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
  • [21] An ensemble technique to predict Parkinson's disease using machine learning algorithms
    Singh, Nutan
    Tripathi, Priyanka
    SPEECH COMMUNICATION, 2024, 159
  • [22] Prediction of dyskinesia in Parkinson's disease patients using machine learning algorithms
    Leal, Denisson Augusto Bastos
    Dias, Carla Michele Vieira
    Ramos, Rodrigo Pereira
    Brys, Ivani
    SCIENTIFIC REPORTS, 2023, 13 (01)
  • [23] Prediction of dyskinesia in Parkinson’s disease patients using machine learning algorithms
    Denisson Augusto Bastos Leal
    Carla Michele Vieira Dias
    Rodrigo Pereira Ramos
    Ivani Brys
    Scientific Reports, 13
  • [24] Machine learning methods for optimal prediction of motor outcome in Parkinson's disease
    Salmanpour, Mohammad R.
    Shamsaei, Mojtaba
    Saberi, Abdollah
    Klyuzhin, Ivan S.
    Tang, Jing
    Sossi, Vesna
    Rahmim, Arman
    PHYSICA MEDICA-EUROPEAN JOURNAL OF MEDICAL PHYSICS, 2020, 69 : 233 - 240
  • [25] Advancements in Parkinson's Disease Diagnosis: A Comprehensive Survey on Biomarker Integration and Machine Learning
    Pratihar, Ruchira
    Sankar, Ravi
    COMPUTERS, 2024, 13 (11)
  • [26] Assessing the reproducibility of machine-learning-based biomarker discovery in Parkinson's disease
    Ameli A.
    Peña-Castillo L.
    Usefi H.
    Computers in Biology and Medicine, 2024, 174
  • [27] Machine Learning Algorithms Applied to Telemetry Data of SCD-2 Brazilian Satellite
    Tavares, Isabela
    Oliveira, Junia Maisa
    Teixeira, Andre Ferreira
    Pereira, Marconi de Arruda
    Kakitani, Marcos Tomio
    Nogueira, Jose Marcos
    PROCEEDINGS OF THE 2022 LATIN AMERICA NETWORKING CONFERENCE, LANC 2022, 2022, : 50 - 57
  • [28] Testing machine learning algorithms to evaluate fluctuating and cognitive profiles in Parkinson's disease by motion sensors and EEG data
    Mostile, Giovanni
    Quattropani, Salvatore
    Contrafatto, Federico
    Terravecchia, Claudio
    Caci, Michelangelo Riccardo
    Chiara, Alessandra
    Cicero, Calogero Edoardo
    Donzuso, Giulia
    Nicoletti, Alessandra
    Zappia, Mario
    COMPUTATIONAL AND STRUCTURAL BIOTECHNOLOGY JOURNAL, 2025, 27 : 778 - 784
  • [29] The Use of Fluorescence Spectroscopic Data and Machine-Learning Algorithms to Discriminate Red Onion Cultivar and Breeding Line
    Sabanci, Kadir
    Aslan, Muhammet Fatih
    Slavova, Vanya
    Genova, Stefka
    AGRICULTURE-BASEL, 2022, 12 (10):
  • [30] Predicting Metamorphic Changes In Parkinson's Disease Patients Using Machine Learning Algorithms
    Mary, G. Prema Arokia
    Suganthi, N.
    Hema, M. S.
    Dharshini, M. Hari
    Vaishaali, K.
    Sri, M. Monika
    BIOSCIENCE BIOTECHNOLOGY RESEARCH COMMUNICATIONS, 2020, 13 (11): : 147 - 152
12345