Hercules Dalianis

Full Professor, Department of Computer and Systems Science, Stockholm University

Joined

July 2019

Names

Hercules Dalianis

Emails

****@dsv.su.se (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Full Professor

Department of Computer and Systems Science, Stockholm University (su.se)

2011 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

clinical text mining

swedish

nordic languages

Present

de-identification

privacy preserving machine learning

Present

Publications

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
- Readers: Everyone
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, Alexandra Makhlysheva, Miroslav Muzny, Erik Ylipää, Søren Brunak, Hercules Dalianis
- CoRR 2024
- Readers: Everyone
Using Membership Inference Attacks to Evaluate Privacy-Preserving Language Modeling Fails for Pseudonymizing Data
Thomas Vakili, Hercules Dalianis
- Published: 20 Mar 2023, Last Modified: 18 Apr 2023
- NoDaLiDa 2023
- Readers: Everyone
Using Membership Inference Attacks to Evaluate Privacy-Preserving Language Modeling Fails for Pseudonymizing Data
Thomas Vakili, Hercules Dalianis
- NoDaLiDa 2023
- Readers: Everyone
Combining deep learning and fuzzy logic to predict rare ICD-10 codes from clinical notes
Taridzo Chomutare, Andrius Budrionis, Hercules Dalianis
- ICDH 2022
- Readers: Everyone
Implementation of specialised attention mechanisms: ICD-10 classification of Gastrointestinal discharge summaries in English, Spanish and Swedish
Alberto Blanco, Sonja Remmer, Alicia Pérez, Hercules Dalianis, Arantza Casillas
- J. Biomed. Informatics 2022
- Readers: Everyone
Evaluating Pretraining Strategies for Clinical BERT Models
Anastasios Lamproudis, Aron Henriksson, Hercules Dalianis
- LREC 2022
- Readers: Everyone
Vocabulary Modifications for Domain-adaptive Pretraining of Clinical Language Models
Anastasios Lamproudis, Aron Henriksson, Hercules Dalianis
- HEALTHINF 2022
- Readers: Everyone
Downstream Task Performance of BERT Models Pre-Trained Using Automatically De-Identified Clinical Data
Thomas Vakili, Anastasios Lamproudis, Aron Henriksson, Hercules Dalianis
- 2022 (modified: 10 Feb 2023)
- LREC 2022
- Readers: Everyone
Utility Preservation of Clinical Text After De-Identification
Thomas Vakili, Hercules Dalianis
- 2022 (modified: 10 Feb 2023)
- BioNLP@ACL 2022
- Readers: Everyone

View all 86 publications

Co-Authors

View all 111 co-authors