2 citations · 2 across the 2 of their papers we have counts for
5 papers
Assessing mortality prediction through different representation models based on concepts extracted from clinical notes
Hoda Memarzadeh, Nasser Ghadiri, Maryam Lotfi Shahreza
Recent years have seen particular interest in using electronic medical records (EMRs) for secondary purposes to enhance the quality and safety of healthcare delivery. EMRs tend to…
A Study into patient similarity through representation learning from medical records
Hoda Memarzadeh, Nasser Ghadiri, Matthias Samwald +1
Patient similarity assessment, which identifies patients similar to a given patient, can help improve medical care. The assessment can be performed using Electronic Medical Records…
MultiGBS: A multi-layer graph approach to biomedical summarization
Ensieh Davoodijam, Nasser Ghadiri, Maryam Lotfi Shahreza +1
Automatic text summarization methods generate a shorter version of the input text to assist the reader in gaining a quick yet informative gist. Existing text summarization methods…
DHLP 1&2: Giraph based distributed label propagation algorithms on heterogeneous drug-related networks
Erfan Farhangi Maleki, Nasser Ghadiri, Maryam Lotfi Shahreza +1
Background and Objective: Heterogeneous complex networks are large graphs consisting of different types of nodes and edges. The knowledge extraction from these networks is complica…
Heter-LP: A heterogeneous label propagation algorithm and its application in drug repositioning
Maryam Lotfi Shahreza, Nasser Ghadiri, Seyed Rasul Mossavi +2
Drug repositioning offers an effective solution to drug discovery, saving both time and resources by finding new indications for existing drugs. Typically, a drug takes effect via…