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Harmonisation of PET imaging features with different amyloid ligands using machine learning-based classifier

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  1. Article

    Open Access

    Distinct effects of blood pressure parameters on Alzheimer’s and vascular markers in 1,952 Asian individuals without dementia

    Risk factors for cardiovascular disease, including elevated blood pressure, are known to increase risk of Alzheimer’s disease. There has been increasing awareness of the relationship between long-term blood pr...

    Sungjoo Lee, Si Eun Kim, Hyemin Jang, Jun Pyo Kim in Alzheimer's Research & Therapy (2024)

  2. Article

    Open Access

    Effects of risk factors on the development and mortality of early- and late-onset dementia: an 11-year longitudinal nationwide population-based cohort study in South Korea

    Early-onset dementia (EOD, onset age < 65) and late-onset dementia (LOD, onset age ≥ 65) exhibit distinct features. Understanding the risk factors for dementia development and mortality in EOD and LOD respecti...

    Min Young Chun, Wonjeong Chae, Sang Won Seo, Hyemin Jang in Alzheimer's Research & Therapy (2024)

  3. Article

    Open Access

    Effects of workbook training using editorials and newspaper articles in adults with preclinical stage of dementia

    Early detection and intervention in individuals in the pre-clinical stage of dementia are crucial. This study aimed to examine whether there are significant differences in (1) word retrieval, (2) subjective co...

    Sora **, Ji Hye Yoon, Duk L. Na in Scientific Reports (2024)

  4. Article

    Open Access

    Enhancing foveal avascular zone analysis for Alzheimer’s diagnosis with AI segmentation and machine learning using multiple radiomic features

    We propose a hybrid technique that employs artificial intelligence (AI)-based segmentation and machine learning classification using multiple features extracted from the foveal avascular zone (FAZ)—a retinal b...

    Je Moon Yoon, Chae Yeon Lim, Hoon Noh, Seung Wan Nam, Sung Yeon Jun in Scientific Reports (2024)

  5. Article

    Open Access

    Distinct effects of cholesterol profile components on amyloid and vascular burdens

    Cholesterol plays important roles in β-amyloid (Aβ) metabolism and atherosclerosis. However, the relationships of plasma cholesterol levels with Aβ and cerebral small vessel disease (CSVD) burdens are not full...

    Sung Hoon Kang, Hee** Yoo, Bo Kyoung Cheon, Yu Hyun Park in Alzheimer's Research & Therapy (2023)

  6. Article

    Open Access

    Identification of potential biomarkers related to mesenchymal stem cell response in patients with Alzheimer’s disease

    Preclinical studies showed that mesenchymal stem cells (MSCs) ameliorate tau phosphorylation, amyloid-beta accumulation, and inflammation in Alzheimer’s disease (AD) mouse models via secretion of neurotrophic ...

    Yejoo Choi, Sungho Shin, Hyo ** Son, Na-Hee Lee in Stem Cell Research & Therapy (2023)

  7. Article

    Open Access

    Different effects of cardiometabolic syndrome on brain age in relation to gender and ethnicity

    A growing body of evidence shows differences in the prevalence of cardiometabolic syndrome (CMS) and dementia based on gender and ethnicity. However, there is a paucity of information about ethnic- and gender-...

    Sung Hoon Kang, Mengting Liu, Gilsoon Park, Sharon Y. Kim in Alzheimer's Research & Therapy (2023)

  8. Article

    Open Access

    The effects of imaging markers on clinical trajectory in cerebral amyloid angiopathy: a longitudinal study in a memory clinic

    We investigated the relevance of various imaging markers for the clinical trajectory of cerebral amyloid angiopathy (CAA) patients in a memory clinic.

    Hyemin Jang, Min Young Chun, Hee ** Kim, Duk L. Na in Alzheimer's Research & Therapy (2023)

  9. Article

    Open Access

    Development and clinical validation of CT-based regional modified Centiloid method for amyloid PET

    The standard Centiloid (CL) method was proposed to harmonize and quantify global 18F-labeled amyloid beta (Aβ) PET ligands using MRI as an anatomical reference. However, there is need for harmonizing and quantify...

    Soo-Jong Kim, Hongki Ham, Yu Hyun Park, Yeong Sim Choe in Alzheimer's Research & Therapy (2022)

  10. Article

    Open Access

    Gender-specific relationship between thigh muscle and fat mass and brain amyloid-β positivity

    The relationship of specific body composition in the thighs and brain amyloid-beta (Aβ) deposition remained unclear, although there were growing evidence that higher muscle and fat mass in thighs had a protect...

    Sung Hoon Kang, Kyung Hyun Lee, Yoosoo Chang in Alzheimer's Research & Therapy (2022)

  11. Article

    Open Access

    Machine learning-based automatic estimation of cortical atrophy using brain computed tomography images

    Cortical atrophy is measured clinically according to established visual rating scales based on magnetic resonance imaging (MRI). Although brain MRI is the primary imaging marker for neurodegeneration, computed...

    Jae-Won Jang, Jeonghun Kim, Sang-Won Park, Payam Hosseinzadeh Kasani in Scientific Reports (2022)

  12. Article

    Open Access

    Decreased visual acuity is related to thinner cortex in cognitively normal adults: cross-sectional, single-center cohort study

    Decreased visual acuity (VA) is reported to be a risk factor for dementia. However, the association between VA and cortical thickness has not been established. We investigated the association between VA and co...

    Gyule Han, Ji Sun Kim, Yu Hyun Park, Sung Hoon Kang in Alzheimer's Research & Therapy (2022)

  13. Article

    Open Access

    Performance of the plasma Aβ42/Aβ40 ratio, measured with a novel HPLC-MS/MS method, as a biomarker of amyloid PET status in a DPUK-KOREAN cohort

    We assessed the feasibility of plasma Aβ42/Aβ40 determined using a novel liquid chromatography-mass spectrometry method (LC-MS) as a useful biomarker of PET status in a Korean cohort from the DPUK Study.

    Hyemin Jang, Ji Sun Kim, Hye Joo Lee, Chi-Hun Kim in Alzheimer's Research & Therapy (2021)

  14. Article

    Open Access

    Intracerebroventricular injection of human umbilical cord blood mesenchymal stem cells in patients with Alzheimer’s disease dementia: a phase I clinical trial

    Alzheimer’s disease is the most common cause of dementia, and currently, there is no disease-modifying treatment. Favorable functional outcomes and reduction of amyloid levels were observed following transplan...

    Hee ** Kim, Kyung Rae Cho, Hyemin Jang, Na Kyung Lee in Alzheimer's Research & Therapy (2021)

  15. Article

    Open Access

    Effect of education on functional network edge efficiency in Alzheimer’s disease

    We investigated the effect of education on the edge efficiency in resting state functional networks (RSFNs) in amnestic mild cognitive impairment (aMCI) and Alzheimer’s disease dementia (ADD). We collected the...

    Yeshin Kim, Sung-Woo Kim, Sang Won Seo, Hyemin Jang, Ko Woon Kim in Scientific Reports (2021)

  16. Article

    Open Access

    Identifying novel genetic variants for brain amyloid deposition: a genome-wide association study in the Korean population

    Genome-wide association studies (GWAS) have identified a number of genetic variants for Alzheimer’s disease (AD). However, most GWAS were conducted in individuals of European ancestry, and non-European populat...

    Hang-Rai Kim, Sang-Hyuk Jung, Jaeho Kim, Hyemin Jang in Alzheimer's Research & Therapy (2021)

  17. Article

    Open Access

    Differential effects of risk factors on the cognitive trajectory of early- and late-onset Alzheimer’s disease

    Although few studies have shown that risk factors for Alzheimer’s disease (AD) are associated with cognitive decline in AD, not much is known whether the impact of risk factors differs between early-onset AD (...

    Jaeho Kim, Sook-Young Woo, Seonwoo Kim, Hyemin Jang in Alzheimer's Research & Therapy (2021)

  18. Article

    Open Access

    Novel Alzheimer’s disease risk variants identified based on whole-genome sequencing of APOE ε4 carriers

    Alzheimer’s disease (AD) is a progressive neurodegenerative disease associated with a complex genetic etiology. Besides the apolipoprotein E ε4 (APOE ε4) allele, a few dozen other genetic loci associated with AD ...

    Jong-Ho Park, Inho Park, Emilia Moonkyung Youm, Sejoon Lee in Translational Psychiatry (2021)

  19. Article

    Open Access

    Predicting amyloid positivity in patients with mild cognitive impairment using a radiomics approach

    Predicting amyloid positivity in patients with mild cognitive impairment (MCI) is crucial. In the present study, we predicted amyloid positivity with structural MRI using a radiomics approach. From MR images (...

    Jun Pyo Kim, Jonghoon Kim, Hyemin Jang, Jaeho Kim, Sung Hoon Kang in Scientific Reports (2021)

  20. Article

    Open Access

    Prediction of tau accumulation in prodromal Alzheimer’s disease using an ensemble machine learning approach

    We developed machine learning (ML) algorithms to predict abnormal tau accumulation among patients with prodromal AD. We recruited 64 patients with prodromal AD using the Alzheimer’s Disease Neuroimaging Initia...

    Jaeho Kim, Yuhyun Park, Seongbeom Park, Hyemin Jang, Hee ** Kim in Scientific Reports (2021)

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