Matús Falis

According to our database, Matús Falis authored at least 11 papers between 2016 and 2026.

Collaborative distances:

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

2026

Natural language processing for geriatric syndromes: a systematic review of methods, applications, and challenges.

Fahrurrozi Rahman, Imane Guellil, Abul Kalam Hasan, Huayu Zhang, Matús Falis, Arlene Casey, Honghan Wu, Bruce Guthrie, Beatrice Alex

BMC Medical Informatics Decis. Mak., December, 2026

2025

Privacy-Aware, Public-Aligned: Embedding Risk Detection and Public Values into Scalable Clinical Text De-Identification for Trusted Research Environments.

Arlene Casey, Stuart Dunbar, Franz Gruber, Samuel McInerney, Matús Falis, Pamela Linksted, Katie Wilde, Kathy Harrison, Alison Hamilton, Christian Cole

CoRR, June, 2025

2024

Can GPT-3.5 generate and code discharge summaries?

Matús Falis, Aryo Pradipta Gema, Hang Dong, Luke Daines, Siddharth Basetti, Michael Holder, Rose S. Penfold, Alexandra Birch, Beatrice Alex

J. Am. Medical Informatics Assoc., 2024

2022

Automated clinical coding: what, why, and where we are?

Hang Dong, Matús Falis, William Whiteley, Beatrice Alex, Joshua Matterson, Shaoxiong Ji, Jiaoyan Chen, Honghan Wu

npj Digit. Medicine, 2022

Automated Clinical Coding: What, Why, and Where We Are?

Hang Dong, Matús Falis, William Whiteley, Beatrice Alex, Shaoxiong Ji, Jiaoyan Chen, Honghan Wu

CoRR, 2022

Horses to Zebras: Ontology-Guided Data Augmentation and Synthesis for ICD-9 Coding.

Matús Falis, Hang Dong, Alexandra Birch, Beatrice Alex

Proceedings of the 21st Workshop on Biomedical Language Processing, 2022

2021

CoPHE: A Count-Preserving Hierarchical Evaluation Metric in Large-Scale Multi-Label Text Classification.

Matús Falis, Hang Dong, Alexandra Birch, Beatrice Alex

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2020

Paying Per-Label Attention for Multi-label Extraction from Radiology Reports.

Patrick Schrempf, Hannah Watson, Shadia Mikhael, Maciej Pajak, Matús Falis, Aneta Lisowska, Keith W. Muir, David Harris-Birtill, Alison Q. O'Neil

Proceedings of the Interpretable and Annotation-Efficient Learning for Medical Image Computing, 2020

2019

Language Transfer for Early Warning of Epidemics from Social Media.

Mattias Appelgren, Patrick Schrempf, Matús Falis, Satoshi Ikeda, Alison Q. O'Neil

CoRR, 2019

Ontological attention ensembles for capturing semantic concepts in ICD code prediction from clinical text.

Matús Falis, Maciej Pajak, Aneta Lisowska, Patrick Schrempf, Lucas Deckers, Shadia Mikhael, Sotirios A. Tsaftaris, Alison O'Neil

Proceedings of the Tenth International Workshop on Health Text Mining and Information Analysis LOUHI@EMNLP 2019, 2019

2016

Software Feature Request Detection in Issue Tracking Systems.

Thorsten Merten, Matús Falis, Paul Hübner, Thomas Quirchmayr, Simone Bürsner, Barbara Paech

Proceedings of the 24th IEEE International Requirements Engineering Conference, 2016