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
  • [1] Novel Drugs for the Treatment of Pulmonary Arterial Hypertension: Where Are We Going?
    Alamri, Ayedh K. K.
    Ma, Christy L. L.
    Ryan, John J. J.
    DRUGS, 2023, 83 (07) : 577 - 585
  • [2] Newer approaches and novel drugs for inhalational therapy for pulmonary arterial hypertension
    Keshavarz, Ali
    Kadry, Hossam
    Alobaida, Ahmed
    Ahsan, Fakhrul
    EXPERT OPINION ON DRUG DELIVERY, 2020, 17 (04) : 439 - 461
  • [3] Novel Drugs for the Treatment of Pulmonary Arterial Hypertension: Where Are We Going?
    Ayedh K. Alamri
    Christy L. Ma
    John J. Ryan
    Drugs, 2023, 83 : 577 - 585
  • [4] Echocardiography in Pulmonary Arterial Hypertension Using Deep Learning Segmentation Algorithms
    Celestin, B. E.
    Bagherzadeh, S. P.
    Santana, E.
    Frost, M.
    Mathias, I.
    Sweatt, A. J.
    Zamanian, R.
    Hummel, Y.
    Sandros, M.
    Rendon, G. Gomez
    Salerno, M.
    Haddad, F.
    JOURNAL OF HEART AND LUNG TRANSPLANTATION, 2024, 43 (04): : S410 - S410
  • [5] Accelerometry As A Novel Method Of Functional Assessment In Pulmonary Arterial Hypertension
    Pugh, M. E.
    Buchowski, M. S.
    Robbins, I.
    Newman, J. H.
    Hemnes, A.
    AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2011, 183
  • [6] Exome Sequencing Reveals A Novel Snp In Uchl1 In Pulmonary Arterial Hypertension
    Gupta, A.
    Lynn, H. D.
    Nair, V.
    Gupta, G.
    Cordery, A.
    Patel, K.
    Kadakia, A.
    Knox, K. S.
    Larsen, B. T.
    Duarte, J.
    Rischard, F.
    Garcia, J. G. N.
    Yuan, J. X.
    Desai, A. A.
    AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2017, 195
  • [7] Finding the Target: In Silico and Genetic Screening for Mechanistically Novel Drugs in Pulmonary Arterial Hypertension
    Graham, Brian B.
    Yu, Paul B.
    AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2019, 199 (01) : 9 - 11
  • [8] Integrated bioinformatic analysis reveals the underlying molecular mechanism of and potential drugs tor pulmonary arterial hypertension
    Dong, Haoru
    Li, Xiuchun
    Cai, Mengsi
    Zhang, Chi
    Mao, Weiqi
    Wang, Ying
    Xu, Qian
    Chen, Mayun
    Wang, Liangxing
    Huang, Xiaoying
    AGING-US, 2021, 13 (10): : 14234 - 14257
  • [9] UTILITY OF DEEP LEARNING ALGORITHMS IN DIAGNOSING AND AUTOMATIC PROGNOSTICATION OF PULMONARY ARTERIAL HYPERTENSION BASED ON ROUTINE ECHOCARDIOGRAPHIC IMAGING
    Vidal, Maria Luisa Benesch
    Diller, Gerhard-Paul
    Kempny, Aleksander
    Li, Wei
    Dimopoulos, Konstantinos
    Wort, Stephen J.
    Gatzoulis, Michael
    JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2021, 77 (18) : 1670 - 1670
  • [10] Integrated bioinformatic analysis reveals YWHAB as a novel diagnostic biomarker for idiopathic pulmonary arterial hypertension
    Wang, Tao
    Zheng, Xuan
    Li, Ruidong
    Liu, Xintian
    Wu, Jinhua
    Zhong, Xiaodan
    Zhang, Wenjun
    Liu, Yujian
    He, Xingwei
    Liu, Wanjun
    Wang, Hongjie
    Zeng, Hesong
    JOURNAL OF CELLULAR PHYSIOLOGY, 2019, 234 (05) : 6449 - 6462