Crowdsourced estimation of cognitive decline and resilience in Alzheimer's disease

نویسندگان

  • Genevera I. Allen
  • Nicola Amoroso
  • Catalina Anghel
  • Venkat Balagurusamy
  • Christopher J. Bare
  • Derek Beaton
  • Roberto Bellotti
  • David A. Bennett
  • Kevin L. Boehme
  • Paul C. Boutros
  • Laura Caberlotto
  • Cristian Caloian
  • Frederick Campbell
  • Elias Chaibub Neto
  • Yu-Chuan Chang
  • Beibei Chen
  • Chien-Yu Chen
  • Ting-Ying Chien
  • Tim Clark
  • Sudeshna Das
  • Christos Davatzikos
  • Jieyao Deng
  • Donna Dillenberger
  • Richard J.B. Dobson
  • Qilin Dong
  • Jimit Doshi
  • Denise Duma
  • Rosangela Errico
  • Guray Erus
  • Evan Everett
  • David W. Fardo
  • Stephen H. Friend
  • Holger Fröhlich
  • Jessica Gan
  • Peter St George-Hyslop
  • Satrajit S. Ghosh
  • Enrico Glaab
  • Robert C. Green
  • Yuanfang Guan
  • Ming-Yi Hong
  • Chao Huang
  • Jinseub Hwang
  • Joseph Ibrahim
  • Paolo Inglese
  • Anandhi Iyappan
  • Qijia Jiang
  • Yuriko Katsumata
  • John S.K. Kauwe
  • Arno Klein
  • Dehan Kong
  • Roland Krause
  • Emilie Lalonde
  • Mario Lauria
  • Eunjee Lee
  • Xihui Lin
  • Zhandong Liu
  • Julie Livingstone
  • Benjamin A. Logsdon
  • Simon Lovestone
  • Tsung-wei Ma
  • Ashutosh Malhotra
  • Lara M. Mangravite
  • Taylor J. Maxwell
  • Emily Merrill
  • John Nagorski
  • Aishwarya Namasivayam
  • Manjari Narayan
  • Mufassra Naz
  • Stephen J. Newhouse
  • Thea C. Norman
  • Ramil N. Nurtdinov
  • Yen-Jen Oyang
  • Yudi Pawitan
  • Shengwen Peng
  • Mette A. Peters
  • Stephen R. Piccolo
  • Paurush Praveen
  • Corrado Priami
  • Veronica Y. Sabelnykova
  • Philipp Senger
  • Xia Shen
  • Andrew Simmons
  • Aristeidis Sotiras
  • Gustavo Stolovitzky
  • Sabina Tangaro
  • Andrea Tateo
  • Yi-An Tung
  • Nicholas J. Tustison
  • Erdem Varol
  • George Vradenburg
  • Michael W. Weiner
  • Guanghua Xiao
  • Lei Xie
  • Yang Xie
  • Jia Xu
  • Hojin Yang
  • Xiaowei Zhan
  • Yunyun Zhou
  • Fan Zhu
  • Hongtu Zhu
  • Shanfeng Zhu
چکیده

Identifying accurate biomarkers of cognitive decline is essential for advancing early diagnosis and prevention therapies in Alzheimer's disease. The Alzheimer's disease DREAM Challenge was designed as a computational crowdsourced project to benchmark the current state-of-the-art in predicting cognitive outcomes in Alzheimer's disease based on high dimensional, publicly available genetic and structural imaging data. This meta-analysis failed to identify a meaningful predictor developed from either data modality, suggesting that alternate approaches should be considered for prediction of cognitive performance.

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عنوان ژورنال:
  • Alzheimer's & Dementia

دوره 12  شماره 

صفحات  -

تاریخ انتشار 2016