2 papers
cs.LG2024
Robust Meta-Model for Predicting the Need for Blood Transfusion in Non-traumatic ICU Patients
Alireza Rafiei, Ronald Moore, Tilendra Choudhary +6
Objective: Blood transfusions, crucial in managing anemia and coagulopathy in ICU settings, require accurate prediction for effective resource allocation and patient risk assessmen…
cs.LG2023
Meta-learning in healthcare: A survey
Alireza Rafiei, Ronald Moore, Sina Jahromi +2
As a subset of machine learning, meta-learning, or learning to learn, aims at improving the model's capabilities by employing prior knowledge and experience. A meta-learning paradi…