Lamproudis, A., Henriksson, A., Valik, J.K., & Nauclér, P. (2022). Improving the Timeliness of Early Prediction Models for Sepsis through Utility Optimization. In Proceedings of IEEE International Conference on Tools with Artificial Intelligence (ICTAI), Best paper Award. download
Lamproudis, A., Henriksson, A., & Dalianis, H. (2022). Evaluating Pretraining Strategies for Clinical BERT Models. In Proceedings of the Thirteenth International Conference on Language Resources and Evaluation (LREC 2022). download
Vakili, T., Lamproudis, A., Henriksson, A., & Dalianis, H. (2022). Downstream Task Performance of BERT Models Pre-Trained Using Automatically De-Identified Clinical Data. In Proceedings of the Thirteenth International Conference on Language Resources and Evaluation (LREC 2022). download
Lamproudis, A., Henriksson, A. and H. Dalianis. 2022. Vocabulary Modifications for Domain-adaptive Pretraining of Clinical Language Models. In Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies – Volume 5: HEALTHINF, pp. 180-188. download
Lamproudis, A., Henriksson, A. and H. Dalianis. 2021. Developing a Clinical Language Model for Swedish: Continued Pretraining of Generic BERT with In-Domain Data. In the Proceeding of RANLP 2021: Recent Advances in Natural Language Processing, 1-3 Sept 2021, Varna, Bulgaria. download
Remmer, S., Lamproudis, A. and H Dalianis. 2021. Multi-label Diagnosis Classification of Swedish Discharge Summaries – ICD-10 Code Assignment Using KB-BERT. In the Proceedings of RANLP 2021: Recent Advances in Natural Language Processing, 1-3 Sept 2021, Varna, Bulgaria. download