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Condition: Anxiety
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Total 113 results found since Jan 2013.

Sensors, Vol. 23, Pages 7946: Explainable Risk Prediction of Post-Stroke Adverse Mental Outcomes Using Machine Learning Techniques in a Population of 1780 Patients
In this study, we aimed to develop a machine learning (ML) model to predict the risk of PSAMO. We retrospectively studied 1780 patients with stroke who were divided into PSAMO vs. no PSAMO groups based on results of validated depression and anxiety questionnaires. The features collected included demographic and sociological data, quality of life scores, stroke-related information, medical and medication history, and comorbidities. Recursive feature elimination was used to select features to input in parallel to eight ML algorithms to train and test the model. Bayesian optimization was used for hyperparameter tuning. Shaple...
Source: Sensors - September 17, 2023 Category: Biotechnology Authors: Chien Wei Oei Eddie Yin Kwee Ng Matthew Hok Shan Ng Ru-San Tan Yam Meng Chan Lai Gwen Chan Udyavara Rajendra Acharya Tags: Communication Source Type: research

The Role of Progranulin (PGRN) in the Pathogenesis of Ischemic Stroke
Cell Mol Neurobiol. 2023 Aug 10. doi: 10.1007/s10571-023-01396-8. Online ahead of print.ABSTRACTStroke is a life-threatening medical condition and is a leading cause of disability. Cerebral ischemia is characterized by a distinct inflammatory response starting with the production of various cytokines and other inflammation-related agents. Progranulin (PGRN), a multifunctional protein, is critical in diverse physiological reactions, such as cell proliferation, inflammation, wound healing, and nervous system development. A mature PGRN is anti-inflammatory, while granulin, its derivative, conversely induces pro-inflammatory c...
Source: Cellular and Molecular Neurobiology - August 10, 2023 Category: Cytology Authors: Daryush Purrahman Ali Shojaeian Łukasz A Poniatowski Bart łomiej Piechowski-Jóźwiak Mohammad-Reza Mahmoudian-Sani Source Type: research

Predicting new-onset post-stroke depression from real-world data using machine learning algorithm
DiscussionMachine learning models can provide as potential predictive tools for PSD and important factors are identified to alert clinicians for early detection of depression in high-risk stroke patients.
Source: Frontiers in Psychiatry - June 19, 2023 Category: Psychiatry Source Type: research

Billions With Nutrition Deficiency!?
Almost no one gets enough selenium. Officially, at least a billion — with a B — people have a selenium deficiency.1 But I suspect the numbers are much higher than that. You can’t get enough selenium from food alone anymore. That’s true even if you eat a healthy, varied diet. And you can thank Big Agra for that. With their harsh pesticides, synthetic fertilizers, and single-crop strategy, these massive farms have stripped the nutrients out of the soil. No nutrients in the soil mean no nutrients in the food. All of this makes it difficult — if not impossible — to get even some of the daily selenium you need to ...
Source: Al Sears, MD Natural Remedies - May 15, 2023 Category: Complementary Medicine Authors: Jacob Tags: Anti-Aging Nutrition Source Type: news

What Are the Classifications of Perinatal Stroke?
Discussion Perinatal stroke occurs in about 1:1000 live births and is a “focal vascular injury from the fetal period to 28 days postnatal age.” Perinatal stroke is the most common cause of hemiparetic cerebral palsy and causes other significant morbidity including cognitive deficits, learning disabilities, motor problems, sensory problems including visual and hearing disorders, epilepsy, and behavioral and psychological problems. Family members are also affected because of the potential anxiety and guilt feelings that having a child with a stroke presents, along with the care that may be needed over the child&#...
Source: PediatricEducation.org - May 1, 2023 Category: Pediatrics Authors: Pediatric Education Tags: Uncategorized Source Type: news

America Has No Way to Take Care of Mentally Ill People
With evermore unhoused people on the streets of our biggest cities, and publicized subway crimes in New York, mental health treatment is again in the news. Politicians speak about “caring” for the mentally ill in a new way, which turns out to be the old way—putting them away. The mention of involuntary confinement, predictably, sparks anxiety and controversy, giving rise to the question of whom this policy is meant to help: the people taken away or the rest of population, those shopping, jogging, carrying groceries home, who, presumably, will no longer be bothered by the inconvenient reality of a person s...
Source: TIME: Health - March 31, 2023 Category: Consumer Health News Authors: Mona Simpson Tags: Uncategorized freelance Psychology Source Type: news

Acori Tatarinowii Rhizoma: A comprehensive review of its chemical composition, pharmacology, pharmacokinetics and toxicity
Acori Tatarinowii Rhizoma (ATR, Shi Chang Pu in Chinese), a natural product with multiple targets in various diseases. This review provides the comprehensive summary of the chemical composition, pharmacological effects, pharmacokinetics parameters and toxicity of ATR. The results indicated that ATR possesses a wide spectrum of chemical composition, including volatile oil, terpenoids, organic acids, flavonoids, amino acids, lignin, carbohydrates and so on. Accumulating evidence from various studies has shown that ATR exerts a wide range of pharmacological properties, including protecting nerve cells, alleviating learning an...
Source: Frontiers in Pharmacology - March 16, 2023 Category: Drugs & Pharmacology Source Type: research