Epigenetic machine learning: utilizing DNA methylation patterns to predict spastic cerebral palsy

被引：0
|
作者：
Erin L. Crowgey
Adam G. Marsh
Karyn G. Robinson
Stephanie K. Yeager
Robert E. Akins
机构：
[1] Nemours - Alfred I. duPont Hospital for Children,Nemours Biomedical Research
[2] Genome Profiling LLC,Center for Bioinformatics and Computational Biology and The School of Marine Science and Policy
[3] University of Delaware,undefined
来源：
BMC Bioinformatics | / 19卷
关键词：
Cerebral palsy; Epigenetic biomarkers; DNA methylation; Genomics; Computational statistics;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
  • [1] Epigenetic machine learning: utilizing DNA methylation patterns to predict spastic cerebral palsy
    Crowgey, Erin L.
    Marsh, Adam G.
    Robinson, Karyn G.
    Yeager, Stephanie K.
    Akins, Robert E.
    BMC BIOINFORMATICS, 2018, 19
  • [2] Building an 'epigenetic clock': Utilizing DNA methylation patterns to predict age in fish
    Strand, Emma
    Wanamaker, Shelly
    McBride, Richard
    Bodnar, An-drea
    O'Donnell, Tim
    INTEGRATIVE AND COMPARATIVE BIOLOGY, 2024, 64 : S492 - S492
  • [3] Application of supervised machine learning algorithms in the classification of sagittal gait patterns of cerebral palsy children with spastic diplegia
    Zhang, Yanxin
    Ma, Ye
    COMPUTERS IN BIOLOGY AND MEDICINE, 2019, 106 : 33 - 39
  • [4] Advancing epigenetic profiling in cervical cancer: machine learning techniques for classifying DNA methylation patterns
    Apporva, Vikas
    Handa, Vikas
    Batra, Shalini
    Arora, Vinay
    3 BIOTECH, 2024, 14 (11)
  • [5] Gait patterns in children with hemiplegic spastic cerebral palsy
    Hullin, MG
    Robb, JE
    Loudon, IR
    JOURNAL OF PEDIATRIC ORTHOPAEDICS-PART B, 1996, 5 (04): : 247 - 251
  • [6] DNA Methylation Analysis Reveals Distinct Patterns in Satellite Cell-Derived Myogenic Progenitor Cells of Subjects with Spastic Cerebral Palsy
    Robinson, Karyn G.
    Marsh, Adam G.
    Lee, Stephanie K.
    Hicks, Jonathan
    Romero, Brigette
    Batish, Mona
    Crowgey, Erin L.
    Shrader, M. Wade
    Akins, Robert E.
    JOURNAL OF PERSONALIZED MEDICINE, 2022, 12 (12):
  • [7] DNA methylation patterns and epigenetic memory
    Bird, A
    GENES & DEVELOPMENT, 2002, 16 (01) : 6 - 21
  • [8] MOST FREQUENT GAIT PATTERNS IN DIPLEGIC SPASTIC CEREBRAL PALSY
    de Morais Filho, Mauro Cesar
    Kawamura, Catia Miyuki
    Fernandes Lopes, Jose Augusto
    Neves, Daniella Lins
    Cardoso, Michelle de Oliveira
    Caiafa, Jordana Brandao
    ACTA ORTOPEDICA BRASILEIRA, 2014, 22 (04): : 197 - 201
  • [9] GAIT PATTERNS IN SPASTIC HEMIPLEGIA SECONDARY TO CEREBRAL-PALSY
    WINTERS, TF
    GAGE, JR
    DEVELOPMENTAL MEDICINE AND CHILD NEUROLOGY, 1985, 27 (01): : 105 - 106
  • [10] A machine learning approach utilizing DNA methylation as a classifier for Pulmonary Tuberculosis screening
    Le, Nhat Thong
    Do, Thi Thu Hien
    Duong, Doan Minh Trung
    Tran, Dong Hong Ngoc
    Huynh, Thuc Quyen
    Huynh, Khon
    Nguyen, Phuong Thao
    Le, Minh Thong
    Nguyen, Thi Thu Hoai
    GENE REPORTS, 2024, 36
12345