Is synthetic data generation effective in maintaining clinical biomarkers? Investigating diffusion models across diverse imaging modalities by Abdullah Hosseini, Ahmed Serag

“…Traditional methods, however, often grapple with data-sharing restrictions due to privacy concerns. Emerging techniques in artificial intelligence offer innovative solutions to overcome these constraints, with synthetic data generation enabling the creation of realistic medical imaging datasets, but the preservation of critical hidden medical biomarkers is an open question.MethodsThis study employs state-of-the-art Denoising Diffusion Probabilistic Models integrated with a Swin-transformer-based network to generate synthetic medical data. …”
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Research Data Management Within the EU Data Policy Framework by Milčiuvienė Saulė, Amilevičius Darius, Raškinis Gailius

“…The Data Act primarily focuses on private sector data and facilitates data sharing across businesses and sectors, particularly in the domain of the Internet of Things, while promoting interoperability and fair contractual terms. …”
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FPGA Implementations for Data Encryption and Decryption via Concurrent and Parallel Computation: A Review by Abdulmajeed Adil Yazdeen, Subhi R. M. Zeebaree, Mohammed Mohammed Sadeeq, Shakir Fattah Kak, Omar M. Ahmed, Rizgar R. Zebari

“… In recent days, increasing numbers of Internet and wireless network users have helped accelerate the need for encryption mechanisms and devices to protect user data sharing across an unsecured network. Data security, integrity, and verification may be used due to these features. …”
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The Standardized Data Management Plan for Educational Research by Sebastian Netscher, Harald Kaluza, Reiner Mauer, Kati Mozygemba, Karsten Stephan

“…Instead, users of conventional templates require more tailored guidance to better understand how to manage their data according to the needs of their research discipline, and its methods and practises, e.g., regarding data sharing. To provide more tailored, discipline-specific guidance, Science Europe (2018) suggests developing and using so-called Domain Data Protocols, i.e., a model DMP for a given discipline or community. …”
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An Ontology-Based GIS for Genomic Data Management of Rumen Microbes by Saber Jelokhani-Niaraki, Mojtaba Tahmoorespur, Zarrin Minuchehr, Mohammad Reza Nassiri

“…Our application adopted ontology to portray and store genomic data in a semantic framework, which facilitates data-sharing among biology domains, applications, and experts. …”
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Extending the Intermediate Data Structure (IDS) for longitudinal historical databases to include geographic data by Finn Hedefalk, Lars Harrie, Patrick Svensson

“…Such a common structure facilitates data sharing and comparative research. In this study, we propose an extended version of IDS, named IDS-Geo, that also includes geographic data. …”
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Machine learning and multi-omics in precision medicine for ME/CFS by Katherine Huang, Brett A. Lidbury, Natalie Thomas, Paul R. Gooley, Christopher W. Armstrong

“…We also highlight several priorities, including the critical need for applying robust computational tools and collaborative data-sharing initiatives in the endeavour to unravel the biological intricacies of ME/CFS.…”
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Informed consent in dementia research: how Public Involvement can contribute to addressing “old” and “new” challenges by Ana Diaz, Cindy Birck, Angela Bradshaw, Jean Georges, Daphne Lamirel, Soraya Moradi-Bachiller, Dianne Gove

“…., new types of research such as artificial intelligence and data sharing/re-use) in dementia research.…”
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The role of digital health in pandemic preparedness and response: securing global health? by Chisom Ogochukwu Ezenwaji, Esther Ugo Alum, Okechukwu Paul-Chima Ugwu

“…Conclusion The COVID-19 outbreak demonstrated the importance of digital technology in outbreak management, patient care, communication, and data sharing. As the world transitions into the post-pandemic phase, it will be important to build on these innovations and prepare for the challenges ahead in order to strengthen healthcare systems for future pandemics.…”
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Special issue: Proceedings of the 15th ISIC - The Information Behaviour Conference, Aalborg, Denmark, August 26-29, 2024

“…Garwood The reading practices of people with neuropsychiatric disabilities: a review of library and information science literature Katarina Hagberg, Karin Lundin, Anna Lundh, Åse Hedemark Representational exchange and edgework: towards theorising the coping with fragmentary information Isto Huvila Digital health applications and health literacy: an explorative analysis Aylin Imeri, Sabrina Schorr, Sebastian Merkel To share or not to share? Image data sharing in the social sciences and humanities Elina Late, Mette Skov, Sanna Kumpulainen Analysing humanities scholars’ data seeking behaviour patterns using Ellis' model Wenqi Li, Pengyi Zhang, Jun Wang Can ChatGPT provide health information as physicians do? …”
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Epilepsy care pathway: The Finnish model by Reetta Kälviäinen, Zakarya Hadj‐Allal, Jarkko Kirjavainen, Reina Roivainen, Tarja Linnankivi, Jukka Peltola, Kai Eriksson, Salla Lamusuo, Tuire Lähdesmäki, Johanna Annunen, Päivi Vieira, Virpi Tarkiainen, Leena Jutila, Anni Saarela, Leena Kämppi, Liisa Metsähonkala, Eija Gaily, Niina Lähde, Jaana Antinmaa, Sini Erme, Anna‐Leena Pirttisalo, Jari Virolainen, Milla Ylijoki, Laura Kela, Jonna Komulainen‐Ebrahim, Paula Sorjonen, Finnish Severe Epilepsy Coordination Group

“…To improve outcomes, we emphasize the use of modern digital tools, data sharing, and peer support.…”
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MalAware: A tabletop exercise for malware security awareness education and incident response training by Giddeon Angafor, Iryna Yevseyeva, Leandros Maglaras

“…Despite that, this interconnectivity and data sharing between systems and devices over the internet poses security and privacy risks as threat actors can intercept, steal, and use owners’ data for nefarious purposes. …”
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Frequency Resource Sharing and Allocation Scheme Based on Coalition Formation Game in Hybrid D2D-Cellular Network by Qing Ou, Rongqing Zhang, Xi Luan, Yuxin Cheng, Jun Wu, Jianjun Wu

“…Taking the cost for coalition formation into account, such as the path loss for data sharing, we prove that the core of the proposed game is empty, which shows the impossibility of grand coalition. …”
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Advanced Deep Learning Algorithms for Energy Optimization of Smart Cities by Izabela Rojek, Dariusz Mikołajewski, Krzysztof Galas, Adrianna Piszcz

“…Federated learning ensures privacy-preserving data sharing in distributed energy systems, promoting collaboration without compromising security. …”
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Metadata functional requirements for genomic data practice and curation by Hong Huang, Jian Qin

“…Architectural layout as flat file needs extra administrative metadata to support data sharing and documentation. The resulting metadata requirement model can serve as valuable resources to genome scientists, data curators and administrators for designing metadata schema and developing data-curation policies.…”
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Antibiotics Profile, Prevalence of Extended-Spectrum Beta-Lactamase (ESBL), and Multidrug-Resistant Enterobacteriaceae from Different Clinical Samples in Khartoum State, Sudan by Ehssan H. Moglad

“…Active antimicrobial-resistant (AMR) observation through constant data sharing and management of all stakeholders is crucial to recognize and control the AMR global burden. …”
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Blockchain Applications in the Military Domain: A Systematic Review by Nikos Kostopoulos, Yannis C. Stamatiou, Constantinos Halkiopoulos, Hera Antonopoulou

“…Key areas analyzed include the role of blockchain in securing communications, fostering transparency, promoting real-time data sharing, and using smart contracts for maintenance management. …”
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THE ANALYSIS OF THE KEY DRIVERS AND BARRIERS OF CLOUD MIGRATION IN COMPANIES IN BOSNIA AND HERZEGOVINA by Kasim Tatić, Zijad Džafić, Mahir Haračić, Merima Haračić

“…According to the re-search results, the respondents believe the key drivers of cloud migration comprise the following: improving effi-ciency, enabling more extensive data sharing capabilities, improving security, increasing innovations, reducing costs. …”
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Coordinated One Health investigation and management of outbreaks in humans and animals caused by zoonotic avian influenza viruses by Theresa Enkirch, Andrea Gervelmeyer, Luisa Hallmaier‐Wacker, Angeliki Melidou, Katriina Willgert

“…By presenting each scenario alongside the integrated actions of stakeholders, the report identifies critical development needs, such as tools (e.g. communication and data sharing platforms); key points for information exchange across sectors, triggers for joint risk assessments, and gaps in existing knowledge. …”
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The Impact of Data Control and Delayed Discounting on the Public’s Willingness to Share Different Types of Health Care Data: Empirical Study by Dongle Wei, Pan Gao, Yunkai Zhai

“…ResultsOur findings indicate that the type of health data does not significantly affect the perceived benefits of data sharing. Instead, it negatively influences willingness to share by indirectly affecting data acquisition costs and perceived risks. …”
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