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Keywords = renewal of healthcare technology

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13 pages, 216 KiB  
Article
A Pilot Study of Integrated Digital Tools at a School-Based Health Center Using the RE-AIM Framework
by Steven Vu, Alex Zepeda, Tai Metzger and Kathleen P. Tebb
Healthcare 2025, 13(15), 1839; https://doi.org/10.3390/healthcare13151839 - 29 Jul 2025
Viewed by 325
Abstract
Introduction: Adolescents and young adults (AYAs), especially those from underserved communities, often face barriers to sexual and reproductive health (SRH). This pilot study evaluated the implementation of mobile health technologies to promote SRH care, including the integration of the Rapid Adolescent Prevention [...] Read more.
Introduction: Adolescents and young adults (AYAs), especially those from underserved communities, often face barriers to sexual and reproductive health (SRH). This pilot study evaluated the implementation of mobile health technologies to promote SRH care, including the integration of the Rapid Adolescent Prevention ScreeningTM (RAAPS) and the Health-E You/Salud iTuTM (Health-E You) app at a School-Based Health Center (SBHC) in Los Angeles using the RE-AIM (Reach, Effectiveness, Adoption, Implementation, Maintenance) framework. Methods: This multi-method pilot study included the implementation of an integrated tool with two components, the RAAPS electronic health screening tool and the Health-E You app, which delivers tailored SRH education and contraceptive decision support to patients (who were sex-assigned as female at birth) and provides an electronic summary to clinicians to better prepare them for the visit with their patient. Quantitative data on tool usage were collected directly from the back-end data storage for the apps, and qualitative data were obtained through semi-structured interviews and in-clinic observations. Thematic analysis was conducted to identify implementation barriers and facilitators. Results: Between April 2024 and June 2024, 60 unique patients (14–19 years of age) had a healthcare visit. Of these, 35.00% used the integrated RAAPS/Health-E You app, and 88.33% completed the Health-E You app only. All five clinic staff were interviewed and expressed that they valued the tools for their educational impact, noting that they enhanced SRH discussions and helped uncover sensitive information that students might not disclose face-to-face. However, the tools affected clinic workflows and caused rooming delays due to the time-intensive setup process and lack of integration with the clinic’s primary electronic medical record system. In addition, they also reported that the time to complete the screener and app within the context of a 30-min appointment limited the time available for direct patient care. Additionally, staff reported that some students struggled with the two-step process and did not complete all components of the tool. Despite these challenges, clinic staff strongly supported renewing the RAAPS license and continued use of the Health-E You app, emphasizing the platform’s potential for improving SRH care and its educational value. Conclusions: The integrated RAAPS and Health-E You app platform demonstrated educational value and improved SRH care but faced operational and technical barriers in implementing the tool. These findings emphasize the potential of such tools to address SRH disparities among vulnerable AYAs while providing a framework for future implementations in SBHCs. Full article
22 pages, 3505 KiB  
Review
Solar Energy Solutions for Healthcare in Rural Areas of Developing Countries: Technologies, Challenges, and Opportunities
by Surafel Kifle Teklemariam, Rachele Schiasselloni, Luca Cattani and Fabio Bozzoli
Energies 2025, 18(15), 3908; https://doi.org/10.3390/en18153908 - 22 Jul 2025
Viewed by 481
Abstract
Recently, solar energy technologies are a cornerstone of the global effort to transition towards cleaner and more sustainable energy systems. However, in many rural areas of developing countries, unreliable electricity severely impacts healthcare delivery, resulting in reduced medical efficiency and increased risks to [...] Read more.
Recently, solar energy technologies are a cornerstone of the global effort to transition towards cleaner and more sustainable energy systems. However, in many rural areas of developing countries, unreliable electricity severely impacts healthcare delivery, resulting in reduced medical efficiency and increased risks to patient safety. This review explores the transformative potential of solar energy as a sustainable solution for powering healthcare facilities, reducing dependence on fossil fuels, and improving health outcomes. Consequently, energy harvesting is a vital renewable energy source that captures abundant solar and thermal energy, which can sustain medical centers by ensuring the continuous operation of life-saving equipment, lighting, vaccine refrigeration, sanitation, and waste management. Beyond healthcare, it reduces greenhouse gas emissions, lowers operational costs, and enhances community resilience. To address this issue, the paper reviews critical solar energy technologies, energy storage systems, challenges of energy access, and successful solar energy implementations in rural healthcare systems, providing strategic recommendations to overcome adoption challenges. To fulfill the aims of this study, a focused literature review was conducted, covering publications from 2005 to 2025 in the Scopus, ScienceDirect, MDPI, and Google Scholar databases. With targeted investments, policy support, and community engagement, solar energy can significantly improve healthcare access in underserved regions and contribute to sustainable development. Full article
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31 pages, 865 KiB  
Review
Sustainable Hydrogels for Medical Applications: Biotechnological Innovations Supporting One Health
by Silvia Romano, Sorur Yazdanpanah, Orsolina Petillo, Raffaele Conte, Fabrizia Sepe, Gianfranco Peluso and Anna Calarco
Gels 2025, 11(7), 559; https://doi.org/10.3390/gels11070559 - 21 Jul 2025
Viewed by 514
Abstract
The One Health paradigm—recognizing the interconnected health of humans, animals, and the environment—promotes the development of sustainable technologies that enhance human health while minimizing ecological impact. In this context, bio-based hydrogels have emerged as a promising class of biomaterials for advanced medical applications. [...] Read more.
The One Health paradigm—recognizing the interconnected health of humans, animals, and the environment—promotes the development of sustainable technologies that enhance human health while minimizing ecological impact. In this context, bio-based hydrogels have emerged as a promising class of biomaterials for advanced medical applications. Produced through biotechnological methods such as genetic engineering and microbial fermentation, these hydrogels are composed of renewable and biocompatible materials, including recombinant collagen, elastin, silk fibroin, bacterial cellulose, xanthan gum, and hyaluronic acid. Their high water content, structural tunability, and biodegradability make them ideal candidates for various biomedical applications such as wound healing, tissue regeneration, and the design of extracellular matrix (ECM)-mimicking scaffolds. By offering controlled mechanical properties, biocompatibility, and the potential for minimally invasive administration, sustainable hydrogels represent a strategic innovation for regenerative medicine and therapeutic interventions. This review discusses the characteristics and medical applications of these hydrogels, highlighting their role in advancing sustainable healthcare solutions within the One Health framework. Full article
(This article belongs to the Special Issue Application of Hydrogels in Medicine)
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21 pages, 1816 KiB  
Review
Lignin Waste Valorization in the Bioeconomy Era: Toward Sustainable Innovation and Climate Resilience
by Alfonso Trezza, Linta Mahboob, Anna Visibelli, Michela Geminiani and Annalisa Santucci
Appl. Sci. 2025, 15(14), 8038; https://doi.org/10.3390/app15148038 - 18 Jul 2025
Viewed by 460
Abstract
Lignin, the most abundant renewable aromatic biopolymer on Earth, is rapidly emerging as a powerful enabler of next-generation sustainable technologies. This review shifts the focus to the latest industrial breakthroughs that exploit lignin’s multifunctional properties across energy, agriculture, healthcare, and environmental sectors. Lignin-derived [...] Read more.
Lignin, the most abundant renewable aromatic biopolymer on Earth, is rapidly emerging as a powerful enabler of next-generation sustainable technologies. This review shifts the focus to the latest industrial breakthroughs that exploit lignin’s multifunctional properties across energy, agriculture, healthcare, and environmental sectors. Lignin-derived carbon materials are offering scalable, low-cost alternatives to critical raw materials in batteries and supercapacitors. In agriculture, lignin-based biostimulants and controlled-release fertilizers support resilient, low-impact food systems. Cosmetic and pharmaceutical industries are leveraging lignin’s antioxidant, UV-protective, and antimicrobial properties to create bio-based, clean-label products. In water purification, lignin-based adsorbents are enabling efficient and biodegradable solutions for persistent pollutants. These technological leaps are not merely incremental, they represent a paradigm shift toward a materials economy powered by renewable carbon. Backed by global sustainability roadmaps like the European Green Deal and China’s 14th Five-Year Plan, lignin is moving from industrial residue to strategic asset, driven by unprecedented investment and cross-sector collaboration. Breakthroughs in lignin upgrading, smart formulation, and application-driven design are dismantling long-standing barriers to scale, performance, and standardization. As showcased in this review, lignin is no longer just a promising biopolymer, it is a catalytic force accelerating the global transition toward circularity, climate resilience, and green industrial transformation. The future of sustainable innovation is lignin-enabled. Full article
(This article belongs to the Special Issue Biosynthesis and Applications of Natural Products)
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8 pages, 1653 KiB  
Proceeding Paper
The Mechanical Properties of Brass Alloys: A Review
by S. Jasper, R. Subash, K. Muthuneelakandan, D. Vijayakumar and S. Jhansi Ida
Eng. Proc. 2025, 93(1), 11; https://doi.org/10.3390/engproc2025093011 - 1 Jul 2025
Viewed by 558
Abstract
Brass is a proportionate copper and zinc alloy that may be mixed to achieve a variety of mechanical, electrical, and chemical characteristics. Compared to bronze, it is more pliable. Brass has a comparatively low melting point (900–940 °C; 1650–1720 °F), depending on its [...] Read more.
Brass is a proportionate copper and zinc alloy that may be mixed to achieve a variety of mechanical, electrical, and chemical characteristics. Compared to bronze, it is more pliable. Brass has a comparatively low melting point (900–940 °C; 1650–1720 °F), depending on its composition. This review explores the most recent advancements in brass alloy technology, including the addition of silicon, tin, and aluminium to improve its strength, machinability, and resistance to corrosion. Furthermore, the development of lead-free, recyclable, and low-carbon brass alloys has been fuelled by the growing demand for environmentally friendly materials. With a renewed emphasis on antibacterial qualities and wear-resistant formulations, brass alloys are also seeing increasing use in sectors like electronics, architecture, and healthcare. Additionally, new opportunities for producing custom-designed brass components have been made possible by the development of additive manufacturing. This paper provides an overview of the current and future potential of brass alloys, highlighting their originality in addressing the changing demands of modern industry and technology. Full article
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27 pages, 1153 KiB  
Review
Integrated Biomimetics: Natural Innovations for Urban Design, Smart Technologies, and Human Health
by Ocotlán Diaz-Parra, Francisco R. Trejo-Macotela, Jorge A. Ruiz-Vanoye, Jaime Aguilar-Ortiz, Miguel A. Ruiz-Jaimes, Yadira Toledo-Navarro, Alejandro Fuentes Penna, Ricardo A. Barrera-Cámara and Julio C. Salgado-Ramirez
Appl. Sci. 2025, 15(13), 7323; https://doi.org/10.3390/app15137323 - 29 Jun 2025
Viewed by 699
Abstract
Biomimetics has emerged as a transformative interdisciplinary approach that harnesses nature’s evolutionary strategies to develop sustainable solutions across diverse fields. This study explores its integrative role in shaping smart cities, advancing artificial intelligence and robotics, innovating biomedical applications, and enhancing computational design tools. [...] Read more.
Biomimetics has emerged as a transformative interdisciplinary approach that harnesses nature’s evolutionary strategies to develop sustainable solutions across diverse fields. This study explores its integrative role in shaping smart cities, advancing artificial intelligence and robotics, innovating biomedical applications, and enhancing computational design tools. By analysing the evolution of biomimetic principles and their technological impact, this work highlights how nature-inspired solutions contribute to energy efficiency, adaptive urban planning, bioengineered materials, and intelligent systems. Furthermore, this paper discusses future perspectives on biomimetics-driven innovations, emphasising their potential to foster resilience, efficiency, and sustainability in rapidly evolving technological landscapes. Particular attention is given to neuromorphic hardware, a biologically inspired computing paradigm that mimics neural processing through spike-based communication and analogue architectures. Key components such as memristors and neuromorphic processors enable adaptive, low-power, task-specific computation, with wide-ranging applications in robotics, AI, healthcare, and renewable energy systems. Furthermore, this paper analyses how self-organising cities, conceptualised as complex adaptive systems, embody biomimetic traits such as resilience, decentralised optimisation, and autonomous resource management. Full article
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14 pages, 257 KiB  
Review
Low-Carb and Ketogenic Diets in Type 1 Diabetes: Efficacy and Safety Concerns
by Emmanouil Korakas, Aikaterini Kountouri, Goran Petrovski and Vaia Lambadiari
Nutrients 2025, 17(12), 2001; https://doi.org/10.3390/nu17122001 - 14 Jun 2025
Viewed by 1431
Abstract
Despite advances in technology, the overall management of type 1 diabetes mellitus (T1DM) remains suboptimal. The idea of restricting carbohydrate intake to decrease glycemic spikes and insulin requirements has been revisited in recent years. After impressive results in the fields of type 2 [...] Read more.
Despite advances in technology, the overall management of type 1 diabetes mellitus (T1DM) remains suboptimal. The idea of restricting carbohydrate intake to decrease glycemic spikes and insulin requirements has been revisited in recent years. After impressive results in the fields of type 2 diabetes (T2DM) and epilepsy, low-carbohydrate (LCD) and ketogenic (KD) diets have gained renewed interest as a possible treatment option for T1DM. In this narrative review, we discuss the available data regarding LCDs and KDs in both the adult and pediatric populations. Research data is still scarce, as most studies are short-term and show considerable heterogeneity in dietary composition and patient outcomes. In general, carbohydrate restriction enhances glycemic control by reducing postprandial glucose excursions, improving time-in-range, and lowering HbA1c, with conflicting effects on other parameters such as lipid profile and body weight. Adverse effects such as hypoglycemia and diabetic ketoacidosis are rarely reported, although some concerns have been raised regarding growth in children. The correct implementation of these diets requires a multidisciplinary approach by highly specialized healthcare professionals, who will address the medical, social, and psychological concerns that a restrictive diet entails. Large-scale and long-term studies are needed to provide more robust data before carbohydrate restriction can be widely applied to patients with T1DM. Full article
(This article belongs to the Special Issue Advances in Nutrition and Lifestyle Interventions for Type 1 Diabetes)
38 pages, 2081 KiB  
Systematic Review
Blockchain for Sustainable Development: A Systematic Review
by Marsela Thanasi-Boçe and Julian Hoxha
Sustainability 2025, 17(11), 4848; https://doi.org/10.3390/su17114848 - 25 May 2025
Cited by 2 | Viewed by 3630
Abstract
Blockchain technology (BT) is increasingly recognized as a transformative digital infrastructure for advancing environmental, economic, and social sustainability. However, academic research on its sustainability potential remains fragmented, with limited integration of theoretical models, sector-specific applications, and system-level impacts. This study addresses these gaps [...] Read more.
Blockchain technology (BT) is increasingly recognized as a transformative digital infrastructure for advancing environmental, economic, and social sustainability. However, academic research on its sustainability potential remains fragmented, with limited integration of theoretical models, sector-specific applications, and system-level impacts. This study addresses these gaps by conducting a systematic literature review of 131 peer-reviewed articles published between 2015 and early 2025, guided by the PRISMA 2020 framework. The analysis is structured around the three pillars of sustainability, exploring the mechanisms through which blockchain enables transparent governance, ethical consumption, resilient infrastructure, and inclusive development. Anchored in Institutional and Stakeholder theories, the review develops an integrative dual-framework that overlays four technical components of BT (data, network, consensus, and application) onto institutional pressures and stakeholder-engagement dynamics. The framework shows how BT enhances resource efficiency, supply-chain traceability, and social inclusion across sectors such as renewable energy, agriculture, healthcare, education, and logistics. The study makes two principal contributions. First, it unifies previously dispersed findings into a holistic model that links BT’s technical capabilities with organizational and societal conditions. Second, it provides actionable guidance: policymakers should harmonize cross-border standards and incentivize energy-efficient consensus protocols, while managers should co-design stakeholder-inclusive pilots to scale sustainable BT solutions. Collectively, these insights map a research and practice agenda for leveraging blockchain to accelerate progress toward the Sustainable Development Goals. Full article
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34 pages, 723 KiB  
Review
Comprehensive Review of Hybrid Energy Systems: Challenges, Applications, and Optimization Strategies
by Aqib Khan, Mathieu Bressel, Arnaud Davigny, Dhaker Abbes and Belkacem Ould Bouamama
Energies 2025, 18(10), 2612; https://doi.org/10.3390/en18102612 - 19 May 2025
Cited by 3 | Viewed by 2594
Abstract
This paper provides a comprehensive review of hybrid energy systems (HESs), focusing on their challenges, optimization techniques, and control strategies to enhance performance, reliability, and sustainability across various applications, such as microgrids (MGs), commercial buildings, healthcare facilities, and cruise ships. The integration of [...] Read more.
This paper provides a comprehensive review of hybrid energy systems (HESs), focusing on their challenges, optimization techniques, and control strategies to enhance performance, reliability, and sustainability across various applications, such as microgrids (MGs), commercial buildings, healthcare facilities, and cruise ships. The integration of renewable energy sources (RESs), including solar photovoltaics (PVs), with enabling technologies such as fuel cells (FCs), batteries (BTs), and energy storage systems (ESSs) plays a critical role in improving energy management, reducing emissions, and increasing economic viability. This review highlights advancements in multi-objective optimization techniques, real-time energy management, and sophisticated control strategies that have significantly contributed to reducing fuel consumption, operational costs, and environmental impact. However, key challenges remain, including the scalability of optimization techniques, sensitivity to system parameter variations, and limited incorporation of user behavior, grid dynamics, and life cycle carbon emissions. The review underlines the need for robust, adaptable control strategies capable of accommodating rapidly changing energy environments, as well as the importance of life cycle assessments to ensure the long-term sustainability of RES technologies. Future research directions emphasize the integration of variable RESs, advanced scheduling, and the application of emerging technologies such as artificial intelligence and blockchain to improve system resilience and efficiency. This paper introduces a novel classification framework, distinct from existing taxonomies, addressing gaps in prior reviews by incorporating emerging technologies and focusing on the dynamic nature of energy management in hybrid systems. It also advocates for bridging the gap between theoretical advancements and real-world implementation to promote the development of more sustainable and reliable HESs. Full article
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41 pages, 2025 KiB  
Systematic Review
The Energy-Economy Nexus of Advanced Air Pollution Control Technologies: Pathways to Sustainable Development
by Sadiq H. Melhim and Rima J. Isaifan
Energies 2025, 18(9), 2378; https://doi.org/10.3390/en18092378 - 6 May 2025
Cited by 1 | Viewed by 1201
Abstract
Air pollution imposes a substantial economic burden globally, with estimated annual losses exceeding $8.1 trillion due to healthcare costs, lost productivity, infrastructure degradation, and agricultural damage. This review assesses the economic effectiveness of advanced air pollution control technologies within the broader context of [...] Read more.
Air pollution imposes a substantial economic burden globally, with estimated annual losses exceeding $8.1 trillion due to healthcare costs, lost productivity, infrastructure degradation, and agricultural damage. This review assesses the economic effectiveness of advanced air pollution control technologies within the broader context of sustainable energy transitions. Through comparative life-cycle cost-benefit analyses, we evaluate the financial viability, energy efficiency, and policy relevance of innovations such as carbon capture and storage (CCS), AI-driven emissions monitoring, and nanotechnology-enhanced filtration. Among the technologies assessed, CCS presents the most significant capital expenditure (up to $500 million per facility) but offers long-term returns through carbon credits and enhanced oil recovery, yielding up to $30–40 in economic benefits for every $1 invested. AI-based monitoring systems demonstrate strong economic efficiency by reducing energy consumption in industrial operations by up to 15% and improving regulatory compliance at a larger scale. Nanotechnology-enabled filters provide high pollutant capture efficiency and reduce operational resistance, yet face scalability and end-of-life challenges. Additionally, emerging technologies such as bioengineered filters offer promise for low-resource settings but require further economic validation. The integration of these technologies with renewable energy systems, such as hydrogen-powered pollution control units and solar-driven filtration, further amplifies their environmental and economic benefits. By aligning air pollution mitigation with climate and energy goals, this review highlights a pathway for policymakers and industries to achieve both economic resilience and environmental sustainability. The findings underscore that, while upfront costs may be high, strategic investments in advanced pollution control deliver substantial long-term returns across sectors. Full article
(This article belongs to the Section B: Energy and Environment)
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46 pages, 10314 KiB  
Review
Recent Advances in Enzymatic Biofuel Cells to Power Up Wearable and Implantable Biosensors
by Zina Fredj, Guoguang Rong and Mohamad Sawan
Biosensors 2025, 15(4), 218; https://doi.org/10.3390/bios15040218 - 28 Mar 2025
Cited by 1 | Viewed by 2012
Abstract
Enzymatic biofuel cells (EBFCs) have emerged as a transformative solution in the quest for sustainable energy, offering a biocatalyst-driven alternative for powering wearable and implantable self-powered biosensors. These systems harness renewable enzyme activity under mild conditions, positioning them as ideal candidates for next-generation [...] Read more.
Enzymatic biofuel cells (EBFCs) have emerged as a transformative solution in the quest for sustainable energy, offering a biocatalyst-driven alternative for powering wearable and implantable self-powered biosensors. These systems harness renewable enzyme activity under mild conditions, positioning them as ideal candidates for next-generation biosensing applications. Despite their promise, their practical deployment is limited by challenges such as low power density, restricted operational lifespan, and miniaturization complexities. This review provides an in-depth exploration of the evolving landscape of EBFC technology, beginning with fundamental principles and the latest developments in electron transfer mechanisms. A critical assessment of enzyme immobilization techniques, including physical adsorption, covalent binding, entrapment, and cross-linking, underscores the importance of optimizing enzyme stability and catalytic activity for enhanced bioelectrode performance. Additionally, we examine advanced bioelectrode materials, focusing on the role of nanostructures such as carbon-based nanomaterials, noble metals, conducting polymers, and metal–organic frameworks in improving electron transfer and boosting biosensor efficiency. Also, this review includes case studies of EBFCs in wearable self-powered biosensors, with particular attention to the real-time monitoring of neurotransmitters, glucose, lactate, and ethanol through sweat analysis, as well as their integration into implantable devices for continuous healthcare monitoring. Moreover, a dedicated discussion on challenges and trends highlights key limitations, including durability, power management, and scalability, while presenting innovative approaches to address these barriers. By addressing both technical and biological constraints, EBFCs hold the potential to revolutionize biomedical diagnostics and environmental monitoring, paving the way for highly efficient, autonomous biosensing platforms. Full article
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27 pages, 9977 KiB  
Article
Bio-Based Alkyd–Polyesteramide–Polyurethane Coatings from Castor, Neem, and Karanja Oils with Inherent Antimicrobial Properties for Enhanced Hygiene
by Abhinav Sati, Omkar Nandiwdekar, Aditya Ratnaparkhi, Ranjeet B. Doke, Dipak V. Pinjari, Suraj N. Mali and Amit P. Pratap
Coatings 2025, 15(4), 370; https://doi.org/10.3390/coatings15040370 - 21 Mar 2025
Cited by 2 | Viewed by 844
Abstract
Background: One of the foremost causes of microbial infections and propagation is improper sanitation and hygiene maintained in public places. Accumulation of stains and microbes results in the spread of infections. Also, due to the extensive use of non-renewable materials like petrochemicals, etc., [...] Read more.
Background: One of the foremost causes of microbial infections and propagation is improper sanitation and hygiene maintained in public places. Accumulation of stains and microbes results in the spread of infections. Also, due to the extensive use of non-renewable materials like petrochemicals, etc., there is an increasing demand for sustainable growth in the coating industries. Currently, there is no such technology that tackles this problem. Methods: Our present work aims to find a prolonged solution for these problems for the first time by synthesizing and formulating bio-based coatings with inherent antimicrobial properties and durable surface properties with a fast air-curing system. A formulation of alkyd and polyesteramide resins from castor, neem, and karanja oils was crosslinked with isocyanates to form the surface coatings. An esterification reaction of castor oil monoglyceride and phthalic anhydride synthesized the castor oil alkyd resin. The corresponding neem and karanja oil polyesteramides were synthesized by amidation with diethanolamine, followed by an esterification reaction. Results: The coatings exhibit an antimicrobial efficacy of 74%–84% against both Gram-positive and Gram-negative bacteria and contain 76.5% bio-based content. Factors such as thermal stability, physicochemical properties, and chemical and solvent stability were studied. After 24 h of inoculation with 40% polyesteramide resin (AMRESN-4), E. coli and S. aureus CFU values decreased from 6 × 105 to 0.28 × 105 CFU/g and from 5.7 × 105 to 0.26 × 105 CFU/g, respectively. These bio-based coatings are particularly suited for environments requiring high durability and antimicrobial protection, such as food-processing facilities, healthcare settings, and public restrooms. Full article
(This article belongs to the Section Bioactive Coatings and Biointerfaces)
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18 pages, 1766 KiB  
Review
Post-COVID-19 Era Forensics: Hospital Autopsies, New Methodologies, and Medicolegal Perspectives
by Simona Zaami, Gabriele Napoletano, Enrico Marinelli, Sara Sablone, Lina De Paola and Francesco Introna
Forensic Sci. 2025, 5(1), 8; https://doi.org/10.3390/forensicsci5010008 - 12 Feb 2025
Viewed by 1311
Abstract
Background: Hospital autopsies, once considered fundamental to evidence-based medicine, have declined in many Western countries due to legislative changes, faith-based objections, and inadequate funding in public healthcare. However, the COVID-19 pandemic has revitalized interest in their importance for determining the cause of death [...] Read more.
Background: Hospital autopsies, once considered fundamental to evidence-based medicine, have declined in many Western countries due to legislative changes, faith-based objections, and inadequate funding in public healthcare. However, the COVID-19 pandemic has revitalized interest in their importance for determining the cause of death and generating public health statistics. This study analyzes the factors contributing to this decline, with a focus on the Italian context and the new medicolegal perspectives arising in the post-pandemic era. Methods: The research was conducted through an analysis of 91 relevant scientific sources, including government documents, policy briefs, and academic studies. Legislative and regulatory factors influencing the reduction in hospital autopsies were examined, along with new technological and medicolegal perspectives that have emerged following the COVID-19 pandemic. Special attention was given to the Italian context and the pandemic’s impact on autopsy practices. Results: The analysis revealed that the perceived “low value” of autopsies often stems from technological advancements, which have led to the view of these procedures as redundant. However, in the post-COVID-19 era, there has been a renewed awareness of the medicolegal value of autopsies, with significant implications for public health statistics and the evolution of forensic medicine. Conclusions: The COVID-19 pandemic highlighted the vital role of autopsies in delivering accurate medical information, prompting renewed attention to these procedures in the post-pandemic era. Moving forward, hospital autopsies will need to balance technological innovations with traditional medicolegal practices, paving the way for new perspectives in forensic medicine and public health data management. Full article
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37 pages, 5894 KiB  
Review
An Overview on the Role of Government Initiatives in Nanotechnology Innovation for Sustainable Economic Development and Research Progress
by Umme Thayyiba Khatoon and Aditya Velidandi
Sustainability 2025, 17(3), 1250; https://doi.org/10.3390/su17031250 - 4 Feb 2025
Cited by 18 | Viewed by 6525
Abstract
Nanoparticle technology has emerged as a fundamental component across various industries, including electronics, renewable energy, textiles, and medical biotechnology, particularly for targeted drug delivery applications. Commercialization has profoundly impacted economic growth, especially in the pharmaceutical and electronics industries. Moreover, it has improved workforce [...] Read more.
Nanoparticle technology has emerged as a fundamental component across various industries, including electronics, renewable energy, textiles, and medical biotechnology, particularly for targeted drug delivery applications. Commercialization has profoundly impacted economic growth, especially in the pharmaceutical and electronics industries. Moreover, it has improved workforce education and training, generating millions of employment prospects associated with nanotechnology development. By 2024, the Organisation for Economic Co-operation and Development anticipates that the global market for nanotechnology products will attain a value of United States Dollar (USD) 1 trillion to USD 3 trillion, resulting in the creation of over 2 million new employments globally. The swift progression of nanoparticle technology from 2000 to 2024 is primarily propelled by substantial industrial investment in research and development, alongside collaborations with academic institutions. The National Nanotechnology Initiative in the United States (US) has significantly contributed to these developments, with federal funding exceeding USD 30 billion by 2024 since its establishment in 2001. This funding has catalyzed significant advancements in both commercial and research applications of nanotechnology. Patent data highlights this expansion, with China establishing itself as the preeminent nation in nanotechnology patents. From 2000 to 2024, China steadily raised its proportion of nanotechnology patents, accounting for almost 40% of the global total by 2024. The US, Japan, Germany, and the Republic of Korea continued to be significant contributors, together advancing the frontiers of innovation in nanotechnology. In this timeframe, the quantity of nanotechnology-related patents increased by more than 150%, demonstrating the swift growth of the sector. The regulation of nanotechnology in the US is primarily managed by the Food and Drug Administration, particularly about healthcare and biotechnology applications. As the scope of nanotechnology uses has expanded, there is an increasing demand for more extensive regulations concerning potential long-term environmental and health effects. The future trajectory of nanotechnology, both in the US and worldwide, will hinge on continuous invention, economic advancement, and the progression of governmental policy. By upholding a robust regulatory framework and promoting ongoing collaboration between academics and industry, the complete potential of nanotechnology in advancing industrial and societal progress can be actualized. Full article
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23 pages, 4829 KiB  
Review
The Evolution of Artificial Intelligence in Medical Imaging: From Computer Science to Machine and Deep Learning
by Michele Avanzo, Joseph Stancanello, Giovanni Pirrone, Annalisa Drigo and Alessandra Retico
Cancers 2024, 16(21), 3702; https://doi.org/10.3390/cancers16213702 - 1 Nov 2024
Cited by 12 | Viewed by 9167
Abstract
Artificial intelligence (AI), the wide spectrum of technologies aiming to give machines or computers the ability to perform human-like cognitive functions, began in the 1940s with the first abstract models of intelligent machines. Soon after, in the 1950s and 1960s, machine learning algorithms [...] Read more.
Artificial intelligence (AI), the wide spectrum of technologies aiming to give machines or computers the ability to perform human-like cognitive functions, began in the 1940s with the first abstract models of intelligent machines. Soon after, in the 1950s and 1960s, machine learning algorithms such as neural networks and decision trees ignited significant enthusiasm. More recent advancements include the refinement of learning algorithms, the development of convolutional neural networks to efficiently analyze images, and methods to synthesize new images. This renewed enthusiasm was also due to the increase in computational power with graphical processing units and the availability of large digital databases to be mined by neural networks. AI soon began to be applied in medicine, first through expert systems designed to support the clinician’s decision and later with neural networks for the detection, classification, or segmentation of malignant lesions in medical images. A recent prospective clinical trial demonstrated the non-inferiority of AI alone compared with a double reading by two radiologists on screening mammography. Natural language processing, recurrent neural networks, transformers, and generative models have both improved the capabilities of making an automated reading of medical images and moved AI to new domains, including the text analysis of electronic health records, image self-labeling, and self-reporting. The availability of open-source and free libraries, as well as powerful computing resources, has greatly facilitated the adoption of deep learning by researchers and clinicians. Key concerns surrounding AI in healthcare include the need for clinical trials to demonstrate efficacy, the perception of AI tools as ‘black boxes’ that require greater interpretability and explainability, and ethical issues related to ensuring fairness and trustworthiness in AI systems. Thanks to its versatility and impressive results, AI is one of the most promising resources for frontier research and applications in medicine, in particular for oncological applications. Full article
(This article belongs to the Section Cancer Informatics and Big Data)
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