Matús Falis

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 11

Top Topics

Multi Label Learning

Binary Classification

Classifier Training

Top Venues

Publications

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 (2024)
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)
Hang Dong, Matús Falis, William Whiteley, Beatrice Alex, Shaoxiong Ji, Jiaoyan Chen, Honghan Wu
Automated Clinical Coding: What, Why, and Where We Are? CoRR (2022)
Matús Falis, Hang Dong, Alexandra Birch, Beatrice Alex
Horses to Zebras: Ontology-Guided Data Augmentation and Synthesis for ICD-9 Coding. BioNLP@ACL (2022)
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)
Matús Falis, Hang Dong, Alexandra Birch, Beatrice Alex
CoPHE: A Count-Preserving Hierarchical Evaluation Metric in Large-Scale Multi-Label Text Classification. CoRR (2021)
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)
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 (2020)
Mattias Appelgren, Patrick Schrempf, Matús Falis, Satoshi Ikeda, Alison Q. O'Neil
Language Transfer for Early Warning of Epidemics from Social Media. CoRR (2019)
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)
Thorsten Merten, Matús Falis, Paul Hübner, Thomas Quirchmayr, Simone Bürsner, Barbara Paech
Software Feature Request Detection in Issue Tracking Systems. RE (2016)