PLoS ONE

Vol. 21, Issue 1 Issue 1 2026
1294
Articles

Articles in this Issue

EFEN-YOLOv8: Surface defect detection network based on spatial feature capture and multi-level weighted attention

Meishun Wu, Jinmin Peng, Xinyi Yu et al. Jan 02, 2026 pp. e0339617 10.1371/journal.pone.0339617

Surface defects in industrial environments severely the impact product aesthetics, quality, and operational efficiency. Although deep learning approaches show promise, current architectures often demo...

Reinstating motivational states: Electrical signatures of craving and neural mind reading

Alice Mado Proverbio, Alice Zanetti Jan 02, 2026 pp. e0315068 10.1371/journal.pone.0315068

The aim of this electroencephalogram (EEG) study was to identify electrical neuro-markers of 12 different motivational and physiological states such as visceral craves, affective and somatosensory sta...

Dialogism in publicity discourses of Anglo-American and Chinese universities: A comparative analysis based on Engagement System

Lu Zheng Jan 02, 2026 pp. e0340273 10.1371/journal.pone.0340273

Dialogism serves as a critical characteristic of university publicity discourse, encapsulating the origins of ideas and the communicative intentions inherent in such discourse. While both Chinese and...

Research on the evolutionary game and simulation of multiple subjects’ behavior in the reconstruction of old urban residential communities

Yongchang Jiang, Yanjun Dong Jan 02, 2026 pp. e0339495 10.1371/journal.pone.0339495

The successful execution of the reconstruction of old urban residential communities, a significant project that affects people’s livelihoods, depends on the cooperative efforts of several subjects. Ho...

Dentoskeletal changes and anteroposterior improvements in skeletal class III malocclusion treated with MEAW: A retrospective study

Phi Ngoc Quang Tran, Anh Hoang Cu, Minh Ngoc Thuy Tran et al. Jan 02, 2026 pp. e0340197 10.1371/journal.pone.0340197

Background Skeletal Class III malocclusion is a severe dentofacial deformity that often requires surgical correction, but the associated risks have increased interest in non-surgic...

A predictive model of joint dynamics and ground reaction force using only leg length, body mass, and walking cadence

Huan Zhao, Guowu Wei, Junxiao Xie et al. Jan 02, 2026 pp. e0338041 10.1371/journal.pone.0338041

Reconstructing premorbid gait patterns is critical for developing personalized rehabilitation strategies and assistive devices for patients with movement disorders. To achieve this aim, a predictive m...

Correction: An improved GC-MS-SIM analytical method for determination of pendimethalin residue in commercial crops (leaf and soils) and its validation

Anindita Paul, Sujan Majumder, L. K. Prasad et al. Jan 02, 2026 pp. e0340014 10.1371/journal.pone.0340014

FKG-MM: A multi-modal fuzzy knowledge graph with data integration in healthcare

Nguyen Hong Tan, Tran Manh Tuan, Pham Minh Chuan et al. Jan 02, 2026 pp. e0339864 10.1371/journal.pone.0339864

Artificial Intelligence (AI) has been dramatically applied to healthcare in various tasks to support clinicians in disease diagnosis and prognosis. It has been known that accurate diagnosis must be dr...

Exploring parent-child relationships in families with advanced age parents: An interview study with adult offspring of ‘older’ parents in Switzerland

Nathalie Bettina Neeser, Andrea Martani, Kato Verghote et al. Jan 02, 2026 pp. e0340365 10.1371/journal.pone.0340365

In many societies, people are becoming parents at an older age. Although there is research on medical implications of advanced parental age (APA), little is known about the parent-child relationships...

Research on the evolution mechanism of main control factors for coalbed methane extraction

Ting Xia, Enyu Xu, Xijian Li et al. Jan 02, 2026 pp. e0338859 10.1371/journal.pone.0338859

To study the isothermal adsorption and desorption diffusion processes of anthracite, isothermal adsorption and desorption experiments of coal powder were conducted, and numerical simulations were carr...

Variation in exposure in neighborhoods of Dhaka, Bangladesh across different environmental pathways: The influence of human behavior on fecal exposure in urban environments

Nuhu Amin, Suraja Raj, Jamie Green et al. Jan 02, 2026 pp. e0319883 10.1371/journal.pone.0319883

Background Poor sanitation and fecal sludge management contribute to fecal contamination in Dhaka’s urban environment. An exposure assessment through ten env...

A non-invasive urinary diagnostic signature for diabetic kidney disease revealed by machine learning and single-cell analysis

Yonggang Chen, Jintai Luo, Yingying Zheng et al. Jan 02, 2026 pp. e0340096 10.1371/journal.pone.0340096

Background Diabetic kidney disease (DKD) poses a significant health burden with inadequate diagnostic sensitivity. This study develops non-invasive biomarkers by integrating urinar...

Software for dataset-wide XAI: From local explanations to global insights with Zennit, CoRelAy, and ViRelAy

Christopher J. Anders, David Neumann, Wojciech Samek et al. Jan 02, 2026 pp. e0336683 10.1371/journal.pone.0336683

The predictive capabilities of Deep Neural Networks (DNNs) are well-established, yet the underlying mechanisms driving these predictions often remain opaque. The advent of Explainable Artificial Intel...

Benchmarking machine learning for bowel sound pattern classification – From tabular features to pretrained models

Zahra Mansour, Verena Nicole Uslar, Dirk Weyhe et al. Jan 02, 2026 pp. e0338911 10.1371/journal.pone.0338911

The development of electronic stethoscopes and wearable recording sensors opened the door to the automated analysis of bowel sound (BS) signals. This enables a data-driven analysis of bowel sound patt...

A simulation study of the cost of cerebral vasospasm treatments with clazosentan: A mathematical model using time-driven activity-based costing

Jieyu Zhao, Kota Kurisu, Kazuki Ohashi et al. Jan 02, 2026 pp. e0340076 10.1371/journal.pone.0340076

In this work, we aimed to assess the impact of clazosentan on clinical labour time costs within Japan’s value-based healthcare system using time-driven activity-based costing. Time-driven activity-bas...

Variability of a predator-prey interaction in the plankton: Encounters and feeding rates of the chaetognath Flaccisagitta enflata upon copepods

Laura Sanvicente-Añorve, Elia Lemus-Santana, Gerardo Molina-Sandoval et al. Jan 02, 2026 pp. e0340065 10.1371/journal.pone.0340065

This study examined the predator-prey interaction between Flaccisagitta enflata , a dominant chaetognath species, and copepods in the southwestern Gulf of Mexic...

Mathematical modeling of glucose regulation and sleep resting heart rate to predict risk of metabolic dysregulation in cancer survivors

Yue Liao, Christine Spadola, Souvik Roy Jan 02, 2026 pp. e0339461 10.1371/journal.pone.0339461

Sleep-related alterations in glucose metabolism and autonomic regulation play a critical role in the early development of type 2 diabetes mellitus (T2DM), especially among cancer survivors. Motivated...

Spatial differentiation in public perception of peak summer heat based on microblog big data

Yanling Sheng, Jiaqiao Zhen, Yihan Zhang et al. Jan 02, 2026 pp. e0337738 10.1371/journal.pone.0337738

The health problems caused by heat waves have attracted widespread global attention. High temperature is characterized by human perception before triggering discomfort. Understanding the public percep...

Attitude, self-efficacy, and perceived risk toward seasonal influenza vaccination among primary care physicians in Qatar: A cross-sectional study

Kamran Aziz, Mansoura Salem Ismail, Marwa Bibars et al. Jan 02, 2026 pp. e0323518 10.1371/journal.pone.0323518

Primary care physicians (PCPs) play a critical role in influencing vaccination decisions, both for their patients and for themselves. However, the success of vaccination programs often depends on the...

Experiences and needs of patients facing incurable cancer and their relatives with informal care in psychosocial supporting centres in the Netherlands: A qualitative study

Suzanne D. Siemelink, Julia van Koeveringe, Monique Bussmann et al. Jan 02, 2026 pp. e0339703 10.1371/journal.pone.0339703

Purpose People facing incurable cancer need appropriate informal psychosocial care. This study examines the experiences and needs of visitors of IPSO centers (psychosocial supporti...

From data to decisions: Predicting inpatient burn mortality with advanced classification models

Yasin Sabet Kouhanjani, Mohammad Sattari, Asghar Ehteshami Jan 02, 2026 pp. e0338564 10.1371/journal.pone.0338564

Introduction Burn injuries are a major global health challenge. Predicting mortality in burn patients using data mining can enhance therapeutic decision-making, but the long-term r...

Collaborative optimization of computational offloading and resource allocation based on Stackelberg game

Lina Li, Qinghe Yu, Chundong Wang et al. Jan 02, 2026 pp. e0339955 10.1371/journal.pone.0339955

The exponential growth of the Internet of Things and mobile edge computing has intensified the need for substantial data processing and instantaneous response. Consequently, collaboration between the...

The association between parent-child communication and adolescents’ non-cognitive abilities: An examination of the chain mediating effect

Minghan Cai, Huijie Guo, Dailong Fang et al. Jan 02, 2026 pp. e0338946 10.1371/journal.pone.0338946

This study aims to explore the interplay between parent-child communication, social support, physical exercise and non-cognitive abilities among adolescents. Using data from the China Education Panel...

Predictive effects of diabetes-related risk factors for falls in community-dwelling people with diabetic peripheral neuropathy based on a logistic regression model

Eneida Yuri Suda, Cristina Dallemole Sartor, Anice de Campos Passaro et al. Jan 02, 2026 pp. e0340262 10.1371/journal.pone.0340262

Background This study aimed to identify the predictive effects of different aspects of diabetic peripheral neuropathy (DPN) and other already known risk factors for falls through a...

Land security and crop theft in rural Tanzania

Nelson A. Ochieng, Ulrike Grote, Arnab K. Basu Jan 02, 2026 pp. e0334273 10.1371/journal.pone.0334273

Is the risk of agricultural crime victimization linked to land titling and different land tenure modes? Drawing on a unique household survey from rural Tanzania, we find that farmers cultivating indiv...

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Journal Info

Publisher Public Library of Science
ISSN 1932-6203
Subject Health Sciences
Language English
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