scholarly journals Towards Individualized Prediction of Response to Methotrexate in Early Rheumatoid Arthritis: a Pharmacogenomics‐driven Machine Learning Approach

2021 ◽  
Author(s):  
Elena Myasoedova ◽  
Arjun P. Athreya ◽  
Cynthia S. Crowson ◽  
John M. Davis ◽  
Kenneth J. Warrington ◽  
...  
Keyword(s):  
Rheumatoid Arthritis ◽  
Machine Learning ◽  
Early Rheumatoid Arthritis ◽  
Learning Approach ◽  
Prediction Of Response ◽  
Machine Learning Approach ◽  
Individualized Prediction

scholarly journals Development and validation of a multivariate predictive model for rheumatoid arthritis mortality using a machine learning approach

2017 ◽  
Vol 7 (1) ◽  
Author(s):  
José M. Lezcano-Valverde ◽  
Fernando Salazar ◽  
Leticia León ◽  
Esther Toledano ◽  
Juan A. Jover ◽  
...  
Keyword(s):  
Rheumatoid Arthritis ◽  
Machine Learning ◽  
Predictive Model ◽  
Learning Approach ◽  
Machine Learning Approach ◽  
Development And Validation

A Machine Learning Approach for Predicting Sustained Remission in Rheumatoid Arthritis Patients on Biologic Agents

2021 ◽  
Vol Publish Ahead of Print ◽  
Author(s):  
Vincenzo Venerito ◽  
Orazio Angelini ◽  
Marco Fornaro ◽  
Fabio Cacciapaglia ◽  
Giuseppe Lopalco ◽  
...  
Keyword(s):  
Rheumatoid Arthritis ◽  
Machine Learning ◽  
Biologic Agents ◽  
Learning Approach ◽  
Sustained Remission ◽  
Machine Learning Approach

scholarly journals Defining Disease Phenotypes in Primary Care Electronic Health Records by a Machine Learning Approach: A Case Study in Identifying Rheumatoid Arthritis

PLoS ONE ◽  
2016 ◽  
Vol 11 (5) ◽  
pp. e0154515 ◽  
Author(s):  
Shang-Ming Zhou ◽  
Fabiola Fernandez-Gutierrez ◽  
Jonathan Kennedy ◽  
Roxanne Cooksey ◽  
Mark Atkinson ◽  
...  
Keyword(s):  
Rheumatoid Arthritis ◽  
Machine Learning ◽  
Primary Care ◽  
Electronic Health Records ◽  
Learning Approach ◽  
Health Records ◽  
Disease Phenotypes ◽  
Machine Learning Approach ◽  
Electronic Health

1552-P: Machine Learning Approach to Decision-Making for Initial Insulin Use in Japanese Patients with Type 2 Diabetes

Diabetes ◽  
2020 ◽  
Vol 69 (Supplement 1) ◽  
pp. 1552-P
Author(s):  
KAZUYA FUJIHARA ◽  
MAYUKO H. YAMADA ◽  
YASUHIRO MATSUBAYASHI ◽  
MASAHIKO YAMAMOTO ◽  
TOSHIHIRO IIZUKA ◽  
...  
Keyword(s):  
Machine Learning ◽  
Type 2 Diabetes ◽  
Decision Making ◽  
Japanese Patients ◽  
Learning Approach ◽  
Machine Learning Approach ◽  
Insulin Use

A Machine Learning Approach to Jet-Surface Interaction Noise Modeling

2020 ◽  
Author(s):  
Clifford A. Brown ◽  
Jonny Dowdall ◽  
Brian Whiteaker ◽  
Lauren McIntyre
Keyword(s):  
Machine Learning ◽  
Surface Interaction ◽  
Learning Approach ◽  
Noise Modeling ◽  
Machine Learning Approach
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