Amila Kugic

12 papers Journal 4Unranked 8
YearRankTypeTitle / Venue / Authors
2025 — conf
Embedding-Based Acronym Disambiguation Supported by Large Language Models in German Clinical Narratives.
SLM4Health@AIME
Amila Kugic, Stefan Schulz, Markus Kreuzthaler
2024 J jnl
Disambiguation of acronyms in clinical narratives with large language models.
J. Am. Medical Informatics Assoc.
Amila Kugic, Stefan Schulz, Markus Kreuzthaler
2024 J jnl
O2 supplementation disambiguation in clinical narratives to support retrospective COVID-19 studies.
BMC Medical Informatics Decis. Mak.
Akhila Abdulnazar, Amila Kugic, Stefan Schulz, Vanessa Stadlbauer, Markus Kreuzthaler
2024 — conf
Sequence-Model-Based Medication Extraction from Clinical Narratives in German.
AIME (1)
Vishakha Sharma, Andreas Thalhammer, Amila Kugic, Stefan Schulz, Markus Kreuzthaler
2024 — conf
Smoking Status Classification: A Comparative Analysis of Machine Learning Techniques with Clinical Real World Data.
AIME (1)
Amila Kugic, Akhila Abdulnazar, Anto Knezovic, Stefan Schulz, Markus Kreuzthaler
2024 — conf
Term Candidate Generation to Enrich Clinical Terminologies with Large Language Models.
MIE
Amila Kugic, Stefan Schulz, Markus Kreuzthaler
2023 — conf
Clinical Acronym Disambiguation via ChatGPT and BING.
EFMI-STC
Amila Kugic, Markus Kreuzthaler, Stefan Schulz
2023 — conf
Data-Driven Identification of Clinical Real-World Expressions Linked to ICD.
MIE
Amila Kugic, Bastian Pfeifer, Stefan Schulz, Markus Kreuzthaler
2023 J jnl
Embedding-based terminology expansion via secondary use of large clinical real-world datasets.
J. Biomed. Informatics
Amila Kugic, Bastian Pfeifer, Stefan Schulz, Markus Kreuzthaler
2023 — conf
Identification of Non-Lexical Content in Croatian Health Forum Entries.
BIBM
Amila Kugic, Stefan Schulz, Markus Kreuzthaler
2022 — conf
Alcohol Status Standardization from Clinical Real World Data with Transformer Architectures.
ICHI
Amila Kugic, Leon Magnus Pojian, Larissa Marije Hammer, Stefan Schulz, Markus Kreuzthaler
2019 J jnl
Evaluating shallow and deep learning strategies for the 2018 n2c2 shared task on clinical text classification.
J. Am. Medical Informatics Assoc.
Michel Oleynik, Amila Kugic, Zdenko Kasác, Markus Kreuzthaler