; Øystein Nytrø; Sanna Salanterä; Maria Skeppstedt; et al. (Louhi@NAACL-HLT, 2010)

Creating and evaluating a consensus for negated and speculative words in a Swedish clinical corpus. - Hercules Dalianis; Maria Skeppstedt (NeSp-NLP@ACL, 2010)

Uncertainty Detection as Approximate Max-Margin Sequence Labelling. - Oscar Täckström; Sumithra Velupillai; Martin Hassel; Gunnar Eriksson; Hercules Dalianis; Jussi Karlgren (CoNLL Shared Task, 2010)

Influence of Module Order on Rule-Based De-identification of Personal Names in Electronic Patient Records Written in Swedish. - Elin Carlsson; Hercules Dalianis (LREC, 2010)

How Certain are Clinical Assessments? Annotating Swedish Clinical Text for (Un)certainties, Speculations and Negations. - Hercules Dalianis; Sumithra Velupillai (LREC, 2010)

Creating a Reusable English-Chinese Parallel Corpus for Bilingual Dictionary Construction. - Hercules Dalianis; Hao-chun Xing; Xin Zhang (LREC, 2010)

Clustering E-Mails for the Swedish Social Insurance Agency - What Part of the E-Mail Thread Gives the Best Quality? - Hercules Dalianis; Magnus Rosell; Eriks Sneiders (IceTAL, 2010)

De-identifying Swedish clinical text - refinement of a gold standard and experiments with Conditional random fields. - Hercules Dalianis; Sumithra Velupillai (J. Biomed. Semant., 2010)

Comparing Manual Text Patterns and Machine Learning for Classification of E-Mails for Automatic Answering by a Government Agency. - Hercules Dalianis; Jonas Sjöbergh; Eriks Sneiders (CICLing (2), 2011)

User Centered Development of Automatic E-mail Answering for the Public Sector. - Teresa Cerratto-Pargman; Ola Knutsson; E. Celikten; Eriks Sneiders; Hercules Dalianis (HCITOCH, 2011)

Factuality Levels of Diagnoses in Swedish Clinical Text. - Sumithra Velupillai; Hercules Dalianis; Maria Kvist (MIE, 2011)

Characteristics of Finnish and Swedish intensive care nursing narratives: a comparative analysis to support the development of clinical language technologies. - Helen Allvin; Elin Carlsson; Hercules Dalianis; Riitta Danielsson-Ojala; Vidas Daudaravicius; Martin Hassel; Dimitrios Kokkinakis; Heljä Lundgrén-Laine; Gunnar H. Nilsson; Øystein Nytrø; Sanna Salanterä; Maria Skeppstedt; et al. (J. Biomed. Semant., 2011)

Louhi 2010: Special issue on Text and Data Mining of Health Documents. - Hercules Dalianis; Martin Hassel; Sumithra Velupillai (J. Biomed. Semant., 2011)

Natural Language Generation from SNOMED Specifications. - Mattias Kanhov; Xuefeng Feng; Hercules Dalianis (CLEF (Online Working Notes/Labs/Workshop), 2012)

Rule-based Entity Recognition and Coverage of SNOMED CT in Swedish Clinical Text. - Maria Skeppstedt; Maria Kvist; Hercules Dalianis (LREC, 2012)

Using Text Prediction for Facilitating Input and Improving Readability of Clinical Text. - Magnus Ahltorp; Maria Skeppstedt; Hercules Dalianis; Maria Kvist (MedInfo, 2013)

Automatic Clinical Text De-Identification: Is It Worth It, and Could It Work for Me? - Stéphane M. Meystre; Hercules Dalianis; John S. Aberdeen; Bradley A. Malin (MedInfo, 2013)

Negation Scope Delimitation in Clinical Text Using Three Approaches: NegEx; PyConTextNLP and SynNeg. - Hideyuki Tanushi; Hercules Dalianis; Martin Duneld; Maria Kvist; Maria Skeppstedt; Sumithra Velupillai (NODALIDA, 2013)

Clinical Natural Language Processing in Languages Other Than English. - Aurélie Névéol; Hercules Dalianis; Guergana Savova; Pierre Zweigenbaum (AMIA, 2014)

Generating features for named entity recognition by learning prototypes in semantic space: The case of de-identifying health records. - Aron Henriksson; Hercules Dalianis; Stewart Kowalski (BIBM, 2014)

Clinical Text Retrieval - An Overview of Basic Building Blocks and Applications. - Hercules Dalianis (Professional Search in the Modern World, 2014)

Cue-based assertion classification for Swedish clinical text - Developing a lexicon for pyConTextSwe. - Sumithra Velupillai; Maria Skeppstedt; Maria Kvist; Danielle L. Mowery; Brian E. Chapman; Hercules Dalianis; Wendy W. Chapman (Artif. Intell. Medicine, 2014)

Automatic recognition of disorders, findings, pharmaceuticals and body structures from clinical text: An annotation and machine learning study. - Maria Skeppstedt; Maria Kvist; Gunnar H. Nilsson; Hercules Dalianis (J. Biomed. Informatics, 2014)

Adverse Drug Event classification of health records using dictionary based pre-processing and machine learning. - Stefanie Friedrich; Hercules Dalianis (Louhi@EMNLP, 2015)

Creating a rule based system for text mining of Norwegian breast cancer pathology reports. - Rebecka Weegar; Hercules Dalianis (Louhi@EMNLP, 2015)

Finding Cervical Cancer Symptoms in Swedish Clinical Text using a Machine Learning Approach and NegEx. - Rebecka Weegar; Maria Kvist; Karin Sundström; Søren Brunak; Hercules Dalianis (AMIA, 2015)

Modeling electronic health records in ensembles of semantic spaces for adverse drug event detection. - Aron Henriksson; Jing Zhao 017; Henrik Boström; Hercules Dalianis (BIBM, 2015)

HEALTH BANK - A Workbench for Data Science Applications in Healthcare. - Hercules Dalianis; Aron Henriksson; Maria Kvist; Sumithra Velupillai; Rebecka Weegar (CAiSE Industry Track, 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. - Claudia Ehrentratraut; Hercules Dalianis; Karin Sundström (CAiSE Industry Track, 2015)

Modeling heterogeneous clinical sequence data in semantic space for adverse drug event detection. - Aron Henriksson; Jing Zhao 017; Henrik Boström; Hercules Dalianis (DSAA, 2015)

Identifying adverse drug event information in clinical notes with distributional semantic representations of context. - Aron Henriksson; Maria Kvist; Hercules Dalianis; Martin Duneld (J. Biomed. Informatics, 2015)

Louhi 2014: Special issue on health text mining and information analysis. - Sumithra Velupillai; Martin Duneld; Aron Henriksson; Maria Kvist; Maria Skeppstedt; Hercules Dalianis (BMC Medical Informatics Decis. Mak., 2015)

Applying deep learning on electronic health records in Swedish to predict healthcare-associated infections. - Olof Jacobson; Hercules Dalianis (BioNLP@ACL, 2016)

Pathology text mining - on Norwegian prostate cancer reports. - Anders Dahl; Atilla Ozkan; Hercules Dalianis (ICDE Workshops, 2016)

Development and Enhancement of a Stemmer for the Greek Language. - Georgios Ntais; Spyridon Saroukos; Eleni Berki; Hercules Dalianis (PCI, 2016)

Ensembles of randomized trees using diverse distributed representations of clinical events. - Aron Henriksson; Jing Zhao 017; Hercules Dalianis; Henrik Boström (BMC Medical Informatics Decis. Mak., 2016)

Detecting Protected Health Information in Heterogeneous Clinical Notes. - Aron Henriksson; Maria Kvist; Hercules Dalianis (MedInfo, 2017)

Efficient Encoding of Pathology Reports Using Natural Language Processing. - Rebecka Weegar; Jan F. Nygård; Hercules Dalianis (RANLP, 2017)

Semi-supervised medical entity recognition: A study on Spanish and Swedish clinical corpora. - Alicia Pérez; Rebecka Weegar; Arantza Casillas; Koldo Gojenola; Maite Oronoz; Hercules Dalianis (J. Biomed. Informatics, 2017)

Clinical Text Mining - Secondary Use of Electronic Patient Records - Hercules Dalianis (Springer, 2018)

Clinical Natural Language Processing in languages other than English: opportunities and challenges. - Aurélie Névéol; Hercules Dalianis; Sumithra Velupillai; Guergana Savova; Pierre Zweigenbaum (J. Biomed. Semant., 2018)

Detecting hospital-acquired infections: A document classification approach using support vector machines and gradient tree boosting. - Claudia Ehrentraut; Markus Ekholm; Hideyuki Tanushi; Jörg Tiedemann; Hercules Dalianis (Health Informatics J., 2018)

Ensembles for clinical entity extraction. - Rebecka Weegar; Alicia Pérez; Hercules Dalianis; Koldo Gojenola; Arantza Casillas; Maite Oronoz (Proces. del Leng. Natural, 2018)

Building a De-identification System for Real Swedish Clinical Text Using Pseudonymised Clinical Text. - Hanna Berg; Taridzo Chomutare; Hercules Dalianis (LOUHI@EMNLP, 2019)

Knowledge patterns for online health portal development. - Andrea Andrenucci; Hercules Dalianis; Sumithra Velupillai (Health Informatics J., 2019)

The Impact of De-identification on Downstream Named Entity Recognition in Clinical Text. - Hanna Berg; Aron Henriksson; Hercules Dalianis (LOUHI@EMNLP, 2020)

Deep Learning from Heterogeneous Sequences of Sparse Medical Data for Early Prediction of Sepsis. - Mahbub Ul Alam 001; Aron Henriksson; John Karlsson Valik; Logan Morgan Ward; Pontus Nauclér; Hercules Dalianis (HEALTHINF, 2020)

Detecting Adverse Drug Events from Swedish Electronic Health Records using Text Mining. - Maria Bampa; Hercules Dalianis (MultiligualBIO@LREC, 2020)

A Semi-supervised Approach for De-identification of Swedish Clinical Text. - Hanna Berg; Hercules Dalianis (LREC, 2020)

De-Identifying Swedish EHR Text Using Public Resources in the General Domain. - Taridzo Chomutare; Kassaye Yitbarek Yigzaw; Andrius Budrionis; Alexandra Makhlysheva; Fred Godtliebsen; Hercules Dalianis (MIE, 2020)

Are Clinical BERT Models Privacy Preserving? The Difficulty of Extracting Patient-Condition Associations. - Thomas Vakili; Hercules Dalianis (HUMAN@AAAI Fall Symposium, 2021)

Terminology Expansion with Prototype Embeddings: Extracting Symptoms of Urinary Tract Infection from Clinical Text. - Mahbub Ul Alam 001; Aron Henriksson; Hideyuki Tanushi; Emil Thiman; Pontus Nauclér; Hercules Dalianis (HEALTHINF, 2021)

De-identification of Clinical Text for Secondary Use: Research Issues. - Hanna Berg; Aron Henriksson; Uno Fors; Hercules Dalianis (HEALTHINF, 2021)

HB Deid - HB De-identification tool demonstrator. - Hanna Berg; Hercules Dalianis (NoDaLiDa, 2021)

Creating and Evaluating a Synthetic Norwegian Clinical Corpus for De-Identification. - Synnøve Bråthen; Wilhelm Wie; Hercules Dalianis (NoDaLiDa, 2021)

Applying and Sharing pre-trained BERT-models for Named Entity Recognition and Classification in Swedish Electronic Patient Records. - Mila Grancharova; Hercules Dalianis (NoDaLiDa, 2021)

On the Contribution of Per-ICD Attention Mechanisms to Classify Health Records in Languages with Fewer Resources than English. - Alberto Blanco 001; Sonja Remmer; Alicia Pérez; Hercules Dalianis; Arantza Casillas (RANLP, 2021)

Developing a Clinical Language Model for Swedish: Continued Pretraining of Generic BERT with In-Domain Data. - Anastasios Lamproudis; Aron Henriksson; Hercules Dalianis (RANLP, 2021)

Multi-label Diagnosis Classification of Swedish Discharge Summaries - ICD-10 Code Assignment Using KB-BERT. - Sonja Remmer; Anastasios Lamproudis; Hercules Dalianis (RANLP, 2021)

Utility Preservation of Clinical Text After De-Identification. - Thomas Vakili; Hercules Dalianis (BioNLP@ACL, 2022)

Vocabulary Modifications for Domain-adaptive Pretraining of Clinical Language Models. - Anastasios Lamproudis; Aron Henriksson; Hercules Dalianis (HEALTHINF, 2022)

Combining deep learning and fuzzy logic to predict rare ICD-10 codes from clinical notes. - Taridzo Chomutare; Andrius Budrionis; Hercules Dalianis (ICDH, 2022)

Evaluating Pretraining Strategies for Clinical BERT Models. - Anastasios Lamproudis; Aron Henriksson; Hercules Dalianis (LREC, 2022)

Downstream Task Performance of BERT Models Pre-Trained Using Automatically De-Identified Clinical Data. - Thomas Vakili; Anastasios Lamproudis; Aron Henriksson; Hercules Dalianis (LREC, 2022)

Implementation of specialised attention mechanisms: ICD-10 classification of Gastrointestinal discharge summaries in English, Spanish and Swedish. - Alberto Blanco 001; Sonja Remmer; Alicia Pérez; Hercules Dalianis; Arantza Casillas (J. Biomed. Informatics, 2022)

Using Membership Inference Attacks to Evaluate Privacy-Preserving Language Modeling Fails for Pseudonymizing Data. - Thomas Vakili; Hercules Dalianis (NoDaLiDa, 2023)

Implementing a Nordic-Baltic Federated Health Data Network: a case report. - Taridzo Chomutare; Aleksandar Babic; Laura-Maria Peltonen; Silja Elunurm; Peter Lundberg; Arne Jönsson; Emma Eneling; Ciprian-Virgil Gerstenberger; Troels Siggaard; Raivo Kolde; Oskar Jerdhaf; Martin Hansson; et al. (CoRR, 2024)

Artificial intelligence to improve clinical coding practice in Scandinavia: a crossover randomized controlled trial. - Taridzo Chomutare; Therese Olsen Svenning; Miguel Angel Tejedor Hernandez; Phuong Dinh Ngo; Andrius Budrionis; Kaisa Markljung; Lill Irene Hind; Torbjørn Torsvik; Karl Øyvind Mikalsen; Aleksandar Babic; Hercules Dalianis (CoRR, 2024)

Data-Constrained Synthesis of Training Data for De-Identification. - Thomas Vakili; Aron Henriksson; Hercules Dalianis (ACL (1), 2025)

Natural Language Processing for Electronic Health Records in Scandinavian Languages: Norwegian, Swedish, and Danish. - Ashenafi Zebene Woldaregay; Jørgen Aarmo Lund; Phuong Dinh Ngo; Mariyam Tayefi; Per Joel Burman; Stine Hansen; Martin Hylleholt Sillesen; Hercules Dalianis; Robert Jenssen; Lindsetmo Rolf Ole; Karl Øyvind Mikalsen (CoRR, 2025)