Can implementation failure or intervention failure explain the result of the 3D multimorbidity trial in general practice: mixed-methods process evaluation by Ali R G Shaw, Bruce Guthrie, Chris Salisbury, Cindy Mann, Lesley Wye, Mei-See Man, Katherine Chaplin

“…Objectives During a cluster randomised trial, (the 3D study) of an intervention enacting recommended care for people with multimorbidity, including continuity of care and comprehensive biennial reviews, we examined implementation fidelity to interpret the trial outcome and inform future implementation decisions.Design Mixed-methods process evaluation using cross-trial data and a sample of practices, clinicians, administrators and patients. …”
Get full text

Decoding Digital Discourse Through Multimodal Text and Image Machine Learning Models to Classify Sentiment and Detect Hate Speech in Race- and Lesbian, Gay, Bisexual, Transgender,... by Thu T Nguyen, Xiaohe Yue, Heran Mane, Kyle Seelman, Penchala Sai Priya Mullaputi, Elizabeth Dennard, Amrutha S Alibilli, Junaid S Merchant, Shaniece Criss, Yulin Hswen, Quynh C Nguyen

Get full text

Qualitative process evaluation of a new short-hospital-stay model with a general medicine focus in Germany (STATAMED): Study protocol. by Katharina van Baal, Juliane Poeck, Clarissa Maria Lemmen, Wiebke Böhne, Johannes Jahn, Eva-Maria Wild, Nils Schneider

“…The broader evaluation comprises multiple quantitative and qualitative sub-studies. The present sub-study involves a qualitative process evaluation investigating the factors influencing acceptance, the degree of implementation and the impact on daily workflows and care structures at STATAMED sites.…”
Get full text

Aerosol Composition in a Semi-Urban Environment in Central Mexico: Influence of Local and Regional Processes on Overall Composition and First Quantification of Nitroaromatics by Sara E. Olivares-Salazar, Roya Bahreini, Ying-Hsuan Lin, Telma Castro, Harry Alvarez-Ospina, Dara Salcedo

“…However, there have not been many studies on the sources and processes that influence the concentration of atmospheric pollutants. …”
Get full text

Developing a Model for Integrating Artificial Intelligence (AI) to Change the Organization’s Public Relations Unit’s Processes, With an Emphasis on Organizational Knowledge Managem... by Seyed Vahab Omat Mohammadi, Ladan Hajianvari, Kimiya Mohaqeq

“…Future researchers could enhance the qualitative data obtained from interviews by incorporating quantitative data, thereby providing a broader perspective on the research problem. …”
Get full text

Relative vacuum reduction innovative processes applied in primary magnesium production—Comprehensive analysis of thermodynamics, resource, energy flow, and carbon emission by Xiaolong Li, Tingan Zhang, Yan Liu, Junhua Guo, Jingzhong Xu, Yuanyuan Liang

“…Finally, and thermodynamic foundations of the relative vacuum, a quantitative analysis of the material, energy flows, carbon emission, and production cost for several new processes is conducted, comparing and analyzing them against the Pidgeon process. …”
Get full text

Advances in Neural Network assisted Tool Pressure Prediction by Göltl Florian, Harst Felix, Birkert Arndt, Stache Nicolaj C.

Get full text

Computational approaches for structural analysis of wood specimens by Chakkour Tarik

“…The structure tensor (ST), also named a second-moment matrix, is a popular tool in image processing. Usually, its purpose is to evaluate orientation and to conduct local structural analysis. …”
Get full text

CSTFNet: A CNN and Dual Swin-Transformer Fusion Network for Remote Sensing Hyperspectral Data Fusion and Classification of Coastal Areas by Dekai Li, Harold Neira-Molina, Mengxing Huang, Syam M.S., Yu Zhang, Zhang Junfeng, Uzair Aslam Bhatti, Muhammad Asif, Nadia Sarhan, Emad Mahrous Awwad

Get full text

Scalable Hyperspectral Enhancement via Patch-Wise Sparse Residual Learning: Insights from Super-Resolved EnMAP Data by Parth Naik, Rupsa Chakraborty, Sam Thiele, Richard Gloaguen

“…A majority of hyperspectral super-resolution methods aim to enhance the spatial resolution of hyperspectral imaging data (HSI) by integrating high-resolution multispectral imaging data (MSI), leveraging rich spectral information for various geospatial applications. …”
Get full text

Data on Swiss consumers’ perception of different types of sustainability levies, agriculture and willingness to choose suboptimal potatoes in different settingsZenodo by Jeanine Ammann, Gabriele Mack, Rita Saleh

“…The survey includes three independent main parts.In a first part, we collected qualitative and quantitative data on participants’ perception of Swiss agriculture and farmers. …”
Get full text

A novel method for soil organic carbon prediction using integrated ‘ground-air-space’ multimodal remote sensing data by Yilin Bao, Xiangtian Meng, Huanjun Liu, Mengyuan Xu, Mingchang Wang

“…To address this challenge, we propose an innovative multimodal remote sensing data integration framework, ResoCroS-Net, which integrates ground (soil samples), air (unmanned aerial vehicle (UAV) images), and space (satellite images) data, realized effective integration of multimodal data at different resolutions, with particular innovations in hierarchical design and data-processing logic. …”
Get full text

Objective and Intelligent Acquisition of Two Types of Decision Data Based on Online Comment Information and Its Application in Emergency Decision-Making by Ruipu Tan, Lehua Yang, Jing Li

“…Second, based on the optimized SnowNLP, emotional tendencies and statistical analyses were performed on the processed comment data, resulting in two quantitative decision matrices, which were represented as single-valued neutrosophic numbers (SVNNs) and probabilistic linguistic terms (PLTs). …”
Get full text

The implementation of random survival forests in conflict management data: An examination of power sharing and third party mediation in post-conflict countries. by Andrew B Whetten, John R Stevens, Damon Cann

“…In recent years, there has been an increased usage of machine learning methods in quantitative political science research. This article advocates for the implementation of machine learning duration models to assist in a sound model selection process. …”
Get full text

Development of Interactive e-Modules Based on Socio-Scientific Issues Integrated Micro-Project to Train Students' Understanding of Concepts and Science Process Skills by Aiza Alya, Dyah Purwaningsih

“…The data collected includes qualitative data, such as interview results and input regarding the e-module development, and quantitative data in the form of questionnaire scores. …”
Get full text

Integrative multi-omics data from early development to identify the genes and cell types underlying attention-deficit/hyperactivity disorder by Shufen Jiao, Li Bao, Xiaowen Lu, Yong Wu, Yichen Li

“…Methods We applied the summary data-based Mendelian randomization (SMR) approach to integrate expression quantitative trait loci (eQTL) data derived from bulk post-mortem tissues, fetal brain tissues, and single-cell types from induced pluripotent stem cell (iPSC)-derived neurons and post-mortem brain samples with ADHD GWAS data. …”
Get full text

Exploring the Spatial Distribution Characteristics and Correlation Factors of Wayfinding Performance on City-Scale Road Networks Based on Massive Trajectory Data by Jun Li, Yan Zhu, Zhenwei Li, Wenle Lu, Yang Ji, Xiao Sang

“…This paper proposes a quantitative and population-based evaluation method of wayfinding performance on city-scale road networks based on massive trajectory data. …”
Get full text

Integrative in Silico modeling for mTOR inhibition: From ridge classifiers to descriptor-free deep neural networks by Seyed Alireza Khanghahi, Hadi Kamkar, Seyedehsamaneh Shojaeilangari, Abdollah Allahverdi, Parviz Abdolmaleki

“…The GRU-QSAR and LSTM-QSAR models, which utilized tokenized SMILES, achieved accuracies of 0.9002 and 0.9021, F1-scores of 0.8595 and 0.8603, and AUCs of 0.9270 and 0.9529, respectively, leveraging their ability to process sequential data.…”
Get full text

CAREER TRANSITION PROCESS OF RURAL WORKERS IN NGHI SON ECONOMIC ZONE, THANH HOA PROVINCE, VIETNAM AFTER RESETTLEMENT DUE TO LAND ACQUISITION by Duyen Thi NGUYEN, Thuy Thanh DAO, Tung Van MAI, Lien Thi NGUYEN

“…The study employed a mixed-methods approach, combining quantitative and qualitative data collection and analysis. …”
Get full text

Analysis of cognitive status of Alzheimer’s disease’s subjects and its association with biomarkers (amyloid beta and tau proteins) using NACC data by Vaghawan Prasad Ojha, Sheida Riahi, Richard Hunt Bobo, Seyedadel Moravveji, Lucien Meteumba, Shantia Yarahmadian

Get full text