no code implementations • 28 Feb 2023 • Taha Ceritli, Ghadeer O. Ghosheh, Vinod Kumar Chauhan, Tingting Zhu, Andrew P. Creagh, David A. Clifton
Electronic Health Records (EHRs) contain sensitive patient information, which presents privacy concerns when sharing such data.
1 code implementation • 24 Jul 2022 • Taha Ceritli, Andrew P. Creagh, David A. Clifton
A particular challenge for disease progression modeling is the heterogeneity of a disease and its manifestations in the patients.
1 code implementation • 23 Nov 2021 • Taha Ceritli, Christopher K. I. Williams
We consider the problem of identifying the units of measurement in a data column that contains both numeric values and unit symbols in each row, e. g., "5. 2 l", "7 pints".
1 code implementation • 23 Nov 2021 • Taha Ceritli, Christopher K. I. Williams
Type inference is the task of identifying the type of values in a data column and has been studied extensively in the literature.
1 code implementation • 22 Nov 2019 • Taha Ceritli, Christopher K. I. Williams, James Geddes
Type inference refers to the task of inferring the data type of a given column of data.