Transformer Based Deep Learning Method Reveals Novel Drugs and Comorbidity Associations in Pulmonary Arterial Hypertension

被引:0
|
作者
Kolli, V. [1 ]
Gomez-Arroyo, J. [2 ]
Gu, M. [3 ]
Elwing, J. M. [4 ]
Jegga, A. [5 ]
Sarangdhar, M. [5 ]
机构
[1] Cincinnati Childrens Hosp, Biomed Informat, Cincinnati, OH USA
[2] Univ Cincinnati, Pulm & Crit Care, Cincinnati, OH USA
[3] Cincinnati Childrens Hosp Med Ctr, Pediat, Cincinnati, OH USA
[4] Univ Cincinnati, Pulm CCM & Sleep, Cincinnati, OH USA
[5] Cincinnati Childrens Hosp Med Ctr, Biomed Informat, Cincinnati, OH USA
关键词
D O I
暂无
中图分类号
R4 [临床医学];
学科分类号
1002 ; 100602 ;
摘要
A7464
引用
收藏
页数:2
相关论文
共 50 条
  • [41] A novel deep learning based method for myocardial strain quantification
    Bernardo, Agustin
    Mato, German
    Calandrelli, Matias
    Medus, Jorgelina
    Curiale, Ariel
    BIOMEDICAL PHYSICS & ENGINEERING EXPRESS, 2025, 11 (01):
  • [42] A Novel Multimode Fault Classification Method Based on Deep Learning
    Zhou F.
    Gao Y.
    Wen C.
    Gao, Yulin (gaoyulinhn@163.com), 1600, Hindawi Limited, 410 Park Avenue, 15th Floor, 287 pmb, New York, NY 10022, United States (2017):
  • [43] A novel method based on deep learning for aligned fingerprints matching
    Yonghong Liu
    Baicun Zhou
    Congying Han
    Tiande Guo
    Jin Qin
    Applied Intelligence, 2020, 50 : 397 - 416
  • [44] A novel method based on deep learning for aligned fingerprints matching
    Liu, Yonghong
    Zhou, Baicun
    Han, Congying
    Guo, Tiande
    Qin, Jin
    APPLIED INTELLIGENCE, 2020, 50 (02) : 397 - 416
  • [45] A novel deep learning based hippocampus subfield segmentation method
    Manjon, Jose, V
    Romero, Jose E.
    Coupe, Pierrick
    SCIENTIFIC REPORTS, 2022, 12 (01)
  • [46] Generating headlines for Turkish news texts with transformer architecture based deep learning method
    Karaca, Abdulkadir
    Aydin, Ozlem
    JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY, 2024, 39 (01): : 485 - 495
  • [47] An Adaptive Control Method for Arterial Signal Coordination Based on Deep Reinforcement Learning
    Chen, Peng
    Zhu, Zemao
    Lu, Guangquan
    2019 IEEE INTELLIGENT TRANSPORTATION SYSTEMS CONFERENCE (ITSC), 2019, : 3553 - 3558
  • [48] A novel deep learning method with partly explainable: Intelligent milling tool wear prediction model based on transformer informed physics
    Hao, Caihua
    Mao, Xinyong
    Ma, Tao
    He, Songping
    Li, Bin
    Liu, Hongqi
    Peng, Fangyu
    Zhang, Lei
    ADVANCED ENGINEERING INFORMATICS, 2023, 57
  • [49] A claims-based, machine-learning algorithm to identify patients with pulmonary arterial hypertension
    Hyde, Bethany
    Paoli, Carly J.
    Panjabi, Sumeet
    Bettencourt, Katherine C.
    Lynum, Karimah S. Bell S.
    Selej, Mona
    PULMONARY CIRCULATION, 2023, 13 (02)
  • [50] Novel deep-learning method based on LSA-Transformer for fault detection and its implementation in penicillin fermentation process
    Xie, Ying
    Lu, Zhenjie
    MEASUREMENT, 2024, 235