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A hybrid computational approach for efficient Alzheimer’s disease classification based on heterogeneous data
Ding, Xuemei, Bucholc, Magda, Wang, Haiying, Glass, David H., Wang, Hui, Clarke, Dave H., Bjourson, Anthony John, Dowey, Le Roy C., O’Kane, Maurice, Prasad, Girijesh, Maguire, Liam, Wong-Lin, KongFatt
Published in Scientific reports (27.06.2018)
Published in Scientific reports (27.06.2018)
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Journal Article
Estimation of fiber orientations using neighborhood information
Ye, Chuyang, Zhuo, Jiachen, Gullapalli, Rao P., Prince, Jerry L.
Published in Medical image analysis (01.08.2016)
Published in Medical image analysis (01.08.2016)
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Journal Article
Sex classification using long‐range temporal dependence of resting‐state functional MRI time series
Dhamala, Elvisha, Jamison, Keith W., Sabuncu, Mert R., Kuceyeski, Amy
Published in Human brain mapping (01.09.2020)
Published in Human brain mapping (01.09.2020)
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Journal Article
Data mining MR image features of select structures for lateralization of mesial temporal lobe epilepsy
Mahmoudi, Fariborz, Elisevich, Kost, Bagher-Ebadian, Hassan, Nazem-Zadeh, Mohammad-Reza, Davoodi-Bojd, Esmaeil, Schwalb, Jason M., Kaur, Manpreet, Soltanian-Zadeh, Hamid
Published in PloS one (01.08.2018)
Published in PloS one (01.08.2018)
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Journal Article
N-BiC: A Method for Multi-Component and Symptom Biclustering of Structural MRI Data: Application to Schizophrenia
Rahaman, Md Abdur, Turner, Jessica A., Gupta, Cota Navin, Rachakonda, Srinivas, Chen, Jiayu, Liu, Jingyu, van Erp, Theo G. M., Potkin, Steven, Ford, Judith, Mathalon, Daniel, Lee, Hyo Jong, Jiang, Wenhao, Mueller, Bryon A., Andreassen, Ole, Agartz, Ingrid, Sponheim, Scott R., Mayer, Andrew R., Stephen, Julia, Jung, Rex E., Canive, Jose, Bustillo, Juan, Calhoun, Vince D.
Published in IEEE transactions on biomedical engineering (01.01.2020)
Published in IEEE transactions on biomedical engineering (01.01.2020)
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Journal Article
Characterizing Lung Particulates Using Quantitative Microscopy in Coal Miners With Severe Pneumoconiosis
Hua, Jeremy T., Cool, Carlyne D., Lowers, Heather A., Go, Leonard H. T., Zell-Baran, Lauren M., Sarver, Emily A., Almberg, Kirsten S., Pang, Kathy D., Majka, Susan M., Franko, Angela D., Vorajee, Naseema I., Cohen, Robert A., Rose, Cecile S.
Published in Archives of pathology & laboratory medicine (1976) (01.03.2024)
Published in Archives of pathology & laboratory medicine (1976) (01.03.2024)
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Journal Article
Application of proximal sensing approach to predict cation exchange capacity of calcareous soils using linear and nonlinear data mining algorithms
Karami, Ali, Moosavi, Ali Akbar, Pourghasemi, Hamid Reza, Ronaghi, Abdolmajid, Ghasemi-Fasaei, Reza, Lado, Marcos
Published in Journal of soils and sediments (01.06.2024)
Published in Journal of soils and sediments (01.06.2024)
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Journal Article
White matter structure and derived network properties are used to predict the progression from mild cognitive impairment of older adults to Alzheimer’s disease
Jiaxuan Peng, Zheng, Guangying, Hu, Mengmeng, Zhang, Zihan, Yuan, Zhongyu, Xu, Yuyun, Shao, Yuan, Zhang, Yang, Sun, Xiaojun, Han, Lu, Gu, Xiaokai, Zhenyu Shu
Published in BMC geriatrics (19.08.2024)
Published in BMC geriatrics (19.08.2024)
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Journal Article
Preference matrix guided sparse canonical correlation analysis for mining brain imaging genetic associations in Alzheimer's disease
Sha, Jiahang, Bao, Jingxuan, Liu, Kefei, Yang, Shu, Wen, Zixuan, Wen, Junhao, Cui, Yuhan, Tong, Boning, Moore, Jason H., Saykin, Andrew J., Davatzikos, Christos, Long, Qi, Shen, Li
Published in Methods (San Diego, Calif.) (01.10.2023)
Published in Methods (San Diego, Calif.) (01.10.2023)
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Journal Article
Impairments in reinforcement learning do not explain enhanced habit formation in cocaine use disorder
Lim, T. V., Cardinal, R. N., Savulich, G., Jones, P. S., Moustafa, A. A., Robbins, T. W., Ersche, K. D.
Published in Psychopharmacology (01.08.2019)
Published in Psychopharmacology (01.08.2019)
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Journal Article
Alzheimer’s disease diagnosis from diffusion tensor images using convolutional neural networks
Marzban, Eman N., Eldeib, Ayman M., Yassine, Inas A., Kadah, Yasser M.
Published in PloS one (24.03.2020)
Published in PloS one (24.03.2020)
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Journal Article
The White Matter Functional Abnormalities in Patients with Transient Ischemic Attack: A Reinforcement Learning Approach
Ma, Huibin, Xie, Zhou, Huang, Lina, Gao, Yanyan, Zhan, Linlin, Hu, Su, Zhang, Jiaxi, Ding, Qingguo
Published in Journal of neural transplantation & plasticity (17.10.2022)
Published in Journal of neural transplantation & plasticity (17.10.2022)
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Journal Article
Disruption of the white matter structural network and its correlation with baseline progression rate in patients with sporadic amyotrophic lateral sclerosis
Li, Wenbin, Wei, Qianqian, Hou, Yanbing, Lei, Du, Ai, Yuan, Qin, Kun, Yang, Jing, Kemp, Graham J., Shang, Huifang, Gong, Qiyong
Published in Translational neurodegeneration (13.09.2021)
Published in Translational neurodegeneration (13.09.2021)
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Journal Article