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Attention-Based UNet Deep Learning Model for Plaque Segmentation in Carotid Ultrasound for Stroke Risk Stratification: An Artificial Intelligence Paradigm
This study proposes an attention-channel-based UNet deep learning (DL) model that identifies the carotid plaques in the internal carotid artery (ICA) and common carotid artery (CCA) images. Our experiments consist of 970 ICA images from the UK, 379 CCA images from diabetic Japanese patients, and 300 CCA images from post-menopausal women from Hong Kong. We combined both CCA images to form an integrated database of 679 images. A rotation transformation technique was applied to 679 CCA images, doubling the database for the experiments. The cross-validation K5 (80% training: 20% testing) protocol was applied for accuracy deter...
Source: Atherosclerosis - October 26, 2022 Category: Cardiology Authors: Pankaj K Jain Abhishek Dubey Luca Saba Narender N Khanna John R Laird Andrew Nicolaides Mostafa M Fouda Jasjit S Suri Neeraj Sharma Source Type: research

Janssen Submits New Drug Application to U.S. FDA for XARELTO ® (rivaroxaban) to Help Prevent and Treat Blood Clots in Pediatric Patients
RARITAN, NJ, June 23, 2021 – The Janssen Pharmaceutical Companies of Johnson & Johnson announced today it has submitted a New Drug Application (NDA) to the U.S. Food and Drug Administration (FDA) for the use of XARELTO® (rivaroxaban) in pediatric patients. The NDA seeks two pediatric indications: treatment of venous thromboembolism (VTE, or blood clots) and reduction in the risk of recurrent VTE in patients aged birth to less than 18 years of age after at least five days of initial parenteral anticoagulant treatment; and thromboprophylaxis (prevention of blood clots) in patients aged 2 years and older with congenita...
Source: Johnson and Johnson - June 23, 2021 Category: Pharmaceuticals Tags: Innovation Source Type: news

Modifiable Lifestyle Factors and Cognitive Function in Older People: A Cross-Sectional Observational Study
Conclusions: Lifestyle factors, such as physical activity, sleep, and social activity appear to be associated with cognitive function among older people. Physical activity and appropriate durations of sleep and conversation are important for cognitive function. Introduction Dementia is a major public health issue worldwide, with a serious burden for patients, caregivers, and society, as well as substantial economic impacts (1). Although the prevalence of late-life cognitive impairment and dementia are expected to increase in future, effective disease-modifying treatments are currently unavailable. Therefore, unders...
Source: Frontiers in Neurology - April 23, 2019 Category: Neurology Source Type: research

Sensory Re-weighting for Postural Control in Parkinson ’s Disease
In this study, we focused primarily on the change of sensory weighting parameters when sensory conditions change. We also tested the additional hypothesis that levodopa medication would improve sensory weighting for postural control. Materials and Methods Subjects The Institutional Review Board at Oregon Health and Science University (OHSU) approved the protocol for this experiment, and all subjects gave informed consent prior to participating. Eight subjects with PD (three female) and eight healthy, age-matched controls (two female) were recruited from the Balance Disorders Laboratory database and the Parkinson’...
Source: Frontiers in Human Neuroscience - April 16, 2019 Category: Neuroscience Source Type: research

Osteoporosis and Sarcopenia Increase Frailty Syndrome in the Elderly
Conclusions World population is aging and the increase in life expectancy is often unhealthy. In particular, musculoskeletal aging, which leads to sarcopenia and osteoporosis, has several causes such as changes in body composition, inflammation, and hormonal imbalance. Sarcopenia, osteoporosis, and more frequently, sarcopenic obesity are commonly associated with aging and frequently closely linked each other, often leading to the development of a frailty syndrome. Frailty syndrome favors an increased risk of loss function in daily activities, for cardiovascular diseases, cancers, falls, and mortality. As the number of eld...
Source: Frontiers in Endocrinology - April 23, 2019 Category: Endocrinology Source Type: research

Food as Prevention – Rising to Nutritional Challenges
Mothers and their children gather at a community nutrition centre in the little village of Rantolava, Madagascar, to learn more about a healthy diet. Credit: Alain Rakotondravony/IPSBy Gabriele RiccardiNAPLES, Italy, Nov 25 2020 (IPS) The risks factors contributing to the dramatic rise in non-communicable diseases (NCDs) in recent decades have been known for a long time but the Covid-19 pandemic has brutally exposed our collective failure to deal with them. Reporting on the findings of the latest Global Burden of Disease Study, The Lancet warns of a “perfect storm” created by the interaction of the highly infectious C...
Source: IPS Inter Press Service - Health - November 25, 2020 Category: International Medicine & Public Health Authors: Gabriele Riccardi Tags: Development & Aid Economy & Trade Featured Food Security and Nutrition Food Sustainability Global Headlines Health Humanitarian Emergencies Inequity Poverty & SDGs TerraViva United Nations Barilla Center for Food and Nutrition Foun Source Type: news

Janssen Demonstrates Commitment to Advancing Science and Innovation in the Treatment of Solid Tumors at ESMO Annual Congress
September 8, 2021 (RARITAN, N.J.) – The Janssen Pharmaceutical Companies of Johnson & Johnson announced today that more than ten data presentations from its lung cancer, bladder cancer and prostate cancer portfolio and pipeline will be featured during the European Society for Medical Oncology (ESMO) Annual Congress 2021 virtual meeting, September 16–21. Further details about these data and the science Janssen is advancing will be made available throughout ESMO via the Janssen Oncology Virtual Newsroom.“With a diverse oncology portfolio and pipeline spanning bladder cancer, lung cancer and prostate cancer, Janssen...
Source: Johnson and Johnson - September 8, 2021 Category: Pharmaceuticals Tags: Innovation Source Type: news

New Analyses Suggest Favorable Results for STELARA ® (ustekinumab) When Used as a First-Line Therapy for Bio-Naïve Patients with Moderately to Severely Active Crohn’s Disease and Ulcerative Colitis
SPRING HOUSE, PENNSYLVANIA, October 25, 2021 – The Janssen Pharmaceutical Companies of Johnson & Johnson today announced data from two new analyses of STELARA® (ustekinumab) for the treatment of adults with moderately to severely active Crohn’s disease (CD) and ulcerative colitis (UC).1,2 In a modelled analysisa focused on treatment sequencing using data from randomized controlled trials, network meta-analysis and literature, results showed patient time spent in clinical remission or response was highest when STELARA was used as a first-line advanced therapy for bio-naïve patients with moderately to severely acti...
Source: Johnson and Johnson - October 25, 2021 Category: Pharmaceuticals Tags: Innovation Source Type: news

Janssen Data at ASCO GU Demonstrate Longstanding Leadership in Prostate Cancer and Commitment to Advancing Potential New Therapeutic Options for Genitourinary Cancers
Raritan, NJ, Feb. 1, 2022 – The Janssen Pharmaceutical Companies of Johnson & Johnson announced today that 17 presentations will be featured at the 2022 American Society of Clinical Oncology Genitourinary (ASCO GU) Cancers Symposium, taking place in San Francisco and virtually from February 17-19. Building on its long-term leadership in prostate cancer, Janssen is committed to advancing innovative treatments and transforming patient experiences, while focusing on research that may drive better outcomes for people across the genitourinary cancer spectrum. Data to be presented include Phase 3 results for the selective ...
Source: Johnson and Johnson - February 1, 2022 Category: Pharmaceuticals Tags: Innovation Source Type: news

Janssen Data at ASCO GU Support Ambition to Transform Treatment of Prostate and Bladder Cancer Through Precision Medicine and Early Intervention
RARITAN, N.J., February 13, 2023 – The Janssen Pharmaceutical Companies of Johnson & Johnson today announced plans to present more than 20 abstracts featuring seven oncology therapies from its robust portfolio and pipeline at the annual American Society of Clinical Oncology (ASCO) Genitourinary (GU) Cancers Symposium, taking place in San Francisco on February 16-18. Building on more than a decade of leadership in the development of medicines for people diagnosed with GU cancers, Janssen will present data demonstrating its ambition to advance patient-centered treatment through precision medicine, real-world evidence a...
Source: Johnson and Johnson - February 13, 2023 Category: Pharmaceuticals Tags: Latest News Source Type: news