Machine learning algorithms applied to digital biomarker data (iMotor) discriminate Parkinson's motor status

被引：0
|
作者：
Tsoulos, Ioannis [1 ]
Stavrakoudis, Athanassios [2 ]
Mitsi, Georgia [3 ]
Papapetropoulos, Spiridon [4 ]
机构：
[1] Technol Educ Inst Epirus, Dept Informat & Telecommun, Arta, Greece
[2] Univ Ioannina, Ioannina, Greece
[3] Apptomics Inc, Wellesley, MA USA
[4] Massachusetts Gen Hosp, Wellesley Hills, MA USA
来源：
NEUROLOGY | 2018年 / 90卷
关键词：
D O I：
暂无
中图分类号：
R74 [神经病学与精神病学];
学科分类号：
摘要：
P3.042
引用
收藏
页数：2
相关论文
共 50 条
  • [1] Machine learning algorithms applied to wildfire data in California's central valley
    Hernandez, Kassandra
    Hoskins, Aaron B.
    TREES FORESTS AND PEOPLE, 2024, 15
  • [2] Identification of Parkinson's Disease Using Machine Learning Algorithms
    Ulagamuthalvi, V
    Kulanthaivel, G.
    Reddy, G. Nikhil
    Venugopal, G.
    BIOSCIENCE BIOTECHNOLOGY RESEARCH COMMUNICATIONS, 2020, 13 (02): : 576 - 579
  • [3] Diagnosis of Parkinson's Disease Using Machine Learning Algorithms
    Thakur, Khushal
    Kapoor, Divneet Singh
    Singh, Kiran Jot
    Sharma, Anshul
    Malhotra, Janvi
    THIRD CONGRESS ON INTELLIGENT SYSTEMS, CIS 2022, VOL 1, 2023, 608 : 205 - 217
  • [4] Biomarker Discovery and Validation for Parkinson's Disease: A Machine Learning Approach
    Bazazeh, Dana
    Shubair, Raed M.
    Malik, Wasim Q.
    2016 INTERNATIONAL CONFERENCE ON BIO-ENGINEERING FOR SMART TECHNOLOGIES (BIOSMART), 2016,
  • [5] Transparent Machine Learning Algorithms for Explainable AI on Motor fMRI Data
    Marques dos Santos, Jose Diogo
    Machado, David
    Fortunato, Manuel
    BIOINFORMATICS AND BIOMEDICAL ENGINEERING, IWBBIO 2023, PT II, 2023, 13920 : 413 - 427
  • [6] Machine Learning Applied to Speech Recordings for Parkinson's Disease Recognition
    Aversano, Lerina
    Bernardi, Mario L.
    Cimitile, Marta
    Iammarino, Martina
    Madau, Antonella
    Verdone, Chiara
    DEEP LEARNING THEORY AND APPLICATIONS, DELTA 2023, 2023, 1875 : 101 - 114
  • [7] Early diagnosis of Parkinson's disease using machine learning algorithms
    Senturk, Zehra Karapinar
    MEDICAL HYPOTHESES, 2020, 138
  • [8] New machine-learning algorithms for prediction of Parkinson's disease
    Mandal, Indrajit
    Sairam, N.
    INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2014, 45 (03) : 647 - 666
  • [9] Co-evolution of machine learning and digital technologies to improve monitoring of Parkinson's disease motor symptoms
    Chandrabhatla, Anirudha S.
    Pomeraniec, I. Jonathan
    Ksendzovsky, Alexander
    NPJ DIGITAL MEDICINE, 2022, 5 (01)
  • [10] Co-evolution of machine learning and digital technologies to improve monitoring of Parkinson’s disease motor symptoms
    Anirudha S. Chandrabhatla
    I. Jonathan Pomeraniec
    Alexander Ksendzovsky
    npj Digital Medicine, 5
12345