Taha Ceritli

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 10

Top Topics

Electronic Health Records

Categorical Variables

Disease Progression

Hidden Markov Models

Top Venues

Healthcare AI and COVID-19 Workshop

Data Min. Knowl. Discov.

Publications

Taha Ceritli, Ghadeer O. Ghosheh, Vinod Kumar Chauhan, Tingting Zhu, Andrew P. Creagh, David A. Clifton
Synthesizing Mixed-type Electronic Health Records using Diffusion Models. CoRR (2023)
Tomas Petricek, Gerrit J. J. van den Burg, Alfredo Nazábal, Taha Ceritli, Ernesto Jiménez-Ruiz, Christopher K. I. Williams
AI Assistants: A Framework for Semi-Automated Data Wrangling. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Taha Ceritli, Andrew P. Creagh, David A. Clifton
Mixture of Input-Output Hidden Markov Models for Heterogeneous Disease Progression Modeling. CoRR (2022)
Taha Ceritli, Andrew P. Creagh, David A. Clifton
Mixture of Input-Output Hidden Markov Models for Heterogeneous Disease Progression Modeling. BHI (2022)
Tomas Petricek, Gerrit J. J. van den Burg, Alfredo Nazábal, Taha Ceritli, Ernesto Jiménez-Ruiz, Christopher K. I. Williams
AI Assistants: A Framework for Semi-Automated Data Wrangling. CoRR (2022)
Taha Ceritli, Andrew P. Creagh, David A. Clifton
Mixture of Input-Output Hidden Markov Models for Heterogeneous Disease Progression Modeling. Healthcare AI and COVID-19 Workshop (2022)
Taha Ceritli, Christopher K. I. Williams
ptype-cat: Inferring the Type and Values of Categorical Variables. CoRR (2021)
Taha Ceritli, Christopher K. I. Williams
Identifying the Units of Measurement in Tabular Data. CoRR (2021)
Taha Ceritli, Christopher K. I. Williams, James Geddes
ptype: probabilistic type inference. Data Min. Knowl. Discov. 34 (3) (2020)
Taha Ceritli, Christopher K. I. Williams, James Geddes
ptype: Probabilistic Type Inference. CoRR (2019)