Research ArticleAdult Brain
Open Access
Development and Validation of a Deep Learning–Based Automatic Brain Segmentation and Classification Algorithm for Alzheimer Disease Using 3D T1-Weighted Volumetric Images
C.H. Suh, W.H. Shim, S.J. Kim, J.H. Roh, J.-H. Lee, M.-J. Kim, S. Park, W. Jung, J. Sung, G.-H. Jahng, and for the Alzheimer’s Disease Neuroimaging Initiative
American Journal of Neuroradiology December 2020, 41 (12) 2227-2234; DOI: https://doi.org/10.3174/ajnr.A6848
C.H. Suh
aFrom the Department of Radiology and Research Institute of Radiology (C.H.S., W.H.S., S.J.K.)
W.H. Shim
aFrom the Department of Radiology and Research Institute of Radiology (C.H.S., W.H.S., S.J.K.)
S.J. Kim
aFrom the Department of Radiology and Research Institute of Radiology (C.H.S., W.H.S., S.J.K.)
J.H. Roh
bDepartment of Neurology (J.H.R., J.-H.L.)
dDepartment of Physiology (J.H.R.), Korea University College of Medicine, Seoul, Republic of Korea
J.-H. Lee
bDepartment of Neurology (J.H.R., J.-H.L.)
M.-J. Kim
cHealth Screening and Promotion Center (M.-J.K.), Asan Medical Center, Seoul, Republic of Korea
S. Park
eVUNO Inc (S.P., W.J., J.S.), Seoul, Republic of Korea
W. Jung
eVUNO Inc (S.P., W.J., J.S.), Seoul, Republic of Korea
J. Sung
eVUNO Inc (S.P., W.J., J.S.), Seoul, Republic of Korea
G.-H. Jahng,
fDepartment of Radiology (G.-H.J.), Kyung Hee University Hospital at Gangdong, College of Medicine, Kyung Hee University, Seoul, Republic of Korea
References
- 1.↵
- Petersen RC,
- Negash S
- 2.↵
- Dubois B,
- Feldman HH,
- Jacova C, et al
- 3.↵
- McKhann GM,
- Knopman DS,
- Chertkow H, et al
- 4.↵
- 5.↵
- 6.↵
- 7.↵
- Albert MS,
- DeKosky ST,
- Dickson D, et al
- 8.↵
- Sperling RA,
- Aisen PS,
- Beckett LA, et al
- 9.↵
- Jack CR Jr.,
- Albert MS,
- Knopman DS, et al
- 10.↵
- McEvoy LK,
- Fennema-Notestine C,
- Roddey JC, et al
- 11.↵
- Colliot O,
- Chetelat G,
- Chupin M, et al
- 12.↵
- 13.↵
- 14.↵
- Spasov S,
- Passamonti L,
- Duggento A, et al
- 15.↵
- Mueller SG,
- Weiner MW,
- Thal LJ, et al
- 16.↵
- Li W,
- Wang G,
- Fidon L, et al
- 17.↵
- Roth HR,
- Lu L,
- Seff A, et al
- 18.↵
- He K,
- Zhang X,
- Ren S, et al
- 19.↵
- Veit A,
- Wilber M,
- Belongie S
- 20.↵
- Luo W,
- Li Y,
- Urtasun R, et al
- 21.↵
- Kingma DP,
- Ba J
- 22.↵
- Chen T,
- Guestrin C
- 23.↵
- Strumbelj E,
- Kononeko I
- 24.↵
- DeLong ER,
- DeLong DM,
- Clarke-Pearson DL
- 25.↵
- Youden WJ
- 26.↵
- Dale AM,
- Fischl B,
- Sereno MI
- 27.↵
- 28.↵
- 29.↵
- 30.↵
- Dimitriadis SI,
- Liparas D,
- Tsolanki MN, et al
- 31.↵
- 32.↵
- 33.↵
In this issue
American Journal of Neuroradiology
Vol. 41, Issue 12
1 Dec 2020
Advertisement
Development and Validation of a Deep Learning–Based Automatic Brain Segmentation and Classification Algorithm for Alzheimer Disease Using 3D T1-Weighted Volumetric Images
C.H. Suh, W.H. Shim, S.J. Kim, J.H. Roh, J.-H. Lee, M.-J. Kim, S. Park, W. Jung, J. Sung, G.-H. Jahng,, for the Alzheimer’s Disease Neuroimaging Initiative
American Journal of Neuroradiology Dec 2020, 41 (12) 2227-2234; DOI: 10.3174/ajnr.A6848
Development and Validation of a Deep Learning–Based Automatic Brain Segmentation and Classification Algorithm for Alzheimer Disease Using 3D T1-Weighted Volumetric Images
C.H. Suh, W.H. Shim, S.J. Kim, J.H. Roh, J.-H. Lee, M.-J. Kim, S. Park, W. Jung, J. Sung, G.-H. Jahng,, for the Alzheimer’s Disease Neuroimaging Initiative
American Journal of Neuroradiology Dec 2020, 41 (12) 2227-2234; DOI: 10.3174/ajnr.A6848
Jump to section
Related Articles
Cited By...
- No citing articles found.
This article has been cited by the following articles in journals that are participating in Crossref Cited-by Linking.
- Gagandeep Kaur, Ritesh Sinha, Puneet Kumar Tiwari, Srijan Kumar Yadav, Prabhash Pandey, Rohit Raj, Anshu Vashisth, Manik RakhraNeuroscience Informatics 2022 2 3
- Cristina L. Saratxaga, Iratxe Moya, Artzai Picón, Marina Acosta, Aitor Moreno-Fernandez-de-Leceta, Estibaliz Garrote, Arantza Bereciartua-PerezJournal of Personalized Medicine 2021 11 9
- Renjie Li, Xinyi Wang, Katherine Lawler, Saurabh Garg, Quan Bai, Jane AltyJournal of Biomedical Informatics 2022 127
- Sheng Liu, Arjun V. Masurkar, Henry Rusinek, Jingyun Chen, Ben Zhang, Weicheng Zhu, Carlos Fernandez-Granda, Narges RazavianScientific Reports 2022 12 1
- Yachen Shi, Linhai Zhang, Zan Wang, Xiang Lu, Tao Wang, Deyu Zhou, Zhijun ZhangACS Chemical Neuroscience 2021 12 15
- Hugh G. Pemberton, Lara A. M. Zaki, Olivia Goodkin, Ravi K. Das, Rebecca M. E. Steketee, Frederik Barkhof, Meike W. VernooijNeuroradiology 2021 63 11
- Ho Young Park, Chae Ri Park, Chong Hyun Suh, Woo Hyun Shim, Sang Joon KimEuropean Radiology 2021 31 12
- Soo-Jin Lim, Zoonky Lee, Lee-Nam Kwon, Hong-Woo ChunInternational Journal of Environmental Research and Public Health 2021 18 17
- M. G. Poirot, M. W. A. Caan, H. G. Ruhe, A. Bjørnerud, I. Groote, L. Reneman, H. A. MarqueringScientific Reports 2022 12 1
- Ho Young Park, Chong Hyun Suh, Hwon Heo, Woo Hyun Shim, Sang Joon KimEuropean Radiology 2022 32 10
More in this TOC Section
Adult Brain
Functional
Similar Articles
Advertisement