Insideout project: Using big data and machine learning for prevention in psychiatry

被引：10
|
作者：
Nastro, F. Fiori [1 ]
Croce, D. [2 ]
Schmidt, S. [3 ]
Basili, R. [4 ]
Schultze-Lutter, F. [5 ]
机构：
[1] Univ Roma Tor Vergata, Dept Syst Med, Rome, Italy
[2] Univ Roma Tor Vergata, Dept Enterprise Engn, Rome, Italy
[3] Univ Bern, Clin Psychol & Psychotherapy, Bern, Switzerland
[4] Univ Roma Tor Vergata, Dept Enterprise Engn, Rome, Italy
[5] Heinrich Heine Univ, Dept Psychiat & Psychotherapy, Dusseldorf, Germany
来源：
EUROPEAN PSYCHIATRY | 2021年 / 64卷
关键词：
distress; prevention; machine learning; e-mental health;
D O I：
10.1192/j.eurpsy.2021.919
中图分类号：
R749 [精神病学];
学科分类号：
100205 ;
摘要：
EPP0570
引用
收藏
页码：S343 / S343
页数：1
相关论文
共 50 条
  • [1] Machine learning and big data in psychiatry: toward clinical applications
    Rutledge, Robb B.
    Chekroud, Adam M.
    Huys, Quentin J. M.
    CURRENT OPINION IN NEUROBIOLOGY, 2019, 55 : 152 - 159
  • [2] Comparative Evaluation of Machine Learning Strategies for Analyzing Big Data in Psychiatry
    Cao, Han
    Meyer-Lindenberg, Andreas
    Schwarz, Emanuel
    INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2018, 19 (11)
  • [3] Machine learning and big data: Implications for disease modeling and therapeutic discovery in psychiatry
    Tai, Andy M. Y.
    Albuquerque, Alcides
    Carmona, Nicole E.
    Subramanieapillai, Mehala
    Cha, Danielle S.
    Sheko, Margarita
    Lee, Yena
    Mansur, Rodrigo
    McIntyre, Roger S.
    ARTIFICIAL INTELLIGENCE IN MEDICINE, 2019, 99
  • [4] Mining Project Failure Indicators From Big Data Using Machine Learning Mixed Methods
    Strang, Kenneth David
    Vajjhala, Narasimha Rao
    INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY PROJECT MANAGEMENT, 2023, 14 (01) : 1 - 24
  • [5] Implementing Scalable Structured Machine Learning for Big Data in the SAKE Project
    Bin, Simon
    Westphal, Patrick
    Lehmann, Jens
    Ngonga, Axel
    2017 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA), 2017, : 1400 - 1407
  • [6] A Review on Machine Learning Big Data using R
    Prakash, M.
    Padmapriya, G.
    Kumar, M. Vinoth
    PROCEEDINGS OF THE 2018 SECOND INTERNATIONAL CONFERENCE ON INVENTIVE COMMUNICATION AND COMPUTATIONAL TECHNOLOGIES (ICICCT), 2018, : 1873 - 1877
  • [7] Big Data Analytics using Machine Learning Techniques
    Mittal, Shweta
    Sangwan, Om Prakash
    2019 9TH INTERNATIONAL CONFERENCE ON CLOUD COMPUTING, DATA SCIENCE & ENGINEERING (CONFLUENCE 2019), 2019, : 203 - 207
  • [8] Students' Orientation Using Machine Learning and Big Data
    Ouatik, Farouk
    Erritali, Mohammed
    Ouatik, Fahd
    Jourhmane, Mostafa
    INTERNATIONAL JOURNAL OF ONLINE AND BIOMEDICAL ENGINEERING, 2021, 17 (01) : 111 - 119
  • [9] Big Data Platform Configuration Using Machine Learning
    Yeh, Chao-Chun
    Lu, Han-Lin
    Zhou, Jiazheng
    Chang, Sheng-An
    Lin, Xuan-Yi
    Sun, Yi-Chiao
    Huang, Shih-Kun
    JOURNAL OF INFORMATION SCIENCE AND ENGINEERING, 2020, 36 (03) : 469 - 493
  • [10] Machine Learning in Big Data
    Wang, Lidong
    Alexander, Cheryl Ann
    INTERNATIONAL JOURNAL OF MATHEMATICAL ENGINEERING AND MANAGEMENT SCIENCES, 2016, 1 (02) : 52 - 61
12345