Results 181 to 190 of about 30,092 (257)

Addressing data heterogeneity in distributed medical imaging with heterosync learning. [PDF]

Nat Commun
Hu HT, Li MD, Lin XX, Cai MY, Liu S, Wu SH, Tong WJ, Ye FY, Hu JB, Ke WP, Chen LD, Yang H, Liu GJ, Wang HB, Lu MD, Huang QH, Kuang M, Wang W, Ultrasound Engineering Institute, Medical Industry Branch of China Association Plant Engineering (UE-MICAP).   +19 more
europepmc   +1 more source

tA New Class of Skew Normal Distribution : Tanh- Skew Normal Distribution and its Properties

In this article we suggest a new class of skew normal distribution. It will be referred to as Tanh skew-normal distribution, where (Tanh) is a hyperbolic tangent function; a class of skew-normal distribution is proposed by considering a new skew function, It is not a probability distribution function, some properties of this new class distribution ...
Mahmoud, Mahmoud R., El-Damrawy, Hanan H., Abdalla, Hassan S.   +2 more
openaire   +1 more source

A new drag and lift correlation for spherocylinders from fully resolved Immersed Boundary Method

AIChE Journal, EarlyView.
Abstract Many industrial processes deal with non‐spherical particles, e.g., mineral mining and biomass conversion. It is crucial to understand the particles' hydrodynamics to control and optimize these processes. To extend the current state‐of‐the‐art from arrays of spherical particles to spherocylindrical particles, we performed extensive particle ...
A. H. Huijgen, Y. Sterkenburgh, Y. Tang, N. G. Deen, M. W. Baltussen   +4 more
wiley   +1 more source

MFedBN: Tackling Data Heterogeneity with Gradient-Based Aggregation and Advanced Distribution Skew Modeling. [PDF]

Sensors (Basel)
Mreish K, Novikova E, Chaplygin M, Kholod I, Alnajar T.   +4 more
europepmc   +1 more source

Machine Learning‐Enhanced Random Matrix Theory Design for Human Immunodeficiency Virus Vaccine Development

Advanced Intelligent Discovery, EarlyView.
This study integrates random matrix theory (RMT) and principal component analysis (PCA) to improve the identification of correlated regions in HIV protein sequences for vaccine design. PCA validation enhances the reliability of RMT‐derived correlations, particularly in small‐sample, high‐dimensional datasets, enabling more accurate detection of ...
Mariyam Siddiqah, Muhammad Zulqarnain Zeb, Muhammad Husnain Zeb, Babar Shabbir   +3 more
wiley   +1 more source

Federated learning for critical electrical infrastructure-handling data heterogeneity for predictive maintenance of substation equipment. [PDF]

Front Artif Intell
Ghosh S, Mittal G.
europepmc   +1 more source

Sampling Strategy: An Overlooked Factor Affecting Artificial Intelligence Prediction Accuracy of Peptides’ Physicochemical Properties

Advanced Intelligent Discovery, EarlyView.
This study reveals that sampling strategy (i.e., sampling size and approach) is a foundational prerequisite for building accurate and generalizable AI models in peptide discovery. Reaching a threshold of 7.5% of the total tetrapeptide sequence space was essential to ensure reliable predictions.
Meiru Yan, Ankeer Abuduhebaier, Haojin Zhou, Jiaqi Wang   +3 more
wiley   +1 more source

Ordinary Differential Equation Modeling and a Novel Zubair-Fréchet Distribution for Cholera in Ghana With Control Strategies. [PDF]

Health Sci Rep
Nyamekye KA, Sampane-Donkor E, Quarshie J, Asiedu-Bekoe F, Abdul-Tawab A, Aheto JMK.   +5 more
europepmc   +1 more source

Data‐Driven High‐Throughput Volume Fraction Estimation From X‐Ray Diffraction Patterns

Advanced Intelligent Discovery, EarlyView.
Long exposure times and the need for manual evaluation limit the use of X‐ray diffraction in high‐throughput applications. This study presents a data‐driven approach addressing both issues. HiVE (a method for High‐throughput Volume fraction Estimation) performs composition estimation for high‐noise XRD patterns produced using polychromatic emission ...
Hawo H. Höfer, André Orth, Robert Wang, Ben Breitung, Simon Schweidler, Jasmin Aghassi‐Hagmann, Markus Reischl   +6 more
wiley   +1 more source

Chirobiophore: A Novel Framework for Quantifying Biochirality in Macromolecular Systems. [PDF]

Biomolecules
Lungu CN, Basak SC.
europepmc   +1 more source