John S Baras
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Explore the profile of John S Baras including associated specialties, affiliations and a list of published articles.
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5
Citations
63
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Recent Articles
1.
Mavridis C, Baras J
IEEE Trans Neural Netw Learn Syst
. 2022 Jan;
34(10):7125-7134.
PMID: 34995199
Inherent in virtually every iterative machine learning algorithm is the problem of hyperparameter tuning, which includes three major design parameters: 1) the complexity of the model, e.g., the number of...
2.
Apergi L, Bjarnadottir M, Baras J, Golden B, Anderson K, Chou J, et al.
JMIR Mhealth Uhealth
. 2021 Apr;
9(4):e24646.
PMID: 33792556
Background: Heart failure (HF) is associated with high mortality rates and high costs, and self-care is crucial in the management of the condition. Telehealth can promote patients' self-care while providing...
3.
Kyrtsos C, Baras J
PLoS One
. 2015 Oct;
10(10):e0139574.
PMID: 26448331
Alzheimer's disease (AD) is the most common cause of dementia in the elderly, affecting over 10% population over the age of 65 years. Clinically, AD is described by the symptom...
4.
Kyrtsos C, Baras J
J Bioinform Comput Biol
. 2013 Oct;
11(5):1342003.
PMID: 24131052
Alzheimer's disease (AD) is the most common form of dementia. Even with its well-known symptoms of memory loss and well-characterized pathology of beta amyloid (Aβ) plaques and neurofibrillary tangles, the...
5.
Ivanov V, Yu P, Baras J
Health Informatics J
. 2010 Oct;
16(3):211-23.
PMID: 20889851
Medical information is extremely sensitive in nature - a compromise, such as eavesdropping or tampering by a malicious third party, may result in identity theft, incorrect diagnosis and treatment, and...