The application of machine learning models to optimal TSP tour length estimation
Abstract The traveling salesman problem (TSP) is a well‐known NP‐hard problem in combinatorial optimization, with numerous applications in logistics and elsewhere. This paper introduces a machine learning‐based approach to estimate the optimal tour length of the TSP, using linear regression, random forests (RF), and neural networks, including ...
Shuhan Kou, Bruce Golden, Luca Bertazzi
wiley +1 more source
Detection of Interpretable and Fine-Grained Brain Tumor Magnetic Resonance Imaging Based on Progressive Pruning: Machine Learning Model Development and Validation Study. [PDF]
Liu Y, Song S, Lian S, Zhang X.
europepmc +1 more source
Lamination of primary visual cortex in the macaque: Layer 5 subdivisions
We show a previously unrecognized trilaminar cytoarchitectonic organization within layer 5 of the opercular portion of the macaque primary visual cortex (V1), denoted as sub‐laminae 5Aα, 5Aβ, and 5B, a region which is involved in foveal and central visual field analyses.
Bashir Ahmed +3 more
wiley +1 more source
Symptom-Level Precision Neurology in Amyotrophic Lateral Sclerosis (ALS): Linking Microglial Pruning, Mitochondrial Nicotinamide Adenine Dinucleotide (NAD+) Compensation, and Autophagy Failure Across the Aging Spectrum. [PDF]
Cheung N.
europepmc +1 more source
Phenotypic Differentiation Between Highland and Coastal Quinoa Under Cold Stress Conditions
ABSTRACT Quinoa (Chenopodium quinoa Willd.) is a genetically diverse Andean crop valued for its nutrition and adaptability to varied agro‐climatic conditions with potential for cultivation in European and Mediterranean, particularly on marginal lands. Low temperatures during early sowing can impair germination, while delayed sowing increases the risk ...
Niharika Rakasi +6 more
wiley +1 more source
Continual learning of multiple cognitive functions with a brain-inspired temporal development mechanism. [PDF]
Han B, Zhao F, Sun Y, Pan W, Zeng Y.
europepmc +1 more source
Periodontitis and metabolic dysfunction‐associated steatotic liver disease
Abstract Objective Periodontitis is a chronic inflammatory disease with systemic effects that extend beyond the oral cavity and contribute to systemic immune and metabolic dysregulation. Chronic liver diseases, particularly metabolic dysfunction‐associated steatotic liver disease (MASLD) and its progressive phenotypes, have emerged as major global ...
Rafael Scaf de Molon +6 more
wiley +1 more source
Editorial: Immune functions of neuroglia. [PDF]
Pfeiffer F, Verkhratsky A, Garaschuk O.
europepmc +1 more source
CADP: Connection-Aware DenseNet Pruning for lightweight plant disease classification. [PDF]
Jiang H +6 more
europepmc +1 more source
Beyond the Adult Mind: A Developmental Framework for Predictive Processing in Infancy
Abstract Predictive Processing has been proposed as the single unifying computation underlying all of cognition, and proponents argue that all psychological phenomena can be explained as consequences of this principle. This theoretical framework has inspired many cognitive scientists and neuroscientists, but it currently has no developmental mechanism ...
Emma K. Ward +4 more
wiley +1 more source

