8 citations · 9 across the 3 of their papers we have counts for
4 papers
AttentionDDI: Siamese Attention-based Deep Learning method for drug-drug interaction predictions
Kyriakos Schwarz, Ahmed Allam, Nicolas Andres Perez Gonzalez +1
Background: Drug-drug interactions (DDIs) refer to processes triggered by the administration of two or more drugs leading to side effects beyond those observed when drugs are admin…
Patient Similarity Analysis with Longitudinal Health Data
Ahmed Allam, Matthias Dittberner, Anna Sintsova +2
Healthcare professionals have long envisioned using the enormous processing powers of computers to discover new facts and medical knowledge locked inside electronic health records.…
AutoDiscern: Rating the Quality of Online Health Information with Hierarchical Encoder Attention-based Neural Networks
Laura Kinkead, Ahmed Allam, Michael Krauthammer
Patients increasingly turn to search engines and online content before, or in place of, talking with a health professional. Low quality health information, which is common on the i…
Neural networks versus Logistic regression for 30 days all-cause readmission prediction
Ahmed Allam, Mate Nagy, George Thoma +1
Heart failure (HF) is one of the leading causes of hospital admissions in the US. Readmission within 30 days after a HF hospitalization is both a recognized indicator for disease p…