Sentiment Analysis and Trend Mapping of Hotel Reviews Using LSTM and GRU by Yerik Afrianto Singgalen

“…This study explores applying Long Short-Term Memory (LSTM) and Gated Recurrent Unit (GRU) models for sentiment analysis and trend mapping of hotel reviews, specifically focusing on customer feedback from Hotel Vila Ombak in Lombok, Indonesia. …”
Get full text

Phase Wise Classification of Abnormal Gait in Children With Cerebral Palsy Using Hybrid Neural TEMPODE Deep Learning Techniques by Yelle Kavya, S.Sofana Reka

“…The neurological condition known as Cerebral Palsy which affects motor control, frequently results in abnormal gait patterns that have a major negative influence on mobility and quality of life. …”
Get full text

DFANet: A Deep Feature Attention Network for Building Change Detection in Remote Sensing Imagery by Peigeng Lu, Haiyong Ding, Xiang Tian

“…Second, we introduce a GatedConv module to improve the network’s capability for building edge detection. …”
Get full text

D4Care: A Deep Dynamic Memory-Driven Cross-Modal Feature Representation Network for Clinical Outcome Prediction by Binyue Chen, Guohua Liu

“…In addition, we also introduce a memory-aware constrained layer normalization to alleviate the challenges of multi-modal feature heterogeneity. Besides, we use gating mechanisms and dynamic memory components to enable the model to learn feature information of different historical-current patterns, further improving the model’s performance. …”
Get full text

Epidemiological characteristics and spatial clustering analysis of human brucellosis in Zibo City, Shandong Province, China, 2006–2024 by Rongtao Zhao, Ruixuan Sun, Feng Zhang

“…From 2006 to 2021, a total of 2,176 brucellosis cases were reported in Zibo City, with an average annual incidence rate of 2.50 per 100,000. Middle-aged and older adult populations (aged 35–74 years) were the primary affected groups, accounting for 86.76% (1,888/2,176) of all reported cases. …”
Get full text

Variabilidade espacial de classes de textura, salinidade e condutividade hidráulica de solos em planície aluvial Spatial variability of textural classes, salinity and hydraulic con... by Abelardo A. A. Montenegro, Suzana M. G. L. Montenegro

“…Thus, the main soil classes can be adopted to represent different leaching and salinisation risk patterns. The discussed methodology has a potential for spatial variability investigations on soil physical properties in alluvial areas where contrasting soil classes prevail.…”
Get full text

The impact of expressive writing of deep feelings about labor experiences on postpartum depression: a randomized clinical controlled trial by Sara Mohammadi, Fatemeh Hadizadeh Talasaz, Fatemeh Mohammadzadeh, Jahanshir Tavakolizadeh, Narjes Bahri

“…This suggests that both groups experienced similar patterns of change in their depression scores (p = 0.112). …”
Get full text

Critical review of healthcare financing and a survey of system quality perception among healthcare users in Nigeria (2010-2023). by Blessing Osagumwendia Josiah, Emmanuel Chukwunwike Enebeli, Brontie Albertha Duncan, Prisca Olabisi Adejumo, Chinelo Cleopatra Josiah, Lordsfavour Anukam, Muhammad Baqir Shittu, France Ncube, Kelechi Eric Alimele, Mercy Emmanuel, Oyinye Prosper Martins-Ifeanyi, Fawole Israel Opeyemi, Oluwadamilare Akingbade, Abosede Peace Adebayo, Busiroh Mobolape Ibraheem, Ubiebo Ataisi Ekenekot, Mudiaga Sidney Edafiejire, Solomon Oluwaseun Olukoya, Ufuomaoghene Jemima Mukoro, Siyouneh Baghdasarian, Joy Chioma Obialor, Gloria Oluwakorede Alao, Blessing Onyinye Obialor, Ndidi Louis Otoboyor, Oghosa Gabriel Josiah, Joshua Okonkwo, Precious Ebinehita Imoyera, Ajao Adewale Gbolabo, Blessing Chiamaka Nganwuchu, Olukayode Joseph Oladimeji, Timothy Wale Olaosebikan, Marios Kantaris

“…Results show that the average rating of healthcare experiences did not vary significantly over the last decade. …”
Get full text

The Heavy‐Tailed Inverse Power Lindley Type‐I Model: Reliability Inference and Actuarial Applications by Amal S. Hassan, Diaa S. Metwally, Mohammed Elgarhy, Rokaya Elmorsy Mohamed

“…Bayesian estimators for the parameters and reliability functions (survival and hazard rate) are derived using gamma priors and both symmetric and asymmetric loss functions. …”
Get full text

Selecting a Suitable Flat in a High-Rise Apartment by Evaluation of Heat, Light, and Ventilation by Aniket Bansal, Rohan Dinesh Horabyle, B. R. K. Holla, Arya Rajiv Lotliker

“…An in-depth discussion of the air change rate of the building, daylighting performance in relation to different floors, and the difference between the indoor and outdoor temperatures of the building has been performed in this study. …”
Get full text

Examining a brief web and longitudinal app-based intervention [Wysa] for mental health support in Singapore during the COVID-19 pandemic: mixed-methods retrospective observational... by Chaitali Sinha, Dyuthi Dinesh, Creighton Heaukulani, Ye Sheng Phang

“…Users who used the longitudinal intervention after first using a brief intervention demonstrated significantly higher engagement and retention (P < 0.001). In user ratings received for mindline.sg (n = 8,959), 83.03% rated the app 3 or higher (out of 5) on helpfulness. 91.6% of the users (n = 862) who attempted cognitive restructuring (n = 790) on the app successfully reframed a thought. …”
Get full text

Thrombotic Microangiopathy: A Devastating Complication After Lung Transplantation by Wouter Rosseels, MD, Laurent Godinas, PhD, Papay Jallah, MD, Robin Vos, PhD, Lieven Dupont, PhD, Dirk Kuypers, PhD, Thomas Vanhoutte, MD, Kathleen J. Claes, PhD

“…This study identifies potential risk factors and temporal patterns for TMA occurrence, providing crucial insights for future treatment strategies.…”
Get full text

Radiology nurses’ awareness of MRI-induced vertigo in patients and their perspectives on post-examination care in Saudi Arabia: a cross-sectional study by Nasser Shubayr, Hamad Dailah

“…Nurses’ perspectives on post-examination care were highly favorable, with an agreement rate of 74.2%, and strong support for patient-centered practices such as symptom inquiry (86.6%) and patient assistance (75.4%). …”
Get full text

The global burden of aortic aneurysm attributable to hypertension from 1990 to 2021: Current trends and projections for 2050. by Guanghui Yu, Pei Chen, Changhao Sun, Peng Liu

“…<h4>Methods</h4>This study extracted data on mortality, disability-adjusted life years (DALYs), age-standardized mortality rate (ASMR), and age-standardized DALY rate (ASDR) associated with AA attributable to hypertension from the 2021 GBD study. …”
Get full text

AI usage among medical students in Palestine: a cross-sectional study and demonstration of AI-assisted research workflows by Mahmoud Yousef, Salahaldeen Deeb, Khaled Alhashlamon

“…Time management was highly rated (mean score: 4.6, SD = 0.5), highlighting AI's ability to automate repetitive tasks. …”
Get full text

Household transmission investigation for Corona Virus Disease 2019 (COVID-19) in a rural and urban population of north India. by Kapil Yadav, Subhashini K J, Suneeta Meena, Rakesh Kumar, Ravneet Kaur, Mohan Bairwa, Shashi Kant, Puneet Misra, Sanjay K Rai, Mohammad Ahmad, Anisur Rahman

“…<h4>Background</h4>Transmissibility within closed settings, such as households, can provide a strategic way to characterize the virus transmission patterns because the denominator can be well defined. …”
Get full text

The Prevalence of Drug-Resistant Tuberculosis in Mainland China: An Updated Systematic Review and Meta-Analysis. by Qionghong Duan, Zi Chen, Cong Chen, Zhengbin Zhang, Zhouqin Lu, Yalong Yang, Lin Zhang

“…The result of this meta-analysis demonstrated that among new cases, the rate of resistance to any drug was 20.1% (18.0%-22.3%; n/N = 7203/34314) and among retreatment cases, the rate was 49.8% (46.0%-53.6%; n/N = 4155/8291). …”
Get full text

An ecological network approach for detecting and validating influential organisms for rice growth by Masayuki Ushio, Hiroki Saito, Motoaki Tojo, Atsushi J Nagano

“…The responses of rice, namely, the growth rate and gene expression patterns, were measured before and after the manipulation. …”
Get full text

Intravenous iron reactions: Insights from an allergy and immunology perspective by Jordon Jaggers, MD, Cosby Stone, Jr., MD, MPH, Matthew Krantz, MD, Elizabeth Phillips, MD

“…Objective: We aimed to identify clinical patterns and tolerability predictors in patients with reactions to intravenous iron. …”
Get full text

The spatial heterogeneity of malaria transmission: An entomological investigation in a highly endemic setting of Burkina Faso by Eleonora Perugini, Cristiana Poggi, Martina Micocci, Verena Pichler, Luca Nelli, Alessandra della Torre, Wamdaogo M. Guelbeogo, Marco Pombi

“…Anopheles mosquitoes were analysed for species identification, human blood index (HBI), sporozoite rate (SR), and infected human blood meal rate (IHBM). …”
Get full text