A machine learning approach for gene prioritization in Parkinson's disease

被引:0
|
作者
Lanore, Aymeric [1 ,2 ]
Basset, Aymeric [1 ]
Lesage, Suzanne [1 ]
机构
[1] Sorbonne Univ, Paris Brain Inst, Inst Cerveau, ICM,Inserm,CNRS, Paris, France
[2] Hop La Pitie Salpetriere, AP HP, Dept Neurol, CIC Neurosci, Paris, France
关键词
D O I
10.1093/brain/awae043
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
This scientific commentary refers to 'Machine learning nominates the inositol pathway and novel genes in Parkinson's disease' by Yu et al. (https://doi.org/10.1093/brain/awad345).
引用
收藏
页码:743 / 745
页数:3
相关论文
共 50 条
  • [21] Identification of Parkinson’s disease from speech signal using machine learning approach
    Nayak S.S.
    Darji A.D.
    Shah P.K.
    International Journal of Speech Technology, 2023, 26 (04) : 981 - 990
  • [22] A Machine Learning approach for Early Detection of Parkinson's Disease Using acoustic traces
    Aversano, Lerina
    Bernardi, Mario Luca
    Cimitile, Marta
    Iammarino, Martina
    Montano, Debora
    Verdone, Chiara
    2022 IEEE CONFERENCE ON EVOLVING AND ADAPTIVE INTELLIGENT SYSTEMS (IEEE EAIS 2022), 2022,
  • [23] Improving fall prediction in Parkinson's disease: A machine-learning-based approach
    Panyakaew, P.
    Pornputtapong, N.
    Bhidayasiri, R.
    MOVEMENT DISORDERS, 2020, 35 : S306 - S307
  • [24] Exploring the Potential Imaging Biomarkers for Parkinson's Disease Using Machine Learning Approach
    Mushta, Illia
    Koks, Sulev
    Popov, Anton
    Lysenko, Oleksandr
    BIOENGINEERING-BASEL, 2025, 12 (01):
  • [25] Ensemble Machine Learning Approach for Parkinson's Disease Detection Using Speech Signals
    Bukhari, Syed Nisar Hussain
    Ogudo, Kingsley A.
    MATHEMATICS, 2024, 12 (10)
  • [26] An Efficient Machine Learning Approach for Diagnosing Parkinson's Disease by Utilizing Voice Features
    Rana, Arti
    Dumka, Ankur
    Singh, Rajesh
    Rashid, Mamoon
    Ahmad, Nazir
    Panda, Manoj Kumar
    ELECTRONICS, 2022, 11 (22)
  • [27] A machine learning approach to predict quality of life changes in patients with Parkinson's Disease
    Alexander, Tyler D.
    Nataraj, Chandrasekhar
    Wu, Chengyuan
    ANNALS OF CLINICAL AND TRANSLATIONAL NEUROLOGY, 2023, 10 (03): : 312 - 320
  • [28] Can Gut Microbiota Be a Good Predictor for Parkinson's Disease? A Machine Learning Approach
    Pietrucci, Daniele
    Teofani, Adelaide
    Unida, Valeria
    Cerroni, Rocco
    Biocca, Silvia
    Stefani, Alessandro
    Desideri, Alessandro
    BRAIN SCIENCES, 2020, 10 (04)
  • [29] Machine Learning Approach to Optimizing Combined Stimulation and Medication Therapies for Parkinson's Disease
    Shamir, Reuben R.
    Dolber, Trygve
    Noecker, Angela M.
    Walter, Benjamin L.
    McIntyre, Cameron C.
    BRAIN STIMULATION, 2015, 8 (06) : 1025 - 1032
  • [30] A Machine Learning Approach to Software Requirements Prioritization
    Perini, Anna
    Susi, Angelo
    Avesani, Paolo
    IEEE TRANSACTIONS ON SOFTWARE ENGINEERING, 2013, 39 (04) : 445 - 461