Deep learning for subtyping the Alzheimer's disease spectrum
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作者:
Romano, Michael F.
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Boston Univ, Sch Med, Dept Med, Boston, MA 02118 USA
St Elizabeths Med Ctr, Dept Med, Brighton, MA USA
Tufts Univ, Sch Med, Dept Med, Boston, MA 02111 USABoston Univ, Sch Med, Dept Med, Boston, MA 02118 USA
Romano, Michael F.
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,3
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Kolachalama, Vijaya B.
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Boston Univ, Sch Med, Dept Med, Boston, MA 02118 USA
Boston Univ, Dept Comp Sci, 111 Cummington St, Boston, MA 02215 USA
Boston Univ, Fac Comp & Data Sci, Boston, MA 02215 USABoston Univ, Sch Med, Dept Med, Boston, MA 02118 USA
Kolachalama, Vijaya B.
[1
,4
,5
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机构:
[1] Boston Univ, Sch Med, Dept Med, Boston, MA 02118 USA
[2] St Elizabeths Med Ctr, Dept Med, Brighton, MA USA
[3] Tufts Univ, Sch Med, Dept Med, Boston, MA 02111 USA
[4] Boston Univ, Dept Comp Sci, 111 Cummington St, Boston, MA 02215 USA
[5] Boston Univ, Fac Comp & Data Sci, Boston, MA 02215 USA
In a recent article from Cell Reports Medicine, Kwak et al. generate novel insights about subtyping cognitively impaired individuals based on structural imaging. Quantifying heterogeneity in Alzheimer's disease via subtyping could help us harness new disease-modifying therapies and improve patient care by providing a more targeted approach.
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Inje Univ, Dept Digital Antiaging Healthcare, Gimhae, Gyeongsangnam, South KoreaInje Univ, Dept Digital Antiaging Healthcare, Gimhae, Gyeongsangnam, South Korea
So, Jae-Hong
Madusanka, Nuwan
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Inje Univ, Dept Comp Engn, Gimhae 50834, Gyeongsangnam, South KoreaInje Univ, Dept Digital Antiaging Healthcare, Gimhae, Gyeongsangnam, South Korea
Madusanka, Nuwan
Choi, Heung-Kook
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Inje Univ, Dept Comp Engn, Gimhae 50834, Gyeongsangnam, South KoreaInje Univ, Dept Digital Antiaging Healthcare, Gimhae, Gyeongsangnam, South Korea
Choi, Heung-Kook
Choi, Boo-Kyeong
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Inje Univ, Dept Digital Antiaging Healthcare, Gimhae, Gyeongsangnam, South KoreaInje Univ, Dept Digital Antiaging Healthcare, Gimhae, Gyeongsangnam, South Korea
Choi, Boo-Kyeong
Park, Hyeon-Gyun
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Inje Univ, Dept Comp Engn, Gimhae 50834, Gyeongsangnam, South KoreaInje Univ, Dept Digital Antiaging Healthcare, Gimhae, Gyeongsangnam, South Korea
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Univ Washington, Dept Ophthalmol, Box 359608,325 Ninth Ave, Seattle, WA 98104 USAUniv Washington, Dept Ophthalmol, Box 359608,325 Ninth Ave, Seattle, WA 98104 USA
Lee, Cecilia S.
Latimer, Caitlin S.
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Univ Washington, Dept Lab Med & Pathol, Seattle, WA 98195 USAUniv Washington, Dept Ophthalmol, Box 359608,325 Ninth Ave, Seattle, WA 98104 USA
Latimer, Caitlin S.
Henriksen, Jonathan C.
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Univ Washington, Dept Lab Med & Pathol, Seattle, WA 98195 USAUniv Washington, Dept Ophthalmol, Box 359608,325 Ninth Ave, Seattle, WA 98104 USA
Henriksen, Jonathan C.
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Blazes, Marian
Larson, Eric B.
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Kaiser Permanente Washington Hlth Res Inst, Seattle, WA USAUniv Washington, Dept Ophthalmol, Box 359608,325 Ninth Ave, Seattle, WA 98104 USA
Larson, Eric B.
Crane, Paul K.
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Univ Washington, Dept Internal Med, Div Gen Internal Med, Seattle, WA 98195 USAUniv Washington, Dept Ophthalmol, Box 359608,325 Ninth Ave, Seattle, WA 98104 USA
Crane, Paul K.
Keene, C. Dirk
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Univ Washington, Dept Lab Med & Pathol, Seattle, WA 98195 USAUniv Washington, Dept Ophthalmol, Box 359608,325 Ninth Ave, Seattle, WA 98104 USA
Keene, C. Dirk
Lee, Aaron Y.
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Univ Washington, Dept Ophthalmol, Box 359608,325 Ninth Ave, Seattle, WA 98104 USAUniv Washington, Dept Ophthalmol, Box 359608,325 Ninth Ave, Seattle, WA 98104 USA