To study the early automatic recognition of Alzheimer’s disease, Alzheimer’s disease automatic recognition method is explored based on brain magnetic resonance of brain asymmetry image features. The method, according to the atrophy of related brain tissue of patients with Alzheimer’s disease, leading to the pathological characteristics of the asymmetry of left and right brain related anatomical structures, proposed to extract the shape and texture features of these anatomical structure as the asymmetry, and selected out the best feature subset that can characterize the lesion index as the method for automatic recognition of early Alzheimer’s disease. The automatic recognition test of the patient images in Southwest Hospital was performed by this method and compared with the expert automatic recognition. The results show that the automatic recognition method is obviously effective. Based on the above findings, it is concluded that the automatic recognition method of Alzheimer’s disease has good performance.
机构:
Univ Calif Los Angeles, David Geffen Sch Med, Dept Neurosurg, Los Angeles, CA 90095 USA
Univ Calif Los Angeles, Semel Inst Neurosci & Human Behav, Los Angeles, CA USA
Tel Aviv Univ, Funct Neurosurg Unit, Tel Aviv Med Ctr, Tel Aviv, Israel
Tel Aviv Univ, Sackler Fac Med, Tel Aviv, IsraelUniv Calif Los Angeles, David Geffen Sch Med, Dept Neurosurg, Los Angeles, CA 90095 USA
机构:
MassGeneral Inst Neurodegenerat Dis, Henry & Allison Mance Ctr Brain Hlth, Genet & Aging Res Unit, Dept Neurol, Charlestown, MA 02129 USA
Massachusetts Gen Hosp, Dept Neurol, Charlestown, MA 02129 USA
Harvard Med Sch, Charlestown, MA 02129 USAMassGeneral Inst Neurodegenerat Dis, Henry & Allison Mance Ctr Brain Hlth, Genet & Aging Res Unit, Dept Neurol, Charlestown, MA 02129 USA
Shanmugam, Nanda Kumar Navalpur
Eimer, William A.
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机构:
MassGeneral Inst Neurodegenerat Dis, Henry & Allison Mance Ctr Brain Hlth, Genet & Aging Res Unit, Dept Neurol, Charlestown, MA 02129 USA
Massachusetts Gen Hosp, Dept Neurol, Charlestown, MA 02129 USA
Harvard Med Sch, Charlestown, MA 02129 USAMassGeneral Inst Neurodegenerat Dis, Henry & Allison Mance Ctr Brain Hlth, Genet & Aging Res Unit, Dept Neurol, Charlestown, MA 02129 USA
Eimer, William A.
Kumar, Deepak K. Vijaya
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机构:
MassGeneral Inst Neurodegenerat Dis, Henry & Allison Mance Ctr Brain Hlth, Genet & Aging Res Unit, Dept Neurol, Charlestown, MA 02129 USA
Massachusetts Gen Hosp, Dept Neurol, Charlestown, MA 02129 USA
Harvard Med Sch, Charlestown, MA 02129 USAMassGeneral Inst Neurodegenerat Dis, Henry & Allison Mance Ctr Brain Hlth, Genet & Aging Res Unit, Dept Neurol, Charlestown, MA 02129 USA
Kumar, Deepak K. Vijaya
Tanzi, Rudolph E.
论文数: 0引用数: 0
h-index: 0
机构:
MassGeneral Inst Neurodegenerat Dis, Henry & Allison Mance Ctr Brain Hlth, Genet & Aging Res Unit, Dept Neurol, Charlestown, MA 02129 USA
Massachusetts Gen Hosp, Dept Neurol, Charlestown, MA 02129 USA
Harvard Med Sch, Charlestown, MA 02129 USAMassGeneral Inst Neurodegenerat Dis, Henry & Allison Mance Ctr Brain Hlth, Genet & Aging Res Unit, Dept Neurol, Charlestown, MA 02129 USA
机构:
Harvard Univ, Massachusetts Gen Hosp, Sch Med, Dept Neurol, Boston, MA USAHarvard Univ, Massachusetts Gen Hosp, Sch Med, Dept Neurol, Boston, MA USA
Hyman, BT
LIVING BRAIN AND ALZHEIMER'S DISEASE,
2004,
: 25
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