Zobrazeno 1 - 10
of 391
pro vyhledávání: '"Nasrallah, Ilya M"'
Autor:
Yang, Zhijian, Wen, Junhao, Abdulkadir, Ahmed, Cui, Yuhan, Erus, Guray, Mamourian, Elizabeth, Melhem, Randa, Srinivasan, Dhivya, Govindarajan, Sindhuja T., Chen, Jiong, Habes, Mohamad, Masters, Colin L., Maruff, Paul, Fripp, Jurgen, Ferrucci, Luigi, Albert, Marilyn S., Johnson, Sterling C., Morris, John C., LaMontagne, Pamela, Marcus, Daniel S., Benzinger, Tammie L. S., Wolk, David A., Shen, Li, Bao, Jingxuan, Resnick, Susan M., Shou, Haochang, Nasrallah, Ilya M., Davatzikos, Christos
Disease heterogeneity has been a critical challenge for precision diagnosis and treatment, especially in neurologic and neuropsychiatric diseases. Many diseases can display multiple distinct brain phenotypes across individuals, potentially reflecting
Externí odkaz:
http://arxiv.org/abs/2301.10772
Autor:
Rashid, Tanweer, Liu, Hangfan, Ware, Jeffrey B., Li, Karl, Romero, Jose Rafael, Fadaee, Elyas, Nasrallah, Ilya M., Hilal, Saima, Bryan, R. Nick, Hughes, Timothy M., Davatzikos, Christos, Launer, Lenore, Seshadri, Sudha, Heckbert, Susan R., Habes, Mohamad
BACKGROUND AND PURPOSE: Deep learning has been demonstrated effective in many neuroimaging applications. However, in many scenarios, the number of imaging sequences capturing information related to small vessel disease lesions is insufficient to supp
Externí odkaz:
http://arxiv.org/abs/2209.13727
Autor:
Hwang, Gyujoon, Abdulkadir, Ahmed, Erus, Guray, Habes, Mohamad, Pomponio, Raymond, Shou, Haochang, Doshi, Jimit, Mamourian, Elizabeth, Rashid, Tanweer, Bilgel, Murat, Fan, Yong, Sotiras, Aristeidis, Srinivasan, Dhivya, Morris, John C., Marcus, Daniel, Albert, Marilyn S., Bryan, Nick R., Resnick, Susan M., Nasrallah, Ilya M., Davatzikos, Christos, Wolk, David A.
Neuroimaging biomarkers that distinguish between typical brain aging and Alzheimer's disease (AD) are valuable for determining how much each contributes to cognitive decline. Machine learning models can derive multi-variate brain change patterns rela
Externí odkaz:
http://arxiv.org/abs/2109.03723
Autor:
Yang, Zhijian, Nasrallah, Ilya M., Shou, Haochang, Wen, Junhao, Doshi, Jimit, Habes, Mohamad, Erus, Guray, Abdulkadir, Ahmed, Resnick, Susan M., Wolk, David, Davatzikos, Christos
Heterogeneity of brain diseases is a challenge for precision diagnosis/prognosis. We describe and validate Smile-GAN (SeMI-supervised cLustEring-Generative Adversarial Network), a novel semi-supervised deep-clustering method, which dissects neuroanat
Externí odkaz:
http://arxiv.org/abs/2102.12582
Autor:
Bashyam, Vishnu M., Doshi, Jimit, Erus, Guray, Srinivasan, Dhivya, Abdulkadir, Ahmed, Habes, Mohamad, Fan, Yong, Masters, Colin L., Maruff, Paul, Zhuo, Chuanjun, Völzke, Henry, Johnson, Sterling C., Fripp, Jurgen, Koutsouleris, Nikolaos, Satterthwaite, Theodore D., Wolf, Daniel H., Gur, Raquel E., Gur, Ruben C., Morris, John C., Albert, Marilyn S., Grabe, Hans J., Resnick, Susan M., Bryan, R. Nick, Wolk, David A., Shou, Haochang, Nasrallah, Ilya M., Davatzikos, Christos
Conventional and deep learning-based methods have shown great potential in the medical imaging domain, as means for deriving diagnostic, prognostic, and predictive biomarkers, and by contributing to precision medicine. However, these methods have yet
Externí odkaz:
http://arxiv.org/abs/2010.05355
Autor:
Rashid, Tanweer, Abdulkadir, Ahmed, Nasrallah, Ilya M., Ware, Jeffrey B., Liu, Hangfan, Spincemaille, Pascal, Romero, J. Rafael, Bryan, R. Nick, Heckbert, Susan R., Habes, Mohamad
Lobar cerebral microbleeds (CMBs) and localized non-hemorrhage iron deposits in the basal ganglia have been associated with brain aging, vascular disease and neurodegenerative disorders. Particularly, CMBs are small lesions and require multiple neuro
Externí odkaz:
http://arxiv.org/abs/2010.00148
Akademický článek
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Autor:
Zhou, Zhen, Li, Hongming, Srinivasan, Dhivya, Abdulkadir, Ahmed, Nasrallah, Ilya M., Wen, Junhao, Doshi, Jimit, Erus, Guray, Mamourian, Elizabeth, Bryan, Nick R., Wolk, David A., Beason-Held, Lori, Resnick, Susan M., Satterthwaite, Theodore D., Davatzikos, Christos, Shou, Haochang, Fan, Yong
Publikováno v:
In NeuroImage 1 April 2023 269
Autor:
Kern, Kyle C., Nasrallah, Ilya M., Bryan, Robert Nick, Reboussin, David M., Wright, Clinton B.
Publikováno v:
In NeuroImage: Clinical 2023 40
Akademický článek
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