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Profil bibliographique

Kelly A. Clark

Informations fournies par OpenAlex. Research Africa ne déduit ni nationalité, ni poste, ni coordonnées personnelles.

14Publications signalées
139Citations signalées
2Affiliations récentes

Les institutions déclarées

Les domaines associés

Multiple Sclerosis Research StudiesCutaneous Melanoma Detection and ManagementMosquito-borne diseases and controlUltrasound Imaging and ElastographyGene expression and cancer classification

Les publications récentes

Accès ouvert 2025 article OpenAlex

Automated segmentation of multiple sclerosis lesions, paramagnetic rims, and central vein sign on MRI provides reliable diagnostic biomarkers

Fengling Hu, Zheng Ren, Luyun Chen, Alessandra M. Valcarcel et autres

Multiple sclerosis (MS) is characterized by central nervous system lesions detectable via MRI. Existing diagnostic criteria incorporate presence of white matter lesions, but specificity can be improved using MS-specific imaging biomarkers, including paramagnetic rim lesions (PRLs) and central vein sign (CVS). However, …

us, fr, ca, it (code pays fourni par la source)

2 citations Imaging Neuroscience
Accès ouvert 2024 article OpenAlex

Multicenter validation of automated detection of paramagnetic rim lesions on brain MRI in multiple sclerosis

Luyun Chen, Zheng Ren, Kelly A. Clark, Carolyn Lou et autres

BACKGROUND AND PURPOSE: Paramagnetic rim lesions (PRLs) are an MRI biomarker of chronic inflammation in people with multiple sclerosis (MS). PRLs may aid in the diagnosis and prognosis of MS. However, manual identification of PRLs is time-consuming and prone to poor interrater …

us, ca (code pays fourni par la source)

7 citations Journal of Neuroimaging
Accès ouvert 2024 article OpenAlex

Enhancing cognitive performance prediction by white matter hyperintensity connectivity assessment

Marvin Petersen, Mirthe Coenen, Charles DeCarli, Alberto De Luca et autres

White matter hyperintensities of presumed vascular origin (WMH) are associated with cognitive impairment and are a key imaging marker in evaluating brain health. However, WMH volume alone does not fully account for the extent of cognitive deficits and the mechanisms linking WMH …

de, nl, us, at, ch, sg, ca (code pays fourni par la source)

21 citations Brain
Accès ouvert 2024 article OpenAlex

PARE: A framework for removal of confounding effects from any distance-based dimension reduction method

Andrew An Chen, Kelly A. Clark, Blake E. Dewey, Anna L. DuVal et autres

Dimension reduction tools preserving similarity and graph structure such as t-SNE and UMAP can capture complex biological patterns in high-dimensional data. However, these tools typically are not designed to separate effects of interest from unwanted effects due to confounders. We introduce the …

us (code pays fourni par la source)

2 citations PLoS Computational Biology
Accès ouvert 2024 article OpenAlex

Computer-vision analysis of craniofacial dysmorphology in 22q11.2 deletion syndrome and psychosis spectrum disorders

David R. Roalf, Donna M. McDonald‐McGinn, Joelle Jee, Mckenna Krall et autres

BACKGROUND: Minor physical anomalies (MPAs) are congenital morphological abnormalities linked to disruptions of fetal development. MPAs are common in 22q11.2 deletion syndrome (22q11DS) and psychosis spectrum disorders (PS) and likely represent a disruption of early embryologic development that may help identify overlapping …

us (code pays fourni par la source)

0 citations Journal of Neurodevelopmental Disorders
Accès ouvert 2023 article OpenAlex

Intersite brain MRI volumetric biases persist even in a harmonized multisubject study of multiple sclerosis

Kelly A. Clark, Carly M. O’Donnell, Mark A. Elliott, Shahamat Tauhid et autres

BACKGROUND AND PURPOSE: Multicenter study designs involving a variety of MRI scanners have become increasingly common. However, these present the issue of biases in image-based measures due to scanner or site differences. To assess these biases, we imaged 11 volunteers with multiple …

us (code pays fourni par la source)

9 citations Journal of Neuroimaging
Accès ouvert 2023 article OpenAlex

Early Magnetic Resonance Imaging Features of New Paramagnetic Rim Lesions in Multiple Sclerosis

Kelly A. Clark, Abby R. Manning, Luyun Chen, Fang Liu et autres

Objective To determine early magnetic resonance imaging (MRI) features of new multiple sclerosis (MS) lesions that will develop into paramagnetic rim lesions (PRLs), which have been associated with progressive tissue injury in MS. Methods New contrast‐enhancing lesions observed on routine clinical MRI …

us (code pays fourni par la source)

24 citations Annals of Neurology
Accès ouvert 2023 article OpenAlex

T 1 /T 2 ratio from 3T MRI improves multiple sclerosis cortical lesion contrast

Abigail R. Manning, Erin Beck, Matthew K. Schindler, Govind Krishna Kumar Nair et autres

Abstract Background and Purpose Cortical demyelinated lesions are prevalent in multiple sclerosis (MS), associated with disability, and have recently been incorporated into MS diagnostic criteria. Presently, advanced and ultrahigh‐field MRIs—not routinely available in clinical practice—are the most sensitive methods for detection of …

us (code pays fourni par la source)

12 citations Journal of Neuroimaging
Accès ouvert 2023 preprint OpenAlex

Deconfounded Dimension Reduction via Partial Embeddings

Andrew An Chen, Kelly A. Clark, Blake E. Dewey, Anna L. DuVal et autres

Abstract Dimension reduction tools preserving similarity and graph structure such as t -SNE and UMAP can capture complex biological patterns in high-dimensional data. However, these tools typically are not designed to separate effects of interest from unwanted effects due to confounders. We …

us (code pays fourni par la source)

1 citation bioRxiv (Cold Spring Harbor Laboratory)
Accès ouvert 2022 article OpenAlex

Automated Analysis of Low-Field Brain MRI in Cerebral Malaria

Danni Tu, Manu S. Goyal, Jordan D. Dworkin, Samuel D. Kampondeni et autres

A central challenge of medical imaging studies is to extract biomarkers that characterize disease pathology or outcomes. Modern automated approaches have found tremendous success in high-resolution, high-quality magnetic resonance images. These methods, however, may not translate to low-resolution images acquired on magnetic …

us, Malawi (code pays fourni par la source)

9 citations Biometrics
Accès ouvert 2022 preprint OpenAlex

Inter-scanner brain MRI volumetric biases persist even in a harmonized multi-subject study of multiple sclerosis

Kelly A. Clark, Carly M. O’Donnell, Mark A. Elliott, Shahamat Tauhid et autres

Abstract Background/Purpose Multicenter study designs involving a variety of MRI scanners have become increasingly common. However, these present the issue of biases in image-based measures due to scanner or site differences. To assess these biases, we imaged 11 volunteers with multiple sclerosis …

us (code pays fourni par la source)

3 citations bioRxiv (Cold Spring Harbor Laboratory)
Accès ouvert 2021 article OpenAlex

Fully automated detection of paramagnetic rims in multiple sclerosis lesions on 3T susceptibility-based MR imaging

Carolyn Lou, Pascal Sati, Martina Absinta, Kelly A. Clark et autres

BACKGROUND AND PURPOSE: The presence of a paramagnetic rim around a white matter lesion has recently been shown to be a hallmark of a particular pathological type of multiple sclerosis lesion. Increased prevalence of these paramagnetic rim lesions is associated with a …

us (code pays fourni par la source)

37 citations NeuroImage Clinical

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