Personalized movie recommendation in IoT-enhanced systems using graph convolutional network and multi-layer perceptron. [PDF]
Ye S, Huang Q, Xia H.
europepmc +1 more source
StackNet-DenVIS: a multi-layer perceptron stacked ensembling approach for COVID-19 detection using X-ray images. [PDF]
Autee P, Bagwe S, Shah V, Srivastava K.
europepmc +1 more source
The AI‐enabled multimodal framework for whole‐life myopia management. Graphical abstract illustrates the transition of myopia care from premyopia to myopia, high myopia, and pathologic myopia. Multimodal data, including demographic and refractive information, genetic, behavioral and environmental factors, ophthalmic imaging, and omics profiles, can be ...
Zewei Zhang +6 more
wiley +1 more source
Single-image super-resolution reconstruction based on phase-aware visual multi-layer perceptron (MLP). [PDF]
Shi C, Li M, An Z.
europepmc +1 more source
Advanced Deep Learning and Hybrid Architectures in Biomedical Data Analysis for Advances in Medicine
This review summarizes AI methods for biomedical imaging and clinical data analysis. Deep learning and multimodal models improve feature learning and diagnostic accuracy. Future progress requires explainable and generalizable AI for precision medicine.
Lifeng Li +4 more
wiley +1 more source
Self-learning salp swarm algorithm for global optimization and its application in multi-layer perceptron model training. [PDF]
Yang Z, Jiang Y, Yeh WC.
europepmc +1 more source
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
Configurable Multi-Layer Perceptron-Based Soft Sensors on Embedded Field Programmable Gate Arrays: Targeting Diverse Deployment Goals in Fluid Flow Estimation. [PDF]
Ling T +5 more
europepmc +1 more source
ChatXRD is an LLM‐driven framework that autonomously performs crystal system classification and lattice parameter prediction from XRD data. By integrating a GPT‐5‐based agent with specialized tools and decision tree reasoning, it achieves state‐of‐the‐art accuracy, enabling scalable and reliable high‐throughput materials characterization. ABSTRACT High‐
Xiaoyue He +6 more
wiley +1 more source
Enhanced multi-layer perceptron for CO2 emission prediction with worst moth disrupted moth fly optimization (WMFO). [PDF]
Adegboye OR +5 more
europepmc +1 more source

