Advancements and prospects of machine learning in medical diagnostics: unveiling the future of diagnostic precision
Abstract Machine learning (ML) has emerged as a versatile and powerful tool in various
fields of medicine, revolutionizing early disease diagnosis, particularly in cases where …
fields of medicine, revolutionizing early disease diagnosis, particularly in cases where …
SARS-CoV-2 is associated with changes in brain structure in UK Biobank
There is strong evidence of brain-related abnormalities in COVID-19,,,,,,,,,,,–. However, it
remains unknown whether the impact of SARS-CoV-2 infection can be detected in milder …
remains unknown whether the impact of SARS-CoV-2 infection can be detected in milder …
Quantitative myelin imaging with MRI and PET: an overview of techniques and their validation status
Myelin is the protective sheath wrapped around axons, consisting of a phospholipid bilayer
with water between the wraps. The measurement of damage to the myelin sheaths, the …
with water between the wraps. The measurement of damage to the myelin sheaths, the …
Vision transformers, ensemble model, and transfer learning leveraging explainable AI for brain tumor detection and classification
The abnormal growth of malignant or nonmalignant tissues in the brain causes long-term
damage to the brain. Magnetic resonance imaging (MRI) is one of the most common …
damage to the brain. Magnetic resonance imaging (MRI) is one of the most common …
Associations between moderate alcohol consumption, brain iron, and cognition in UK Biobank participants: Observational and mendelian randomization analyses
Background Brain iron deposition has been linked to several neurodegenerative conditions
and reported in alcohol dependence. Whether iron accumulation occurs in moderate …
and reported in alcohol dependence. Whether iron accumulation occurs in moderate …
Recommended implementation of quantitative susceptibility map** for clinical research in the brain: a consensus of the ISMRM electro‐magnetic tissue properties …
QSM Consensus Organization … - Magnetic resonance …, 2024 - Wiley Online Library
This article provides recommendations for implementing QSM for clinical brain research. It is
a consensus of the International Society of Magnetic Resonance in Medicine, Electro …
a consensus of the International Society of Magnetic Resonance in Medicine, Electro …
Whole-exome sequencing identifies protein-coding variants associated with brain iron in 29,828 individuals
Iron plays a fundamental role in multiple brain disorders. However, the genetic
underpinnings of brain iron and its implications for these disorders are still lacking. Here, we …
underpinnings of brain iron and its implications for these disorders are still lacking. Here, we …
Association of gout with brain reserve and vulnerability to neurodegenerative disease
Studies of neurodegenerative disease risk in gout are contradictory. Relationships with
neuroimaging markers of brain structure, which may offer insights, are uncertain. Here we …
neuroimaging markers of brain structure, which may offer insights, are uncertain. Here we …
Telomere length and brain imaging phenotypes in UK Biobank
Telomeres form protective caps at the ends of chromosomes, and their attrition is a marker of
biological aging. Short telomeres are associated with an increased risk of neurological and …
biological aging. Short telomeres are associated with an increased risk of neurological and …
Genome-wide meta-analyses of restless legs syndrome yield insights into genetic architecture, disease biology and risk prediction
Restless legs syndrome (RLS) affects up to 10% of older adults. Their healthcare is impeded
by delayed diagnosis and insufficient treatment. To advance disease prediction and find …
by delayed diagnosis and insufficient treatment. To advance disease prediction and find …