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2020 – today
- 2024
[j2]Matús Falis
, Aryo Pradipta Gema, Hang Dong, Luke Daines, Siddharth Basetti, Michael Holder, Rose S. Penfold, Alexandra Birch, Beatrice Alex:
Can GPT-3.5 generate and code discharge summaries? J. Am. Medical Informatics Assoc. 31(10): 2284-2293 (2024)- [i5]Matús Falis, Aryo Pradipta Gema, Hang Dong, Luke Daines, Siddharth Basetti, Michael Holder, Rose S. Penfold, Alexandra Birch, Beatrice Alex:
Can GPT-3.5 Generate and Code Discharge Summaries? CoRR abs/2401.13512 (2024) - 2022
- [j1]Hang Dong, Matús Falis, William Whiteley, Beatrice Alex, Joshua Matterson, Shaoxiong Ji, Jiaoyan Chen, Honghan Wu:
Automated clinical coding: what, why, and where we are? npj Digit. Medicine 5 (2022) - [c5]Matús Falis, Hang Dong, Alexandra Birch, Beatrice Alex:
Horses to Zebras: Ontology-Guided Data Augmentation and Synthesis for ICD-9 Coding. BioNLP@ACL 2022: 389-401 - [i4]Hang Dong, Matús Falis, William Whiteley, Beatrice Alex, Shaoxiong Ji, Jiaoyan Chen, Honghan Wu:
Automated Clinical Coding: What, Why, and Where We Are? CoRR abs/2203.11092 (2022) - 2021
- [c4]Matús Falis, Hang Dong, Alexandra Birch, Beatrice Alex:
CoPHE: A Count-Preserving Hierarchical Evaluation Metric in Large-Scale Multi-Label Text Classification. EMNLP (1) 2021: 907-912 - [i3]Matús Falis, Hang Dong, Alexandra Birch, Beatrice Alex:
CoPHE: A Count-Preserving Hierarchical Evaluation Metric in Large-Scale Multi-Label Text Classification. CoRR abs/2109.04853 (2021) - 2020
- [c3]Patrick Schrempf, Hannah Watson, Shadia Mikhael, Maciej Pajak, Matús Falis, Aneta Lisowska, Keith W. Muir, David Harris-Birtill, Alison Q. O'Neil:
Paying Per-Label Attention for Multi-label Extraction from Radiology Reports. iMIMIC/MIL3ID/LABELS@MICCAI 2020: 277-289 - [i2]Patrick Schrempf, Hannah Watson, Shadia Mikhael, Maciej Pajak, Matús Falis, Aneta Lisowska, Keith W. Muir, David Harris-Birtill, Alison Q. O'Neil:
Paying Per-label Attention for Multi-label Extraction from Radiology Reports. CoRR abs/2007.16152 (2020)
2010 – 2019
- 2019
- [c2]Matús Falis, Maciej Pajak, Aneta Lisowska, Patrick Schrempf, Lucas Deckers, Shadia Mikhael, Sotirios A. Tsaftaris, Alison O'Neil:
Ontological attention ensembles for capturing semantic concepts in ICD code prediction from clinical text. LOUHI@EMNLP 2019: 168-177 - [i1]Mattias Appelgren, Patrick Schrempf, Matús Falis, Satoshi Ikeda, Alison Q. O'Neil:
Language Transfer for Early Warning of Epidemics from Social Media. CoRR abs/1910.04519 (2019) - 2016
- [c1]Thorsten Merten, Matús Falis, Paul Hübner, Thomas Quirchmayr, Simone Bürsner, Barbara Paech:
Software Feature Request Detection in Issue Tracking Systems. RE 2016: 166-175
Coauthor Index
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