Four decades of retinal vessel segmentation research (1982–2025) are synthesized, spanning classical image processing, machine learning, and deep learning paradigms. A meta‐analysis of 428 studies establishes a unified taxonomy and highlights performance trends, generalization capabilities, and clinical relevance.
Avinash Bansal +6 more
wiley +1 more source
Artificial intelligence (AI) is reshaping autonomous mobile robot navigation beyond classical pipelines. This review analyzes how AI techniques are integrated into core navigation tasks, including path planning and control, localization and mapping, perception, and context‐aware decision‐making. Learning‐based, probabilistic, and soft‐computing methods
Giovanna Guaragnella +5 more
wiley +1 more source
A harmony search algorithm for clustering with feature selection
En este artículo se presenta un nuevo algoritmo de clustering denominado IHSK, con la capacidad de seleccionar características en un orden de complejidad lineal. El algoritmo es inspirado en la combinación de los algoritmos de búsqueda armónica y K-means.
Carlos Cobos +2 more
doaj
Mutation-Based Harmony Search Algorithm for Hybrid Testing of Web Service Composition. [PDF]
Maythaisong E, Songpan W.
europepmc +1 more source
Diffusion MRI and α‐Synuclein Seed Amplification Status in Parkinson's Disease
Objective Positive α‐synuclein seed amplification assay (SAA) is a biomarker found in most people with Parkinson's disease (PD). We explored if free‐water (FW) imaging detects microstructural differences in the brains of patients with early PD with SAA+ or SAA– status.
Shannon Y. Chiu +145 more
wiley +1 more source
Application of Levy flight-based harmony search algorithm for the flexible job shop scheduling. [PDF]
Li J, Zhou Y.
europepmc +1 more source
A new Digital Harmony Search algorithm for optimizing Pump Scheduling in Water Distribution Networks. [PDF]
De Paola F +3 more
europepmc +1 more source
Niche harmony search algorithm for detecting complex disease associated high-order SNP combinations. [PDF]
Tuo S +5 more
europepmc +1 more source
Author Correction: Niche harmony search algorithm for detecting complex disease associated high-order SNP combinations. [PDF]
Tuo S +5 more
europepmc +1 more source
A Hybrid Semi‐Inverse Variational and Machine Learning Approach for the Schrödinger Equation
A hybrid semi‐inverse variational and machine‐learning framework is presented for solving the Schrödinger equation with complex quantum potentials. Physics‐based variational solutions generate high‐quality training data, enabling Random Forest and Neural Network models to deliver near‐perfect energy predictions.
Khalid Reggab +5 more
wiley +1 more source

