Zobrazeno 1 - 10
of 26
pro vyhledávání: '"Maziyar Baran Pouyan"'
Publikováno v:
Bioinformatics
Motivation Single-cell RNA-seq analysis has emerged as a powerful tool for understanding inter-cellular heterogeneity. Due to the inherent noise of the data, computational techniques often rely on dimensionality reduction (DR) as both a pre-processin
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::2e52a98a15a9273c101041c5806e09b4
https://pubmed.ncbi.nlm.nih.gov/35302586
https://pubmed.ncbi.nlm.nih.gov/35302586
MotivationSingle-cell RNA-seq analysis has emerged as a powerful tool for understanding inter-cellular heterogeneity. Due to the inherent noise of the data, computational techniques often rely on dimensionality reduction (DR) as both a pre-processing
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::043faaae4aac326c5557be537a32bd7f
https://doi.org/10.1101/2020.01.31.927921
https://doi.org/10.1101/2020.01.31.927921
Autor:
Maziyar Baran Pouyan, Cynthia Partida, Van N. Selby, Liviu Klein, James M. Rehg, Georg Wieselthaler, Beren Semiz, Omer T. Inan, Leticia Blazquez-Arroyo, Sinan Hersek
Publikováno v:
IEEE J Biomed Health Inform
IEEE journal of biomedical and health informatics, vol 24, iss 7
IEEE journal of biomedical and health informatics, vol 24, iss 7
Objective: Left ventricular assist devices (LVADs) fail in up to 10% of patients due to the development of pump thrombosis. Remote monitoring of patients with LVADs can enable early detection and, subsequently, treatment and prevention of pump thromb
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::ebd0b78f60283b074b1346c688345da0
https://europepmc.org/articles/PMC7380556/
https://europepmc.org/articles/PMC7380556/
Autor:
Maziyar Baran Pouyan, Dennis Kostka
Publikováno v:
Bioinformatics
Motivation Genome-wide transcriptome sequencing applied to single cells (scRNA-seq) is rapidly becoming an assay of choice across many fields of biological and biomedical research. Scientific objectives often revolve around discovery or characterizat
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::4ee3b168f2caa2777ee3ab3416080d54
https://doi.org/10.1093/bioinformatics/bty260
https://doi.org/10.1093/bioinformatics/bty260
Autor:
Caitlin N. Teague, Paul Wolkoff, Mindy L. Millard-Stafford, Omer T. Inan, Geza F. Kogler, Maziyar Baran Pouyan, Sinan Hersek, Michael N. Sawka
Publikováno v:
IEEE Transactions on Biomedical Engineering. 65:1291-1300
OBJECTIVE: To study knee acoustical emission patterns in subjects with acute knee injury immediately following injury and several months after surgery and rehabilitation. METHODS: We employed an unsupervised graph mining algorithm to visualize hetero
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::ec4f6c84b014e7bce1b1ea4505029327
https://doi.org/10.1109/tbme.2017.2743562
https://doi.org/10.1109/tbme.2017.2743562
Publikováno v:
Computers in Biology and Medicine. 82:49-58
Electroencephalography (EEG) is an essential component in evaluation of epilepsy. However, full-channel EEG signals recorded from 18 to 23 electrodes on the scalp is neither wearable nor computationally effective. This paper presents advantages of bo
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::7813d542f6f7080d9a57a77c84875000
https://doi.org/10.1016/j.compbiomed.2017.01.011
https://doi.org/10.1016/j.compbiomed.2017.01.011
Autor:
Andy E. Fano, Maziyar Baran Pouyan, Michael Cafarella, Elena Eneva, Gregory DeAngelo, Saeideh Shahrokh Esfahani
Publikováno v:
ACL (1)
Human trafficking is a worldwide crisis. Traffickers exploit their victims by anonymously offering sexual services through online advertisements. These ads often contain clues that law enforcement can use to separate out potential trafficking cases f
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::82f3d06eec27a731adf62808ae20c3d3
https://doi.org/10.18653/v1/p19-1114
https://doi.org/10.18653/v1/p19-1114
Publikováno v:
Computers in Biology and Medicine. 75:98-108
Pressure ulcers (PUs) are common among vulnerable patients such as elderly, bedridden and diabetic. PUs are very painful for patients and costly for hospitals and nursing homes. Assessment of sleeping parameters on at-risk limbs is critical for ulcer
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::9a1caf5b7182e73ae0e35c849771bb91
https://doi.org/10.1016/j.compbiomed.2016.05.017
https://doi.org/10.1016/j.compbiomed.2016.05.017
Publikováno v:
IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society. 26(3)
In this paper, we investigate the effects of increasing mechanical stress on the knee joints by recording knee acoustical emissions and analyze them using an unsupervised graph mining algorithm. We placed miniature contact microphones on four differe
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::2e99c00eb3216991c767e9a6d47cae34
https://pubmed.ncbi.nlm.nih.gov/29522403
https://pubmed.ncbi.nlm.nih.gov/29522403
Autor:
Sean Dowling, A. Ozan Bicen, J. Alex Heller, Maziyar Baran Pouyan, Omer T. Inan, Alexis Dorier, Teresa De Marco, Shuvo Roy, Liviu Klein, Abdul Q. Javaid, Mozziyar Etemadi
Publikováno v:
Circulation. Heart failure, vol 11, iss 1
Background Remote monitoring of patients with heart failure (HF) using wearable devices can allow patient-specific adjustments to treatments and thereby potentially reduce hospitalizations. We aimed to assess HF state using wearable measurements of e
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::7e47971d0c1cded24726f41c7e8e2ae0
https://doi.org/10.1161/circheartfailure.117.004313
https://doi.org/10.1161/circheartfailure.117.004313