Asem Alaa

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 5

Top Topics

Biological Systems

Dimensionality Reduction

Ordinary Differential Equations

Electronic Health Records

Top Venues

J. Am. Medical Informatics Assoc.

Publications

Thomas Beaney, Sneha Jha, Asem Alaa, Alexander Smith, Jonathan Clarke, Thomas Woodcock, Azeem Majeed, Paul Aylin, Mauricio Barahona
Comparing natural language processing representations of coded disease sequences for prediction in electronic health records. J. Am. Medical Informatics Assoc. 31 (7) (2024)
Asem Alaa, Erik Mayer, Mauricio Barahona
ICE-NODE: Integration of Clinical Embeddings with Neural Ordinary Differential Equations. CoRR (2022)
Asem Alaa, Erik Mayer, Mauricio Barahona
ICE-NODE: Integration of Clinical Embeddings with Neural Ordinary Differential Equations. MLHC (2022)
Asem Alaa, Ayman M. Eldeib, Ahmed A. Metwally
Protein Subcellular Localization Prediction Based on Internal Micro-similarities of Markov Chains. EMBC (2019)
Asem Alaa, Ahmed A. Metwally
Cloud-based solution for improving usability and interactivity of metagenomic ensemble taxonomic classification methods. BHI (2018)