Transferable Hot‐Deformation Flow‐Curve Modeling Across Steels Through Transfer Learning
We propose a transferable sequence model that moves steel hot‐deformation ML beyond the “one‐case, one‐model” paradigm. Pretrained across compositions/windows and personalized with four extreme‐condition curves, it improves accuracy and robustness in 10‐fold evaluation.
Changqing Shu +9 more
wiley +1 more source
Enrollment or dropout: dynamics of social health insurance participation among Chinese children and their impact on health service utilization and medical expenses. [PDF]
Xu J, Coyte PC, Kang Z.
europepmc +1 more source
Real‐Time Targeted Slice Reacquisition for Motion‐Corrupted Fetal Diffusion MRI
ABSTRACT Purpose To develop and evaluate a real‐time framework for targeted slice‐level reacquisition in fetal diffusion MRI. Methods A DW‐SE‐EPI sequence was modified to support independent diffusion preparation per slice. A pathology‐robust nnU‐Net segmentation network, updated from a previously published baseline (V1) using pathological fetal cases ...
Jordina Aviles Verdera +7 more
wiley +1 more source
Influence of vitamin D supplementation on ovarian reserve as reflected by anti-Müllerian hormone levels: a meta-analysis of randomized controlled trials. [PDF]
Fang S, Li Y, Fan X, Zheng L.
europepmc +1 more source
Deep Learning Improves Robustness of Voxelwise Kinetic Modeling for Hyperpolarized Carbon‐13 MRI
ABSTRACT Purpose To evaluate whether deep learning improves the robustness of voxelwise kinetic parameter estimation from hyperpolarized (HP) 13C MRI compared with nonlinear least‐squares (NLLS) fitting. Methods A hybrid neural network (NN) was trained on synthetic pyruvate/lactate time courses generated from an open‐system two‐compartment HP 13C ...
Kofi Deh +5 more
wiley +1 more source
Comparative evaluation of calcium-enriched mixture and mineral trioxide aggregate in vital pulp therapy of molars: A systematic review. [PDF]
Lamb AR +5 more
europepmc +1 more source
Feasibility of an Online Resilience Program for Mothers With Adverse Childhood Experiences
ABSTRACT Enhancing maternal resilience through targeted interventions has emerged as a promising strategy for preventing the intergenerational transmission of adverse childhood experiences (ACEs). This study aimed to develop and evaluate the feasibility of an online resilience program tailored for mothers with ACEs.
Hyeseon Yun, Eun Kyoung Choi
wiley +1 more source
Mapping the Effectiveness of Compensatory Stepping Training for Balance and Fall Prevention in Community-Dwelling Older Adults: A Scoping Review. [PDF]
Bhattad RR, Tungikar SL.
europepmc +1 more source
Abstract Objective Chronic rhinosinusitis (CRS) affects all sociodemographic groups. While studies have explored social determinants of health (SDOH), sociodemographics, and health behaviors, their specific effects on CRS outcomes are unclear, making tailored care difficult.
Kassandra M. Jade +8 more
wiley +1 more source
Daily Negative Affect and Reaction Time Inconsistency in Emerging Adults: Ecological Momentary Assessment Study. [PDF]
Rutter LA +4 more
europepmc +1 more source

