Zobrazeno 1 - 7
of 7
pro vyhledávání: '"Dacosta Yeboah"'
Autor:
John Matta, Daniel Dobrino, Dacosta Yeboah, Swade Howard, Yasser EL-Manzalawy, Tayo Obafemi-Ajayi
Publikováno v:
Frontiers in Human Neuroscience, Vol 16 (2022)
Autism Spectrum Disorder (ASD) is extremely heterogeneous clinically and genetically. There is a pressing need for a better understanding of the heterogeneity of ASD based on scientifically rigorous approaches centered on systematic evaluation of the
Externí odkaz:
https://doaj.org/article/460050ff72a342ffa09bef0611d2e6fb
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:
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
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
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
Publikováno v:
SSCI
Clustering is a relevant exploratory tool for a broad range of machine learning applications as it aids identification of meaningful subgroups. For a given clustering algorithm, multiple partitions can be obtained on the same data set by varying algo