Results 151 to 160 of about 392,453 (267)

The Algorithms of Distributed Learning and Distributed Estimation about Intelligent Wireless Sensor Network. [PDF]

Sensors (Basel), 2020
Tan F.
europepmc   +1 more source

Multimodal Data‐Driven Microstructure Characterization

Advanced Engineering Materials, EarlyView.
A self‐consistent autonomous workflow for EBSP‐based microstructure segmentation by integrating PCA, GMM clustering, and cNMF with information‐theoretic parameter selection, requiring no user input. An optimal ROI size related to characteristic grain size is identified.
Qi Zhang, Santiago Benito, Özge Özgün, Sebastian Weber, Markus Stricker   +4 more
wiley   +1 more source

Foundation model-driven distributed learning for enhanced retinal age prediction. [PDF]

J Am Med Inform Assoc
Nielsen C, Souza R, Wilms M, Forkert ND.
europepmc   +1 more source

Characterization of Long Covid Temporal Sub-Phenotypes by Distributed Learning from Electronic Health Record Data

, 2023
Dagliati A, Strasser Z, Abad ZSH, Klann JG, Wagholikar K, Mesa R, Visweswaran S, Morris M, Luo Y, Henderson DW, Samayamuthu MJ, Tan BW, Verdy G, Omenn GS, Xia Z, Bellazzi R, The Consortium for Clinical Characterization of COVID-19 by EHR (4CE), Holmes J, Murphy S, Estiri H.   +19 more
europepmc   +1 more source

Distributed Learning Based Joint Communication and Computation Strategy of IoT Devices in Smart Cities. [PDF]

Sensors (Basel), 2020
Liu T, Luo R, Xu F, Fan C, Zhao C.
europepmc   +1 more source

Symbolic Regression and Multi‐Objective Optimization of the Flory–Huggins Interaction Parameter for Hydrogels

Advanced Engineering Materials, EarlyView.
We develop a data‐driven method to derive the mathematical expressions of the Flory–Huggins interaction parameter χ for the swelling behavior of temperature–responsive hydrogels. Starting from initial assumptions of χ, our workflow combines Bayesian optimization, Flory–Rehner theory, and symbolic regression to generate candidate χ expressions.
Yawen Wang, Adrian Ehrenhofer, Thomas Wallmersperger   +2 more
wiley   +1 more source

Efficient Nonparametric Estimation of 3D Point Cloud Signals through Distributed Learning. [PDF]

J Comput Graph Stat
Wang G, Wang Y, Gao AS, Wang L.
europepmc   +1 more source

Privacy-preserving distributed learning of radiomics to predict overall survival and HPV status in head and neck cancer. [PDF]

Sci Rep, 2020
Bogowicz M, Jochems A, Deist TM, Tanadini-Lang S, Huang SH, Chan B, Waldron JN, Bratman S, O'Sullivan B, Riesterer O, Studer G, Unkelbach J, Barakat S, Brakenhoff RH, Nauta I, Gazzani SE, Calareso G, Scheckenbach K, Hoebers F, Wesseling FWR, Keek S, Sanduleanu S, Leijenaar RTH, Vergeer MR, Leemans CR, Terhaard CHJ, van den Brekel MWM, Hamming-Vrieze O, van der Heijden MA, Elhalawani HM, Fuller CD, Guckenberger M, Lambin P, Lambin P.   +33 more
europepmc   +1 more source

Microstructure Evolution of a VMnFeCoNi High‐Entropy Alloy After Synthesis, Swaging, and Annealing

Advanced Engineering Materials, EarlyView.
The synthesis and processing (rotary swaging and annealing) of the novel VMnFeCoNi alloy is investigated, alongside the estimation of the grain size effect on hardness. Analysis of a wide grain size range of recrystallized microstructures (12–210 µm) reveals a low annealing twin density.
Aditya Srinivasan Tirunilai, Zeki Ayrildi, Buse Şen, Maik Rajkowski, Mathias Redondo Garcia, Markus Stricker, Guillaume Laplanche   +6 more
wiley   +1 more source

HarmonyTM: multi-center data harmonization applied to distributed learning for Parkinson's disease classification. [PDF]

J Med Imaging (Bellingham)
Souza R, Stanley EAM, Gulve V, Moore J, Kang C, Camicioli R, Monchi O, Ismail Z, Wilms M, Forkert ND.   +9 more
europepmc   +1 more source