Lightweight GAN-Assisted Class Imbalance Mitigation for Apple Flower Bud Detection by Wenan Yuan, Peng Li

“…Generative adversarial networks (GANs), an emerging deep learning research topic, are able to learn from existing data distributions and generate similar synthetic data, which might serve as valid training data for improving object detectors. The current study investigated the utility of lightweight unconditional GAN in addressing weak object detector class performance by incorporating synthetic data into real data for model retraining, under an agricultural context. …”
Get full text

Radiation influence on antioxidant capacity, bioactive compounds and extractability of coffee processing residues by João Pedro Alves de Azevedo Barros, Luz Merida Rondan-Flores, Bianca Guimarães Negrão, Ana Sofia Saliba, Severino Alencar, Daniel Vieira, Anna Lucia Villavicencio

“…However, in most cases, these materials are inadequately discarded, bringing environmental, economic, and social implications. In this context, residue reuse represents an opportunity to develop by-products, in addition to adding value to the raw material. …”
Get full text

Sectoral investments to achieve water, energy and land SDG under climate change uncertainty by Adriano Vinca, Muhammad Awais, Edward Byers, Volker Krey, Keywan Riahi

“…Developing countries in Asia and sub-Saharan Africa will need to increase their spending by 10%–30%, compared to current trends, to meet their SDGs for water. …”
Get full text

Intermittent pneumatic compression for venous thromboembolism prevention: a systematic review on factors affecting adherence by Richard Greenall, Rachel E Davis

“…These findings could be used to inform future research and quality improvement efforts to increase adherence in this very important, but currently under-researched area.…”
Get full text

Advances in synthetic microbial ecosystems approach for studying ecological interactions and their influencing factors by Wei Jiang, Sumeng Wang, Fei Gu, Xiaoya Yang, Qingsheng Qi, Quanfeng Liang

“…This review consolidates current knowledge of synthetic microbial ecosystems and factors influencing their ecological dynamics. …”
Get full text

‘Just because something works doesn’t mean it can’t be improved’: an ethnographic analysis of the health system in Black Panther’s Wakanda by Jennifer Jackson, Carla Ferreira, Samantha Perry, Carla Ginn, Melissa Scott, Elke Jaibeeh Barah, Zahra Upal, Krista Phelps, Carol Mei, Haneul Woo, Megan Tung, Farida Gadimova, Alexandra Ewanyshyn, Twyla Ens

“…The emergence of COVID-19 (SARS-CoV-2) has introduced significant global challenges for healthcare systems, healthcare professionals and patients. This current climate creates an opportunity to learn from equitable health systems and move toward making fundamental changes to healthcare systems. …”
Get full text

WARFARIN AND ITS IMPORTANCE IN THE ERA OF NEW ORAL ANTICOAGULANTS. ISSUES OF MONITORING THE EFFECTIVENESS AND SAFETY OF TREATMENT by S. Yu. Martsevich, Y. V. Lukina

“…The use of OAC in AF has an extensive evidence base, which confirms a significant decrease in the number of strokes and total mortality in the context of anticoagulation therapy (ACT) in AF. …”
Get full text

Recent insights in soil nutrient cycling: perspectives from Pinus and Eucalyptus forest studies around the world by Castilho Balbinot L, Marques R, Tonello KC, Pasquetti Berguetti L, Larsen JG

“…This review synthesizes studies focusing on nutrient dynamics in forests of Pinus and Eucalyptus species, highlighting the sensitivity of these systems to current climatic extremes. We emphasize that most research has been conducted predominantly in natural forests and plantations of Pinus (77%), with an increasing trend of studies on Pinus in natural environments and Eucalyptus in planted forests. …”
Get full text

Hedgehog Signaling Pathway in Fibrosis and Targeted Therapies by Yuchen Hu, Linrui Peng, Xinyu Zhuo, Chan Yang, Yuwei Zhang

“…We thus highlight the context dependence of Hh signaling, as well as discuss the current status and the challenges of Hh-targeted therapies for fibrosis.…”
Get full text

Péri-urbanisation et risques naturels by Laurent Astrade, Céline Lutoff, Rachid Nedjai, Céline Philippe, Delphine Loison, Sandrine Bottollier-Depois

“…A diachronic study of changes in land use between 1956 and 2001 shows how valley infrastructures at the bottom of mountainsides have become increasingly dense. In this context, a survey was carried out among a number of residents in the Lavanchon basin in an attempt to evaluate the degree of awareness that the population has of the natural hazards to which it is exposed. …”
Get full text

Can Digital Game Play Improve Older Adults’ Cognitive Skills? by İlmiye Seçer

“…A decline in cognitive abilities with increasing age thus hinders older adults’ ability to remain independent in society and negatively influences their quality of life. …”
Get full text

How to Assess Reverse Logistics of e-Waste Considering a Multicriteria Perspective? A Model Proposition by Patricia Guarnieri, Lucio Camara e Silva, Bárbara de Oliveira Vieira

“…As e-waste exponentially increases on a global scale, some legislation and plans to implement reverse logistics have arisen in some countries. …”
Get full text

Adverse working conditions in Romanian out-of-hours primary care (OOH-PC): an interview study by Simona Ciotlăuș, Marius Ionuț Ungureanu, Florin Oprescu

“…Conclusions In the context of systemic changes in the Romanian health system, this article provides valuable information on the current working conditions of primary care health workers in OOH care. …”
Get full text

Factors influencing the adoption of artificial intelligence in e-commerce by small and medium-sized enterprises by Soliman Aljarboa

“…Therefore, companies are increasingly leveraging technology to enhance their processes and gain a competitive edge. …”
Get full text

The influence of Hegel's philosophy on Marxist philosophical thought by Than Thi Hanh, Phan Thi Thanh

“… The current context of increasing global inequality, economic instability, and political polarization underscores the need to re-examine foundational theories that address social change and class conflict dynamics. …”
Get full text

A critical Analysis of the role of the Accredited Social Health Activists in Managing Health-Care Services During Pre-COVID and Post-COVOD Period in India by Shreeprasad Kulkarni, Santosh Gawai

“…Through a brief analysis of the working conditions of the ASHA workers in contemporary India, we reveal the increasing inequalities and exploitation in the context of privatization and corporatization of healthcare work at multiple levels, contributing to gradually eroding the rights of women’s healthcare workers. …”
Get full text

Censorship Keeping Guard over the Church. Krystyna Modrzewska’s Censored Memoir by Jacek Leociak

“…All those fragments has been restored in the current edition and placed in the context of the whole. …”
Get full text

ClassRoom-Crowd: A Comprehensive Dataset for Classroom Crowd Counting and Cross-Domain Baseline Analysis by Wenqian Jiang, Xiaohua Huang, Qun Zhao, Sheng Liu

“…In recent years, with the rise of smart education, crowd counting technology has garnered increasing attention for its applications in educational environments. …”
Get full text

Dynamic Scene Segmentation and Sentiment Analysis for Danmaku by Limin Li, Jie Jing, Peng Shi

“…Danmaku analysis is important for understanding video content and user interactions. However, current methods often look at separate comments and do not see the complex links between Danmaku and the video’s context. …”
Get full text

ESG disclosure topics and reporting frameworks: exploratory research across automotive, construction, and energy industries by Bence Lukács, Robert C. Rickards, Péter Molnár, Alex Suta, Árpád Tóth

“…Abstract Environmental, Social, and Governance (ESG) reporting and proper measurement of greenhouse gas emissions are becoming increasingly important for industries with substantial environmental impact. …”
Get full text