Generative AI Empowers Estimation of Brain Structure-Function Connectivity for Alzheimer's Disease

Junren Pan; Hongjie Jiang; Yanyan Shen; Xuhang Chen; Hongzhi Kuai; Sibo Qiao; Mufti Mahmud; Min Gan; Ning Zhong; Kevin Hung; Guanhua Ren; Shuqiang Wang

doi:10.1109/TCE.2026.3677415

Generative AI Empowers Estimation of Brain Structure-Function Connectivity for Alzheimer's Disease

Junren Pan
, Hongjie Jiang
, Yanyan Shen
, Xuhang Chen
, Hongzhi Kuai
, Sibo Qiao
, Mufti Mahmud
, Min Gan
, Ning Zhong
, Kevin Hung
, Guanhua Ren
, Shuqiang Wang

Electronic Engineering and Computer Science

Research output: Contribution to journal › Article › peer-review

Original language	English
Pages (from-to)	3781-3788
Number of pages	8
Journal	IEEE Transactions on Consumer Electronics
Volume	72
Issue number	2
DOIs	https://doi.org/10.1109/TCE.2026.3677415
Publication status	Published - May 2026

Keywords

Generative adversarial strategy
Collaborative mechanism
Incidence-aware transformer
Multi-modal brain image

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10.1109/TCE.2026.3677415

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title = "Generative AI Empowers Estimation of Brain Structure-Function Connectivity for Alzheimer's Disease",

keywords = "Generative adversarial strategy, Collaborative mechanism, Incidence-aware transformer, Multi-modal brain image",

author = "Junren Pan and Hongjie Jiang and Yanyan Shen and Xuhang Chen and Hongzhi Kuai and Sibo Qiao and Mufti Mahmud and Min Gan and Ning Zhong and Kevin Hung and Guanhua Ren and Shuqiang Wang",

year = "2026",

month = may,

doi = "10.1109/TCE.2026.3677415",

language = "English",

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T1 - Generative AI Empowers Estimation of Brain Structure-Function Connectivity for Alzheimer's Disease

AU - Pan, Junren

AU - Jiang, Hongjie

AU - Shen, Yanyan

AU - Chen, Xuhang

AU - Kuai, Hongzhi

AU - Qiao, Sibo

AU - Mahmud, Mufti

AU - Gan, Min

AU - Zhong, Ning

AU - Hung, Kevin

AU - Ren, Guanhua

AU - Wang, Shuqiang

PY - 2026/5

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KW - Generative adversarial strategy

KW - Collaborative mechanism

KW - Incidence-aware transformer

KW - Multi-modal brain image

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U2 - 10.1109/TCE.2026.3677415

DO - 10.1109/TCE.2026.3677415

M3 - Article

SN - 0098-3063

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EP - 3788

JO - IEEE Transactions on Consumer Electronics

JF - IEEE Transactions on Consumer Electronics

IS - 2

ER -

Generative AI Empowers Estimation of Brain Structure-Function Connectivity for Alzheimer's Disease

Keywords

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