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A universal network strategy for lightspeed computation of entropy-regularized optimal transport.
Neural Netw
December 2024
School of Economics and Management, University of Chinese Academy of Sciences, Beijing, 100190, China; Research Center on Fictitious Economy and Data Science, Chinese Academy of Sciences, Beijing, 100190, China; Key Laboratory of Big Data Mining and Knowledge Management, Chinese Academy of Sciences, Beijing, 100190, China. Electronic address:
Optimal transport (OT) is an effective tool for measuring discrepancies in probability distributions and histograms of features. To reduce its high computational complexity, entropy-regularized OT is proposed, which is computed through Sinkhorn algorithm and can be readily integrated into neural networks. However, each time the parameters of networks are updated, both the value and derivative of OT need to be calculated.
View Article and Find Full Text PDFDo SMS/e-mail reminders increase influenza vaccination of rheumatoid arthritis patients under anti-TNF: a nested randomized controlled trial in the ART e-cohort.
Rheumatology (Oxford)
November 2024
Department of Rheumatology and National Reference Center for Rare Systemic Autoimmune Diseases, AP-HP, Hôpital Bicêtre, Université Paris-Saclay, Le Kremlin Bicêtre, France.
Objectives: To evaluate the effectiveness of short message service (SMS) and/or email reminders in improving influenza vaccination coverage rates among rheumatoid arthritis (RA) patients treated with anti-TNF therapies, and to identify factors associated with vaccination.
Methods: A nested randomized controlled trial in the ART e-cohort, an ongoing French nationwide multicentre prospective cohort of RA patients treated with anti-TNF therapy. Patients were 1:1 randomized, with stratification on age.
Advances in diagnostic imaging and interventional treatment of aphasia after basal ganglia stroke.
Neuroscience
January 2025
Department of Radiology, the First Hospital of Jilin University, Changchun, Jilin 130021, China. Electronic address:
Article Synopsis
- Post-stroke basal ganglia aphasia is a temporary language disorder caused by damage to the basal ganglia, affecting around 22% of stroke patients, highlighting the role of subcortical structures in language processing.
- Early diagnosis through advanced imaging techniques like diffusion tensor imaging and functional MRI is crucial for predicting recovery and improving rehabilitation outcomes.
- Treatment options include transcranial magnetic stimulation along with conventional medications and speech therapy, making it essential to understand the condition for better patient care.
Evaluation of Rheumatologists' Teledermatology Practices and Perspectives.
Eur J Rheumatol
October 2024
Department of Internal Medicine, Division of Rheumatology, Dokuz Eylül University School of Medicine, Izmir, Türkiye.
Objective: In their regular practice, rheumatologists often come across patients with skin and nail abnormalities, so they need dermatology consultations. A new option available today is the use of telemedicine for dermatology consultations. The aim of this study is to assess how frequently rheumatologists use this method, known as teledermatology (TD), and to investigate their perspectives.
View Article and Find Full Text PDF[Relationship between changes in lifestyle and sleep duration due to the spread of coronavirus disease (COVID-19) in older adults: A cross-sectional study].
Nihon Koshu Eisei Zasshi
October 2024
Department of Public Health, Fukushima Medical University School of Medicine.
Objectives In response to the spread of COVID-19, a state of emergency was declared on April 7, 2020. People were asked to stay at home unless necessary, and studies conducted in Japan and other countries have investigated the impact of these restrictions on the lives and health of older adults. While some studies have focused on sleep, a crucial aspect of the health of older adults, little is known about the relationship between sleep and various lifestyle changes experienced by older adults in Japan during the COVID-19 pandemic.
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