Machine Learning and Electronic Health Records: A Paradigm Shift

被引：31
|
作者：
Adkins, Daniel E. [1 ,2 ]
机构：
[1] Univ Utah, Dept Psychiat, Salt Lake City, UT 84112 USA
[2] Univ Utah, Dept Sociol, Salt Lake City, UT 84112 USA
来源：
AMERICAN JOURNAL OF PSYCHIATRY | 2017年 / 174卷 / 02期
关键词：
D O I：
10.1176/appi.ajp.2016.16101169
中图分类号：
R749 [精神病学];
学科分类号：
100205 ;
摘要：
引用
收藏
页码：93 / 94
页数：2
相关论文
共 50 条
  • [21] Ensemble machine learning methods in screening electronic health records: A scoping review
    Stevens, Christophe A. T.
    Lyons, Alexander R. M.
    Dharmayat, Kanika, I
    Mahani, Alireza
    Ray, Kausik K.
    Vallejo-Vaz, Antonio J.
    Sharabiani, Mansour T. A.
    DIGITAL HEALTH, 2023, 9
  • [22] Machine learning for suicide risk prediction in children and adolescents with electronic health records
    Chang Su
    Robert Aseltine
    Riddhi Doshi
    Kun Chen
    Steven C. Rogers
    Fei Wang
    Translational Psychiatry, 10
  • [23] Predicting the Risk of Inpatient Hypoglycemia With Machine Learning Using Electronic Health Records
    Ruan, Yue
    Bellot, Alexis
    Moysova, Zuzana
    Tan, Garry D.
    Lumb, Alistair
    Davies, Jim
    van der Schaar, Mihaela
    Rea, Rustam
    DIABETES CARE, 2020, 43 (07) : 1504 - 1511
  • [24] Using Electronic Health Records and Machine Learning to Predict Incident Psychiatric Hospitalization
    DeFerio, Joseph
    Banerjee, Samprit
    Alexopoulos, George
    Pathak, Jyotishman
    BIOLOGICAL PSYCHIATRY, 2020, 87 (09) : S68 - S69
  • [25] Postprediction Inference for Clinical Characteristics Extracted With Machine Learning on Electronic Health Records
    Sondhi, Arjun
    Rich, Alexander S.
    Wang, Siruo
    Leek, Jeffery T.
    JCO CLINICAL CANCER INFORMATICS, 2023, 7 : e2200174
  • [26] Postprediction Inference for Clinical Characteristics Extracted With Machine Learning on Electronic Health Records
    Sondhi, Arjun
    Rich, Alexander S.
    Wang, Siruo
    Leek, Jeffery T.
    JCO CLINICAL CANCER INFORMATICS, 2023, 7
  • [27] Machine learning identifies long COVID patterns from electronic health records
    Nature Medicine, 2023, 29 : 47 - 48
  • [28] Individualized melanoma risk prediction using machine learning with electronic health records
    Wan, G.
    Nguyen, N.
    Yan, B.
    Khattab, S.
    Estiri, H.
    Semenov, Y.
    JOURNAL OF INVESTIGATIVE DERMATOLOGY, 2024, 144 (08) : S35 - S35
  • [29] Predicting Cardiovascular Disease in Psychiatric Patients: Machine Learning with Electronic Health Records
    Bernstorff, M.
    Danielsen, A.
    Dinesen, S.
    EUROPEAN PSYCHIATRY, 2022, 65 : S678 - S678
  • [30] Machine learning for suicide risk prediction in children and adolescents with electronic health records
    Su, Chang
    Aseltine, Robert
    Doshi, Riddhi
    Chen, Kun
    Rogers, Steven C.
    Wang, Fei
    TRANSLATIONAL PSYCHIATRY, 2020, 10 (01)
12345