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 (LOUHI@EMNLP, 2019)

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 (iMIMIC/MIL3ID/LABELS@MICCAI, 2020)

Teacher-Student chain for efficient semi-supervised histology image classification. - Shayne Shaw; Maciej Pajak; Aneta Lisowska; Sotirios A. Tsaftaris; Alison Q. O'Neil (CoRR, 2020)

Templated Text Synthesis for Expert-Guided Multi-Label Extraction from Radiology Reports. - Patrick Schrempf; Hannah Watson; Eunsoo Park; Maciej Pajak; Hamish MacKinnon; Keith W. Muir; David Harris-Birtill; Alison Q. O'Neil (Mach. Learn. Knowl. Extr., 2021)