3 papers
cs.IR2020
Seeing The Whole Patient: Using Multi-Label Medical Text Classification Techniques to Enhance Predictions of Medical Codes
Vithya Yogarajan, Jacob Montiel, Tony Smith +1
Machine learning-based multi-label medical text classifications can be used to enhance the understanding of the human body and aid the need for patient care. We present a broad stu…
cs.CY2019
Automatic end-to-end De-identification: Is high accuracy the only metric?
Vithya Yogarajan, Bernhard Pfahringer, Michael Mayo
De-identification of electronic health records (EHR) is a vital step towards advancing health informatics research and maximising the use of available data. It is a two-step proces…
cs.AI2018
A survey of automatic de-identification of longitudinal clinical narratives
Vithya Yogarajan, Michael Mayo, Bernhard Pfahringer
Use of medical data, also known as electronic health records, in research helps develop and advance medical science. However, protecting patient confidentiality and identity while…