Fatemeh Shah-Mohammadi

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 13

Top Topics

Natural Language Processing

Machine Learning

Entity Extraction

Electronic Medical Record

Top Venues

Publications

Fatemeh Shah-Mohammadi, Joseph Finkelstein
Large Language Model-Based Architecture for Automatic Outcome Data Extraction to Support Meta-Analysis. CCWC (2024)
Fatemeh Shah-Mohammadi, Joseph Finkelstein
NLP-Assisted Differential Diagnosis of Chronic Obstructive Pulmonary Disease Exacerbation. MedInfo (2023)
Fatemeh Shah-Mohammadi, Joseph Finkelstein
Identification of Subphenotypes of Opioid Use Disorder Using Unsupervised Machine Learning. MIE (2023)
Wanting Cui, Fatemeh Shah-Mohammadi, Joseph Finkelstein
Using Electronic Medical Records and Clinical Notes to Predict the Outcome of Opioid Treatment Program. ICIMTH (2023)
Fatemeh Shah-Mohammadi, Joseph Finkelstein
Contextualized Large Language Model-Based Architecture for Outcome Measure Alignment in Clinical Trials. BIBM (2023)
Fatemeh Shah-Mohammadi, Joseph Finkelstein
Combining NLP and Machine Learning for Differential Diagnosis of COPD Exacerbation Using Emergency Room Data. ICIMTH (2023)
Fatemeh Shah-Mohammadi, Wanting Cui, Keren Bachi, Yasmin Hurd, Joseph Finkelstein
Using Natural Language Processing of Clinical Notes to Predict Outcomes of Opioid Treatment Program. EMBC (2022)
Fatemeh Shah-Mohammadi, Joseph Finkelstein
Using NLP for Differential Diagnosis of Chronic Obstructive Pulmonary Disease Exacerbation. BIBM (2022)
Fatemeh Shah-Mohammadi, Wanting Cui, Keren Bachi, Yasmin Hurd, Joseph Finkelstein
Comparative Analysis of Patient Distress in Opioid Treatment Programs using Natural Language Processing. BIOSIGNALS (2022)
Fatemeh Shah-Mohammadi, Wanting Cui, Joseph Finkelstein
Comparison of ACM and CLAMP for Entity Extraction in Clinical Notes. EMBC (2021)
Fatemeh Shah-Mohammadi, Wanting Cui, Keren Bachi, Yasmin Hurd, Joseph Finkelstein
Latent COVID-19 Clusters in Patients with Opioid Misuse. ICIMTH (2021)
Fatemeh Shah-Mohammadi, Irena Parvanova, Joseph Finkelstein
NLP-Assisted Pipeline for COVID-19 Core Outcome Set Identification Using ClinicalTrials.gov. MedInfo (2021)
Fatemeh Shah-Mohammadi, Wanting Cui, Joseph Finkelstein
Entity Extraction for Clinical Notes, a Comparison Between MetaMap and Amazon Comprehend Medical. MIE (2021)