Exploring approaches to tackle cross-domain challenges in brain medical image segmentation: a systematic review

M Yanzhen, C Song, L Wanping, Y Zufang… - Frontiers in …, 2024 - frontiersin.org
Introduction Brain medical image segmentation is a critical task in medical image
processing, playing a significant role in the prediction and diagnosis of diseases such as …

Diagnostic performance of deep learning-based automatic white matter hyperintensity segmentation for classification of the Fazekas scale and differentiation of …

L Joo, WH Shim, CH Suh, SJ Lim, H Heo, WS Kim… - PLoS …, 2022 - journals.plos.org
Purpose To validate the diagnostic performance of commercially available, deep learning-
based automatic white matter hyperintensity (WMH) segmentation algorithm for classifying …

Biomarkers of Alzheimer's disease in Black and/or African American Alzheimer's Disease Neuroimaging Initiative (ADNI) participants

RC Groechel, Y Tripodis, ML Alosco, J Mez, WQ Qiu… - Neurobiology of …, 2023 - Elsevier
Majority of dementia research is conducted in non-Hispanic White participants despite a
greater prevalence of dementia in other racial groups. To obtain a better understanding of …

Frontal white matter hyperintensities and executive functioning performance in older adults

EM Boutzoukas, A O'Shea, A Albizu… - Frontiers in aging …, 2021 - frontiersin.org
Frontal lobe structures decline faster than most other brain regions in older adults. Age-
related change in the frontal lobe is associated with poorer executive function (eg, working …

White matter hyperintensities in former American football players

ML Alosco, Y Tripodis, ZH Baucom… - Alzheimer's & …, 2023 - Wiley Online Library
Introduction The presentation, risk factors, and etiologies of white matter hyperintensities
(WMH) in people exposed to repetitive head impacts are unknown. We examined the …

Peripheral blood BDNF and soluble CAM proteins as possible markers of prolonged disorders of consciousness: a pilot study

L Coppola, G Smaldone, AM Grimaldi, A Estraneo… - Scientific Reports, 2024 - nature.com
Although clinical examination still represents the gold standard for the differential diagnosis
of prolonged disorders of consciousness (pDoC), the introduction of innovative markers is …

A deep learning algorithm for white matter hyperintensity lesion detection and segmentation

Y Zhang, Y Duan, X Wang, Z Zhuo, S Haller, F Barkhof… - Neuroradiology, 2022 - Springer
Purpose White matter hyperintensity (WMHI) lesions on MR images are an important
indication of various types of brain diseases that involve inflammation and blood vessel …

Hippocampal avoidance prophylactic cranial irradiation (HA-PCI) for small cell lung cancer reduces hippocampal atrophy compared to conventional PCI

MB de Ruiter, PFC Groot, S Deprez, P Pullens… - Neuro …, 2023 - academic.oup.com
Background Reducing radiation dose to the hippocampus with hippocampal avoidance
prophylactic cranial irradiation (HA-PCI) is proposed to prevent cognitive decline. It has …

Different inflammatory signatures based on CSF biomarkers relate to preserved or diminished brain structure and cognition

D Hayek, G Ziegler, L Kleineidam, F Brosseron… - Molecular …, 2024 - nature.com
Neuroinflammation is a hallmark of Alzheimer's disease (AD) and both positive and negative
associations of individual inflammation-related markers with brain structure and cognitive …

Detection of subtle white matter lesions in MRI through texture feature extraction and boundary delineation using an embedded clustering strategy

K Ong, DM Young, S Sulaiman, SM Shamsuddin… - Scientific reports, 2022 - nature.com
White matter lesions (WML) underlie multiple brain disorders, and automatic WML
segmentation is crucial to evaluate the natural disease course and effectiveness of clinical …