Neurodegenerative Diseases and Mental Health in the Elderly .
发布时间: 2024-11-15 16:11:47 作者: 来源:

Topic:  Neurodegenerative Diseases and Mental Health in the Elderly 


Moderator: Qiao Wen, Post.doc



Speaker 1: Baoshuai Zhang, Ph.D. Candidate
Supervisor: Prof. Qiyong Gong



Speaker 2: Shihan Tian, M.Med. Candidate
Supervisor: Prof. Na Hu; Prof. Xiaohe Tian



Date: 25/11/2024, 14:00

Location: The lab of HMRRC (10011, the 8th Teaching Building)


Speaker 1: Baoshuai Zhang, Ph.D. Candidate

Title: Multimodal brain connectome-based prediction of suicide risk in people with late-life depression


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Keypoints:

  • Question: Could multimodal brain connectivity capture individual differences in suicide risk among latelife depression patients?
  • Hypothesis: The functional and structural network would predict individual suicide risk scores among LLD patients using several suicide behavior questionnaires. 
  • Methods:  To predict the suicide risk using functional connectivity (FC) and structural connectivity (SC) , the connectome-based predictive modelling (CPM) method was used. To formally test the predictive strength of the identified FC and SC profiles, a machine learning method was employed to derive the prediction accuracy of the models. 
  • Meaning: The brain connectome models can predict suicide risk in LLD patients. The FC and SC profiles improved the classification accuracy when distinguishing LLD patients with higher suicide risk from those with lower suicide risk.



Speaker 2: Shihan Tian, M.Med. Candidate

Title: Imaging beta amyloid aggregation and iron accumulation in Alzheimer's disease using quantitative susceptibility mapping MR


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Keypoints:



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