INTELLECTUAL PROPERTY IN THE AI ERA: ENSURING EQUITABLE ACCESS TO MEDICAL INNOVATIONS by Cecep Mustafa, Rita Komalasari

“…This research examines the limitations of existing IP laws in the context of healthcare AI, with a focus on their impact on equitable access and innovation. …”
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Improving polygenic prediction from summary data by learning patterns of effect sharing across multiple phenotypes. by Deborah Kunkel, Peter Sørensen, Vijay Shankar, Fabio Morgante

“…Polygenic prediction of complex trait phenotypes has become important in human genetics, especially in the context of precision medicine. Recently, mr.mash, a flexible and computationally efficient method that models multiple phenotypes jointly and leverages sharing of effects across such phenotypes to improve prediction accuracy, was introduced. …”
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Managing the Development of the Innovation Market in the Service Sector in the Republic of Kazakhstan by K. A. Kirdasinova, N. B. Omarbekova

“…Although the issue of innovational development within product companies has been an object of research, there are still questions to answer regarding how innovational management should be conducted in service organizations, especially in the context of the Republic of Kazakhstan. The main aim of this investigation is to develop the new theoretical concept of stimulation of innovative processes among service providers in the Republic of Kazakhstan. …”
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Phosphatase Dysregulation in Cancer: Signaling Pathways and Therapeutic Opportunities by Maryam Jama, Michael Overduin, Khaled H. Barakat

“…ABSTRACT Phosphatases are increasingly recognized as critical regulators of cancer biology, with important roles in both tumor cells and the tumor immune microenvironment (TIME). …”
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MEASURES AND TOOLS TO STREAMLINE THE TRANSITION TO GREEN ECONOMY IN ROMANIA by Adrian Valentin BUȚA, Mihaela NECULIȚĂ, Dragoș CRISTEA, Ștefan PETREA, Alina MOGODAN, Ira SIMIONOV

“…The private and public spheres must reach a common point through which they can reduce the wear and tear of economic growth with the aim of reducing environmental risks, enhancing the use of resources and increasing the quality of life. This paper aims to identify the tools needed to adopt a Green Economy by analysing current opportunities for economic development based on sustainable policies and investments. …”
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Crowdsourcing and Digital Information: Looking for a Future Research Agenda by Fernando J. Garrigos-Simon, Yeamduan Narangajavana-Kaosiri

“…In a context dominated by emerging technologies and digital platforms, organizations are turning to external sources for data and idea generation. …”
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Cybersecurity Requirements for Industrial Machine Control Systems by Leszek Kasprzyczak, Anna Manowska, Marek Dźwiarek

“…The first part of this paper discusses the research context, taking a closer look at the development of Industry 4.0 and the growing importance of the IIoT, which entails new cybersecurity challenges. …”
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Explainable AI in medicine: challenges of integrating XAI into the future clinical routine by Tim Räz, Aurélie Pahud De Mortanges, Mauricio Reyes, Mauricio Reyes

“…We identify three desiderata of increasing difficulty: First, explanations need to be provided in a context- and user-dependent manner. …”
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CORPORATE SOCIAL RESPONSIBILITY AUTHENTICITY AND FIRM PERFORMANCE IN AN EMERGING MARKET by Thanh Tiep Le

“…This study particularly adds to the body of CSR literature in the context of increasing skepticism of stakeholders about CSR authenticity. …”
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Recent Advances in Vehicle Driver Health Monitoring Systems by Lauris Melders, Ruslans Smigins, Aivars Birkavs

“…The need for creative solutions in the real-time monitoring of health is rapidly increasing, especially in light of health incidents in relation to drivers of motor vehicles. …”
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A Comprehensive Review of Machine Learning Approaches for Flood Depth Estimation by Bo Liu, Yingbing Li, Minyuan Ma, Bojun Mao

“…Abstract In the context of increasing frequency and impact of flood events, traditional methods for estimating flood depth have become insufficient to meet current demands, leading to a gradual shift toward machine learning approaches. …”
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A New Approach to Analyzing Ecological Problems: Planetary Boundaries by Mehmet Ali Çelik

“…Planetary boundaries examine environmental issues and climate change in a social context. Unlike radical ecology movements, this approach does not examine the current social, political, and economic structure against the ontology of green nature. …”
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Inferring the source of transmission with phylogenetic data. by Erik M Volz, Simon D W Frost

“…These methods also enable epidemiological applications such as the identification of factors that increase the risk of transmission. We demonstrate these methods in the context of the HIV epidemic in Detroit, Michigan, and we evaluate the suitability of current sequence databases for forensic and epidemiological investigations. …”
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Vertex models capturing subcellular scales in epithelial tissues. by Zoë Lange, Franziska Matthäus, Mingfeng Qiu

“…We address complementary models and statistical inference, putting vertex models in a broader methodological context and we give a brief overview of software packages utilized in increasingly complex vertex model studies. …”
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Exposure to hate in online and traditional media: A systematic review and meta‐analysis of the impact of this exposure on individuals and communities by Pablo Madriaza, Ghayda Hassan, Sébastien Brouillette‐Alarie, Aoudou Njingouo Mounchingam, Loïc Durocher‐Corfa, Eugene Borokhovski, David Pickup, Sabrina Paillé

“…In most cases, the exposure to hate content occurred online or within social media contexts (37 studies), while only 8 studies reported such exposure in traditional media platforms. …”
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Earthquake resilience of densely populated settlements: A strategic approach to mitigate Istanbul’s earthquake risk by Gülru Koca

“…For this purpose, firstly the previous and current urban design practices adopted in the city was evaluated. …”
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Advancing Metacognitive Awareness Inventory (MAI) in Teacher Education: Rasch Model among Indonesian Early Childhood Education Students by Yetty Isna Wahyuseptiana, Munawir Yusuf, Gunarhadi Gunarhadi, Roemintoyo Roemintoyo

“…The Indonesian version of the MAI instrument can be used effectively within the Indonesian cultural context, though earlier pedagogical interventions are needed to enhance metacognitive awareness in early-semester students. …”
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Anti-amyloid Monoclonal Antibodies for Alzheimer’s Disease: A New Hope? (Review) by I. A. Mazerkina

“…This review aimed to examine the prospects and limitations of anti-amyloid DMTs for AD in the context of the current understanding of AD pathogenesis mechanisms.DISCUSSION. …”
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Death and dying in prehospital care: what are the experiences and issues for prehospital practitioners, families and bystanders? A scoping review by Alison Richardson, Michelle Myall, Helen Pocock, Robert Crouch, Charles Deakin, Susi Lund, Alison Rowsell, Mick Arber, Joanne Turnbull

“…Objective To identify the factors that shape and characterise experiences of prehospital practitioners (PHPs), families and bystanders in the context of death and dying outside of the hospital environment where PHPs respond.Design A scoping review using Arksey and O’Malley’s five-stage framework. …”
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Simulation and MCDA-based framework for border crossing process design with static and dynamic control of passenger flow by Piotr Sawicki, Hanna Sawicka

“…The proposed methodology has been applied to redesign the border control process at an airport terminal in the context of new border control procedures. Assuming that 39% of passengers require 10–120% more processing time due to new procedures, the recommended process includes new equipment configuration, increasing the total number of units by two. …”
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