| Using BART to Automatically Generate Discharge Summaries from Swedish Clinical Text N Berg, H Dalianis Proceedings of the First Workshop on Patient-Oriented Language Processing …, 2024 | | 2024 |
| Improving Quality of ICD-10 (International Statistical Classification of Diseases, Tenth Revision) Coding Using AI: Protocol for a Crossover Randomized Controlled Trial T Chomutare, A Lamproudis, A Budrionis, TO Svenning, LI Hind, PD Ngo, ... JMIR Research Protocols 13 (1), e54593, 2024 | | 2024 |
| When Is a Name Sensitive? Eponyms in Clinical Text and Implications for De-Identification T Vakili, T Hullmann, A Henriksson, H Dalianis Proceedings of the Workshop on Computational Approaches to Language Data …, 2024 | | 2024 |
| Deidentifying a Norwegian clinical corpus-An effort to create a privacy-preserving Norwegian large clinical language model PD Ngo, MA Tejedor Hernandez, T Olsen Svenning, TF Chomutare, ... ACL, 2024 | | 2024 |
| End-to-End Pseudonymization of Fine-Tuned Clinical BERT Models T Vakili, A Henriksson, H Dalianis | 2 | 2023 |
| Predicting sepsis onset using a machine learned causal probabilistic network algorithm based on electronic health records data JK Valik, L Ward, H Tanushi, AF Johansson, A Färnert, ML Mogensen, ... Scientific reports 13 (1), 11760, 2023 | 6 | 2023 |
| Using membership inference attacks to evaluate privacy-preserving language modeling fails for pseudonymizing data T Vakili, H Dalianis Proceedings of the 24th Nordic Conference on Computational Linguistics …, 2023 | 5 | 2023 |
| De-identifying Norwegian Clinical Text using Resources from Swedish and Danish A Lamproudis, S Mora, TO Svenning, T Torsvik, T Chomutare, PD Ngo, ... AMIA Annual Symposium Proceedings 2023, 456, 2023 | 1 | 2023 |
| Using a Large Open Clinical Corpus for Improved ICD-10 Diagnosis Coding A Lamproudis, TO Svenning, T Torsvik, T Chomutare, A Budrionis, ... AMIA Annual Symposium Proceedings 2023, 465, 2023 | | 2023 |
| Evaluation of LIME and SHAP in explaining automatic ICD-10 classifications of Swedish gastrointestinal discharge summaries A Dolk, H Davidsen, H Dalianis, T Vakili Scandinavian Conference on Health Informatics, 166-173, 2022 | 4 | 2022 |
| The influence of NegEx on ICD-10 code prediction in Swedish: how is the performance of BERT and SVM models affected by negations? A Budrionis, T Chomutare, TO Svenning, H Dalianis Scandinavian Conference on Health Informatics, 174-178, 2022 | 1 | 2022 |
| Combining deep learning and fuzzy logic to predict rare ICD-10 codes from clinical notes T Chomutare, A Budrionis, H Dalianis 2022 IEEE International Conference on Digital Health (ICDH), 163-168, 2022 | 2 | 2022 |
| Evaluating pretraining strategies for clinical BERT models A Lamproudis, A Henriksson, H Dalianis Proceedings of the Thirteenth Language Resources and Evaluation Conference …, 2022 | 14 | 2022 |
| Downstream task performance of BERT models pre-trained using automatically de-identified clinical data T Vakili, A Lamproudis, A Henriksson, H Dalianis Proceedings of the Thirteenth Language Resources and Evaluation Conference …, 2022 | 33 | 2022 |
| Implementation of specialised attention mechanisms: ICD-10 classification of Gastrointestinal discharge summaries in English, Spanish and Swedish A Blanco, S Remmer, A Perez, H Dalianis, A Casillas Journal of Biomedical Informatics 130, 104050, 2022 | 9 | 2022 |
| Utility Preservation of Clinical Text After De-Identification T Vakili, H Dalianis Proceedings of the 21st Workshop on Biomedical Language Processing, 383-388, 2022 | 7 | 2022 |
| Peripheral oxygen saturation facilitates assessment of respiratory dysfunction in the sequential organ failure assessment score with implications for the sepsis-3 criteria JK Valik, L Mellhammar, J Sundén-Cullberg, L Ward, C Unge, H Dalianis, ... Critical Care Medicine 50 (3), e272-e283, 2022 | 13 | 2022 |
| Vocabulary Modifications for Domain-adaptive Pretraining of Clinical Language Models. A Lamproudis, A Henriksson, H Dalianis HEALTHINF, 180-188, 2022 | 11 | 2022 |
| The accuracy of fully automated algorithms for surveillance of healthcare-onset Clostridioides difficile infections in hospitalized patients SD van der Werff, M Fritzing, H Tanushi, A Henriksson, H Dalianis, ... Antimicrobial Stewardship & Healthcare Epidemiology 2 (1), e43, 2022 | | 2022 |
| Challenges and opportunities beyond structured data in analysis of electronic health records M Tayefi, P Ngo, T Chomutare, H Dalianis, E Salvi, A Budrionis, ... Wiley Interdisciplinary Reviews: Computational Statistics 13 (6), e1549, 2021 | 146 | 2021 |
Sumithra VelupillaiKing's College London在 kcl.ac.uk 的电子邮件经过验证
