Amila Kugic

According to our database, Amila Kugic authored at least 12 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Embedding-Based Acronym Disambiguation Supported by Large Language Models in German Clinical Narratives.

Amila Kugic, Stefan Schulz, Markus Kreuzthaler

Proceedings of the First International Workshop on Improving Healthcare with Small Language Models co-located with 23rd International Conference on Artificial Intelligence in Medicine, 2025

2024

O2 supplementation disambiguation in clinical narratives to support retrospective COVID-19 studies.

Akhila Abdulnazar, Amila Kugic, Stefan Schulz, Vanessa Stadlbauer, Markus Kreuzthaler

BMC Medical Informatics Decis. Mak., December, 2024

Disambiguation of acronyms in clinical narratives with large language models.

Amila Kugic, Stefan Schulz, Markus Kreuzthaler

J. Am. Medical Informatics Assoc., 2024

Term Candidate Generation to Enrich Clinical Terminologies with Large Language Models.

Amila Kugic, Stefan Schulz, Markus Kreuzthaler

Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 2024

Sequence-Model-Based Medication Extraction from Clinical Narratives in German.

Vishakha Sharma, Andreas Thalhammer, Amila Kugic, Stefan Schulz, Markus Kreuzthaler

Proceedings of the Artificial Intelligence in Medicine - 22nd International Conference, 2024

Smoking Status Classification: A Comparative Analysis of Machine Learning Techniques with Clinical Real World Data.

Amila Kugic, Akhila Abdulnazar, Anto Knezovic, Stefan Schulz, Markus Kreuzthaler

Proceedings of the Artificial Intelligence in Medicine - 22nd International Conference, 2024

2023

Embedding-based terminology expansion via secondary use of large clinical real-world datasets.

Amila Kugic, Bastian Pfeifer, Stefan Schulz, Markus Kreuzthaler

J. Biomed. Informatics, November, 2023

Data-Driven Identification of Clinical Real-World Expressions Linked to ICD.

Amila Kugic, Bastian Pfeifer, Stefan Schulz, Markus Kreuzthaler

Proceedings of the Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22, 2023

Clinical Acronym Disambiguation via ChatGPT and BING.

Amila Kugic, Markus Kreuzthaler, Stefan Schulz

Proceedings of the Telehealth Ecosystems in Practice, 2023

Identification of Non-Lexical Content in Croatian Health Forum Entries.

Amila Kugic, Stefan Schulz, Markus Kreuzthaler

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022

Alcohol Status Standardization from Clinical Real World Data with Transformer Architectures.

Amila Kugic, Leon Magnus Pojian, Larissa Marije Hammer, Stefan Schulz, Markus Kreuzthaler

Proceedings of the 10th IEEE International Conference on Healthcare Informatics, 2022

2019

Evaluating shallow and deep learning strategies for the 2018 n2c2 shared task on clinical text classification.

Michel Oleynik, Amila Kugic, Zdenko Kasác, Markus Kreuzthaler

J. Am. Medical Informatics Assoc., 2019