Predicting Drug–Side Effect Relationships From Parametric Knowledge Embedded in Biomedical BERT Models: Methodological Study With a Natural Language Processing Approach
Predicting Drug–Side Effect Relationships From Parametric Knowledge Embedded in Biomedical BERT Models: Methodological Study With a Natural Language Processing Approach
Woohyuk Jeon
1
* ;
Minjae Park
1
* ;
Doyeon An
1
, MPH ;
Wonshik Nam
1
;
Ju-Young Shin
2
, PhD ;
Seunghee Lee
3
, PhD ;
Suehyun Lee
1
, PhD
1
Department of Computer Engineering, College of IT Convergence, Gachon University, Seongnam, Republic of Korea
2
School of Pharmacy, Sungkyunkwan University, Suwon, Republic of Korea
3
Konyang Medical Data Research Group, Konyang University Hospital, Daejeon, Republic of Korea
*these authors contributed equally
Corresponding Author:
-
Suehyun Lee, PhD
-
Department of Computer Engineering
-
College of IT Convergence, Gachon University
-
AI·Engineering Building, 317A, 1342 Seongnam-daero, Sujeong-gu, Seongnam-si, Gyeonggi-do
-
Seongnam 13120
-
Republic of Korea
-
Phone:
82 010-9012-9364
-
Fax: 82 031-750-5333
-
Email: leesh@gachon.ac.kr