1 citations · 1 across the 3 of their papers we have counts for
3 papers
Unmasking the Chameleons: A Benchmark for Out-of-Distribution Detection in Medical Tabular Data
Mohammad Azizmalayeri, Ameen Abu-Hanna, Giovanni Ciná
Despite their success, Machine Learning (ML) models do not generalize effectively to data not originating from the training distribution. To reliably employ ML models in real-world…
Autoencoder-based prediction of ICU clinical codes
Tsvetan R. Yordanov, Ameen Abu-Hanna, Anita CJ Ravelli +1
Availability of diagnostic codes in Electronic Health Records (EHRs) is crucial for patient care as well as reimbursement purposes. However, entering them in the EHR is tedious, an…
Soft-prompt tuning to predict lung cancer using primary care free-text Dutch medical notes
Auke Elfrink, Iacopo Vagliano, Ameen Abu-Hanna +1
We investigate different natural language processing (NLP) approaches based on contextualised word representations for the problem of early prediction of lung cancer using free-tex…