Michihito Masuda
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View article: Performance-weighted ensemble learning for detecting patients with FTD and ALS from brief reading speech
Performance-weighted ensemble learning for detecting patients with FTD and ALS from brief reading speech Open
We developed a novel machine learning model named performance-weighted ensemble learning (PWEL) to detect frontotemporal dementia (FTD) and amyotrophic lateral sclerosis (ALS) using speech from word and sentence reading tasks. Overall, 197…
View article: Nation-wide Japanese FTD consortium FTLD-J: Utility of case review meetings
Nation-wide Japanese FTD consortium FTLD-J: Utility of case review meetings Open
Our results suggested that case review meetings in a multicenter study may improve diagnostic consistency, especially in bvFTD.
View article: A Case of Neuronal Intranuclear Inclusion Disease Diagnosed Definitively from Skin Tissue
A Case of Neuronal Intranuclear Inclusion Disease Diagnosed Definitively from Skin Tissue Open
82 歳,男性。約 3 カ 月前からの物忘れを主訴に近医内科より当院脳神経内科を紹介され受診した。頭部 MRI にて特徴的な所見を認めたため神経核内封入体病(neuronal intranuclear inclusion disease)を疑われ,診断のための皮膚生検を目的として当科へ紹介となった。腹部から脂肪織を含めて皮膚生検を施行した。病理組織学的に,汗腺細胞や血管内皮細胞の核の一部にごく小さな空胞状変化を認め,核内にユビキチン陽性の小型球状物を少数認めたものの典型像と…
View article: <Editors' Choice> Pattern of THK 5351 retention in normal aging involves core regions of resting state networks associated with higher cognitive function.
<Editors' Choice> Pattern of THK 5351 retention in normal aging involves core regions of resting state networks associated with higher cognitive function. Open
We aimed to elucidate the distribution pattern of the positron emission tomography probe [18F]THK 5351, a marker for astrogliosis and tau accumulation, in healthy aging. We also assessed the relationship between THK5351 retention and resti…
View article: Comparative examination of the pons and corpus callosum as reference regions for quantitative evaluation in positron emission tomography imaging for Alzheimer’s disease using 11C-Pittsburgh Compound-B
Comparative examination of the pons and corpus callosum as reference regions for quantitative evaluation in positron emission tomography imaging for Alzheimer’s disease using 11C-Pittsburgh Compound-B Open
View article: Connectivity impairment of cerebellar and sensorimotor connector hubs in Parkinson’s disease
Connectivity impairment of cerebellar and sensorimotor connector hubs in Parkinson’s disease Open
Cognitive and movement processes involved integration of several large-scale brain networks. Central to these integrative processes are connector hubs, brain regions characterized by strong connections with multiple networks. Growing evide…
View article: Functional connector hubs in the cerebellum
Functional connector hubs in the cerebellum Open
Accumulating evidence from anatomical and neuroimaging studies suggests that the cerebellum is engaged in a variety of motor and cognitive tasks. Given its various functions, a key question is whether the cerebellum also plays an important…
View article: Bridging large-scale cortical networks: Integrative and function-specific hubs in the thalamus
Bridging large-scale cortical networks: Integrative and function-specific hubs in the thalamus Open
The thalamus is critical for the brain's integrative hub functions; however, the localization and characterization of the different thalamic hubs remain unclear. Using a voxel-level network measure called functional connectivity overlap ra…
View article: Aging Impacts the Overall Connectivity Strength of Regions Critical for Information Transfer Among Brain Networks
Aging Impacts the Overall Connectivity Strength of Regions Critical for Information Transfer Among Brain Networks Open
Recent studies have demonstrated that connector hubs, regions considered critical for the flow of information across neural systems, are mostly involved in neurodegenerative dementia. Considering that aging can significantly affect the bra…
View article: The neural network basis of altered decision‐making in patients with amyotrophic lateral sclerosis
The neural network basis of altered decision‐making in patients with amyotrophic lateral sclerosis Open
Objective Amyotrophic lateral sclerosis (ALS) is a multisystem disorder associated with motor impairment and behavioral/cognitive involvement. We examined decision‐making features and changes in the neural hub network in patients with ALS …
View article: Identifying the brain's connector hubs at the voxel level using functional connectivity overlap ratio
Identifying the brain's connector hubs at the voxel level using functional connectivity overlap ratio Open
View article: Changes in white matter fiber density and morphology across the adult lifespan: A cross‐sectional fixel‐based analysis
Changes in white matter fiber density and morphology across the adult lifespan: A cross‐sectional fixel‐based analysis Open
White matter (WM) fiber bundles change dynamically with age. These changes could be driven by alterations in axonal diameter, axonal density, and myelin content. In this study, we applied a novel fixel‐based analysis (FBA) framework to exa…
View article: Visuoperceptual disturbances in Parkinson's disease
Visuoperceptual disturbances in Parkinson's disease Open
View article: Semantic deficits in ALS related to right lingual/fusiform gyrus network involvement
Semantic deficits in ALS related to right lingual/fusiform gyrus network involvement Open
View article: Reorganization of brain networks and its association with general cognitive performance over the adult lifespan
Reorganization of brain networks and its association with general cognitive performance over the adult lifespan Open
Healthy aging is associated with structural and functional changes in the brain even in individuals who are free of neurodegenerative diseases. Using resting state functional magnetic resonance imaging data from a carefully selected cohort…
View article: Semantic Deficits in ALS Related to Right Lingual/Fusiform Gyrus Network Involvement: A Case-Control Study
Semantic Deficits in ALS Related to Right Lingual/Fusiform Gyrus Network Involvement: A Case-Control Study Open
View article: Involvement of the Precuneus/Posterior Cingulate Cortex Is Significant for the Development of Alzheimer’s Disease: A PET (THK5351, PiB) and Resting fMRI Study
Involvement of the Precuneus/Posterior Cingulate Cortex Is Significant for the Development of Alzheimer’s Disease: A PET (THK5351, PiB) and Resting fMRI Study Open
Background: Imaging studies in Alzheimer's disease (AD) have yet to answer the underlying questions concerning the relationship among tau retention, neuroinflammation, network disruption and cognitive decline. We compared the spatia…
View article: Severe hyposmia and aberrant functional connectivity in cognitively normal Parkinson’s disease
Severe hyposmia and aberrant functional connectivity in cognitively normal Parkinson’s disease Open
PD-SH showed extensive decreased amygdala FC. Particularly, decreased FC between the amygdala and inferior parietal lobule, lingual gyrus, and fusiform gyrus were associated with the severity of hyposmia and cognitive performance. In contr…
View article: Pathologic Involvement of Glutamatergic Striatal Inputs From the Cortices in TAR DNA-Binding Protein 43 kDa-Related Frontotemporal Lobar Degeneration and Amyotrophic Lateral Sclerosis
Pathologic Involvement of Glutamatergic Striatal Inputs From the Cortices in TAR DNA-Binding Protein 43 kDa-Related Frontotemporal Lobar Degeneration and Amyotrophic Lateral Sclerosis Open
In frontotemporal lobar degeneration (FTLD) and amyotrophic lateral sclerosis (ALS), recent studies have presumed relationships between cognitive declines and striatal dysfunctions. The striatum contributes to socio-cognitive functions by …
View article: Involvement of the caudate nucleus head and its networks in sporadic amyotrophic lateral sclerosis-frontotemporal dementia continuum
Involvement of the caudate nucleus head and its networks in sporadic amyotrophic lateral sclerosis-frontotemporal dementia continuum Open
We investigated common structural and network changes across the sporadic amyotrophic lateral sclerosis (ALS)-frontotemporal dementia (FTD) continuum. Based on cluster analysis using the frontotemporal assessment battery, 51 patients with …
View article: Marked Involvement of the Striatal Efferent System in TAR DNA-Binding Protein 43 kDa-Related Frontotemporal Lobar Degeneration and Amyotrophic Lateral Sclerosis
Marked Involvement of the Striatal Efferent System in TAR DNA-Binding Protein 43 kDa-Related Frontotemporal Lobar Degeneration and Amyotrophic Lateral Sclerosis Open
Recent pathological studies indicate that neuronal loss and/or TAR DNA-binding protein-43 kDa (TDP-43) inclusions are frequent in the striatum of patients with TDP-43-related frontotemporal lobar degeneration (FTLD-TDP) and amyotrophic lat…
View article: Memory Loss and Frontal Cognitive Dysfunction in a Patient with Adult-onset Neuronal Intranuclear Inclusion Disease
Memory Loss and Frontal Cognitive Dysfunction in a Patient with Adult-onset Neuronal Intranuclear Inclusion Disease Open
Neuronal intranuclear inclusion disease (NIID) is an uncommon progressive neurodegenerative disorder. Adult-onset NIID can result in prominent dementia. We herein describe the case of a 74-year-old man who presented with dementia, cerebell…