Results 41 to 50 of about 2,412,500 (372)

Federated Learning Over Wireless Networks: Convergence Analysis and Resource Allocation [PDF]

IEEE/ACM Transactions on Networking, 2019
There is an increasing interest in a fast-growing machine learning technique called Federated Learning (FL), in which the model training is distributed over mobile user equipment (UEs), exploiting UEs’ local computation and training data.
Canh T. Dinh, N. H. Tran, Minh N. H. Nguyen, C. Hong, Wei Bao, Albert Y. Zomaya, Vincent Gramoli   +6 more
semanticscholar   +1 more source

Local healthcare resources associated with unmet healthcare needs in South Korea: a spatial analysis

Geospatial Health
Despite national initiatives to enhance healthcare accessibility, unmet healthcare needs in South Korea remain notably high, particularly in specific regions.
Sang Min Lee, Dong Woo Huh, Young Gyu Kwon   +2 more
doaj   +1 more source

Optimal Resource Allocation Model and Algorithm for Elastic Enterprise Applications Migration to the Cloud

Mathematics, 2019
Cloud computing has been widely used in various industries in recent years. However, when migrating enterprise applications into the cloud, enterprise users face a problem with minimizing migration time and cloud resource providers face a dilemma of ...
Shiyong Li, Yue Zhang, Wei Sun
doaj   +1 more source

Targeted metabolomics reveals novel diagnostic biomarkers for colorectal cancer

Molecular Oncology, EarlyView.
This study employed targeted metabolomic profiling to identify 302 distinct metabolites present in platelet‐rich plasma (PRP), revealing aberrant metabolic profiles amongst individuals diagnosed with colorectal cancer (CRC). Compared to carcinoembryonic antigen (CEA) and cancer antigen 19‐9 (CA199), our metabolite panel showed improved sensitivity ...
Zuojian Hu, Fenglin Shen, Yang Liu, Ziqing Zhong, Yongling Chen, Zhiyuan Xia, Cuiju Mo, Hongxiu Yu   +7 more
wiley   +1 more source

Medical students’ perceptions of improving physician satisfaction and patient care: a text network analysis approach

BMC Medical Education
Background Physicians’ job satisfaction and their relationships with patients are critical factors in modern healthcare. Understanding medical students’ perceptions of these aspects is crucial for enhancing the quality of healthcare.
Young Gyu Kwon, Myeong Namgung, Song Hee Park, Mi Kyung Kim, Hyo Hyun Yoo, Chan Woong Kim   +5 more
doaj   +1 more source

Enhancing patient engagement in cancer research: a focus on patient‐centric approaches to scientific discovery

Molecular Oncology, EarlyView.
Patient engagement involves actively including patients in healthcare decisions and research to ensure care and studies align with their needs. This approach improves outcomes, trust, and communication while fostering collaboration between patients and professionals.
Estela Cepeda, Marina Reguero, Vanesa Abón, Marta Puyol   +3 more
wiley   +1 more source

Honoring donors: medical students’ reflections on cadaveric dissection

BMC Medical Education
Background Cadaveric dissection is an essential practice for medical students to understand human anatomy and internalize professional attitudes toward death, such as empathy and respect for the deceased.
Young Gyu Kwon, Myeong Namgung, Song Hee Park, Mi Kyung Kim, Chan Woong Kim, Hyo Hyun Yoo   +5 more
doaj   +1 more source

Multi-Resource Allocation for Network Slicing

IEEE/ACM Transactions on Networking, 2020
Among the novelties introduced by 5G networks, the formalization of the ‘network slice’ as a resource allocation unit is an important one. In legacy networks, resources such as link bandwidth, spectrum, computing capacity are allocated independently of ...
Francesca Fossati, Stefano Moretti, P. Perny, Stefano Secci   +3 more
semanticscholar   +1 more source

Evaluation of synaptotagmin‐1 action models by all‐atom molecular dynamics simulations

FEBS Open Bio, EarlyView.
We used molecular dynamics simulations to test models proposing that synaptotagmin‐1 facilitates membrane fusion by perturbing lipid bilayers, inducing membrane curvature and/or bridging membranes. The simulations show that synaptotagmin‐1 C2‐domains placed near the site of fusion hinder the ability of SNARE complexes to bring the membranes together ...
Josep Rizo, Klaudia Jaczynska, Christian Rosenmund   +2 more
wiley   +1 more source

Semi-supervised human resource scheduling based on deep presentation in the cloud

EURASIP Journal on Wireless Communications and Networking, 2020
Traditional competitive human resource allocation is no longer suitable for contemporary requirements. To improve the effectiveness of human resource management and the degree of matching between jobs and staffs, we propose a novel auto-encoder neural ...
Yuanmo Lin, Xinmei Wang, Rongbin Xu
doaj   +1 more source