Zobrazeno 1 - 10
of 44
pro vyhledávání: '"Gayla R. Olbricht"'
Publikováno v:
IEEE Access, Vol 12, Pp 42974-42991 (2024)
Cluster analysis has been applied to a wide range of problems as an exploratory tool to enhance knowledge discovery. Clustering aids disease subtyping, i.e. identifying homogeneous patient subgroups, in medical data. Missing data is a common problem
Externí odkaz:
https://doaj.org/article/227b37fc977042cfb3152d91974f3286
Autor:
Daniel B. Hier, Tayo Obafemi-Ajayi, Matthew S. Thimgan, Gayla R. Olbricht, Sima Azizi, Blaine Allen, Bassam A. Hadi, Donald C. Wunsch
Publikováno v:
Biomarker Research, Vol 9, Iss 1, Pp 1-17 (2021)
Abstract Background The use of blood biomarkers after mild traumatic brain injury (mTBI) has been widely studied. We have identified eight unresolved issues related to the use of five commonly investigated blood biomarkers: neurofilament light chain,
Externí odkaz:
https://doaj.org/article/c5c8659cb7d449df818596860ad3dae7
Autor:
Daniel B. Hier, Jonathan Kopel, Steven U. Brint, Donald C. Wunsch, Gayla R. Olbricht, Sima Azizi, Blaine Allen
Publikováno v:
BMC Medical Informatics and Decision Making, Vol 20, Iss 1, Pp 1-15 (2020)
Abstract Background Patient distances can be calculated based on signs and symptoms derived from an ontological hierarchy. There is controversy as to whether patient distance metrics that consider the semantic similarity between concepts can outperfo
Externí odkaz:
https://doaj.org/article/5f4b14967e54409992ae66e3d1dbba4b
Autor:
Dacosta Yeboah, Louis Steinmeister, Daniel B. Hier, Bassam Hadi, Donald C. Wunsch, Gayla R. Olbricht, Tayo Obafemi-Ajayi
Publikováno v:
IEEE Access, Vol 8, Pp 180690-180705 (2020)
We present a framework for an explainable and statistically validated ensemble clustering model applied to Traumatic Brain Injury (TBI). The objective of our analysis is to identify patient injury severity subgroups and key phenotypes that delineate
Externí odkaz:
https://doaj.org/article/e273e6bb7c4f48e19cd1682748569b82
Autor:
Sima Azizi, Daniel B. Hier, Blaine Allen, Tayo Obafemi-Ajayi, Gayla R. Olbricht, Matthew S. Thimgan, Donald C. Wunsch
Publikováno v:
Frontiers in Neurology, Vol 12 (2021)
Traumatic brain injury (TBI) imposes a significant economic and social burden. The diagnosis and prognosis of mild TBI, also called concussion, is challenging. Concussions are common among contact sport athletes. After a blow to the head, it is often
Externí odkaz:
https://doaj.org/article/2e3e71e79bc9410f9abf62a5f9128c35
Autor:
Matthew S. Thimgan, Blaine Allen, Tayo Obafemi-Ajayi, Daniel B. Hier, Gayla R. Olbricht, Donald C. Wunsch, Bassam Hadi, Sima Azizi
Publikováno v:
Biomarker Research, Vol 9, Iss 1, Pp 1-17 (2021)
Biomarker Research
Biomarker Research
Background The use of blood biomarkers after mild traumatic brain injury (mTBI) has been widely studied. We have identified eight unresolved issues related to the use of five commonly investigated blood biomarkers: neurofilament light chain, ubiquiti
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::6a27ad05139e98e486ea7cd983a597c8
https://doaj.org/article/c5c8659cb7d449df818596860ad3dae7
https://doaj.org/article/c5c8659cb7d449df818596860ad3dae7
Autor:
Gayla R. Olbricht, Dacosta Yeboah, Louis Steinmeister, Bassam Hadi, Tayo Obafemi-Ajayi, Daniel B. Hier, Donald C. Wunsch
Publikováno v:
IEEE Access, Vol 8, Pp 180690-180705 (2020)
We present a framework for an explainable and statistically validated ensemble clustering model applied to Traumatic Brain Injury (TBI). The objective of our analysis is to identify patient injury severity subgroups and key phenotypes that delineate
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::99c9726514b1461fc2940d3eddef3833
https://doi.org/10.1109/access.2020.3027453
https://doi.org/10.1109/access.2020.3027453
Publikováno v:
CIBCB
For many neurological disorders, including traumatic brain injury (TBI), neuroimaging information plays a crucial role determining diagnosis and prognosis. TBI is a heterogeneous disorder that can result in lasting physical, emotional and cognitive i
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::0c17d363410bd969cbef19095f87a114
https://doi.org/10.1109/cibcb49929.2021.9562848
https://doi.org/10.1109/cibcb49929.2021.9562848
Autor:
Matthew S. Thimgan, Daniel B. Hier, Blaine Allen, Donald C. Wunsch, Sima Azizi, Gayla R. Olbricht, Tayo Obafemi-Ajayi
Publikováno v:
Frontiers in Neurology
Frontiers in Neurology, Vol 12 (2021)
Frontiers in Neurology, Vol 12 (2021)
Traumatic brain injury (TBI) imposes a significant economic and social burden. The diagnosis and prognosis of mild TBI, also called concussion, is challenging. Concussions are common among contact sport athletes. After a blow to the head, it is often
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::4397978ac28f801a1229603b01f50100
http://europepmc.org/articles/PMC8289906
http://europepmc.org/articles/PMC8289906
Autor:
Lien Ai Bui, Tayo Obafemi-Ajayi, Louis Steinmeister, Sima Azizi, Gayla R. Olbricht, Daniel B. Hier, Donald C. Wunsch, Dacosta Yeboah
Publikováno v:
IEEE/ACM transactions on computational biology and bioinformatics. 19(3)
Concussions, also known as mild traumatic brain injury (mTBI), are a growing health challenge. Approximately four million concussions are diagnosed annually in the United States. Concussion is a heterogeneous disorder in causation, symptoms, and outc
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::918cfbc77fb398e5a23c3cf6f456b554
https://pubmed.ncbi.nlm.nih.gov/34166200
https://pubmed.ncbi.nlm.nih.gov/34166200