Challenges and Opportunities for Data Sharing Related to Artificial Intelligence Tools in Health Care in Low- and Middle-Income Countries: Systematic Review and Case Study From Thailand by Aprajita Kaushik, Capucine Barcellona, Nikita Kanumoory Mandyam, Si Ying Tan, Jasper Tromp

“…ObjectiveThis study aimed to identify barriers and enablers to data sharing for AI in health care in LMICs and to test the relevance of these in a local context. …”
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Development and application of a clinical core data set for deep brain stimulation in Parkinson’s disease, dystonia or tremor: from data collection to data exchange and data sharing by Anna-Lena Hofmann, Jonas Widmann, Lilly Brandstetter, Udo Selig, Fabian Haug, Julian Haug, Rüdiger Pryss, Jasper Mecklenburg, Andrea Kreichgauer, Philipp Capetian, Christian J. Hartmann, Christian Niklas, Petra Ritter, Patricia Krause, Alfons Schnitzler, Jens Volkmann, Andrea A. Kühn, Peter Heuschmann, Kirsten Haas

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ADDRESSING SOCIETAL CHALLENGES IN THE BLACK SEA CATCHMENT THROUGH INNOVATIVE EARTH OBSERVATION SYSTEM OF SYSTEMS by ANTHONY LEHMANN, SEVAL SOZEN, MONICA DUMITRAŞCU

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Response From Crisis Text Line to “Commentary on ‘Protecting User Privacy and Rights in Academic Data-Sharing Partnerships: Principles From a Pilot Program at Crisis Text Line’” by Dena Trujillo

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Reflections on the Intermediate Data Structure (IDS) by George Alter

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ASSESSMENT OF ROMANIAN ALPINE HABITATS SPATIAL SHIFTS BASED ON CLIMATE CHANGE PREDICTION SCENARIOS by ADRIAN CONSTANTINESCU, JENICĂ HANGANU, ANTHONY LEHMANN, NICOLAS RAY

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Blockchain enabled policy-based access control mechanism to restrict unauthorized access to electronic health records by Nadeem Yaqub, Jianbiao Zhang, Muhammad Irfan Khalid, Weiru Wang, Markus Helfert, Mansoor Ahmed, Jungsuk Kim

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How do we measure the costs, benefits, and harms of sharing data from biomedical studies? A protocol for a scoping review [version 2; peer review: 2 approved] by Lauren Maxwell, Ankur Krishnan, Priya Shreedhar

“…As investments in data sharing and reuse efforts continue to grow, understanding the cost and positive and negative effects of data sharing for research participants, the general public, individual researchers, research and development, clinical practice, and public health is of growing importance. …”
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Design and Implementation of a Mobile Multihop WSN for AGV System by Jiaqi Zhang, Molin Jia, Noriyoshi Yamauchi, Takaaki Baba

“…A system data sharing protocol of mobile WSN named synchronous dynamic multihop data sharing protocol (S-DMDS) is presented for automated guided vehicle (AGV) system. …”
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The Path of Digital Government and University Asset Intelligence Value-Added Service Driven by Block Chain Technology by Qian Feng, `Razlini Mohd Ramli, Youwu Liu

“…Block chain technology played an important role in enterprise asset data resource data sharing, but there was less research on asset data sharing services applied to digital government and universities. …”
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A scoping review of the landscape of health-related open datasets in Latin America. by David Restrepo, Justin Quion, Constanza Vásquez-Venegas, Cleva Villanueva, Leo Anthony Celi, Luis Filipe Nakayama

“…We provide recommendations for enhancing data sharing in the region.…”
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Optimization Model of Traffic Sensor Layout considering Traffic Big Data by Xu Sun, Zixiu Bai, Kun Lin, Pengpeng Jiao, HuaPu Lu

“…Considering the impact of traffic big data, a set of impact factors for traffic sensor layout is established, including system cost, multisource data sharing, data demand, sensor failures, road infrastructure, and sensor type. …”
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Opportunities for promoting open data in the Caribbean through biobanks by Sushant Saluja, Simon G. Anderson

“…Establishing a Caribbean biobank with equitable data-sharing principles can significantly enhance global genomic data sets and ensure that the benefits of precision medicine reach the Caribbean. …”
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Swarm learning with weak supervision enables automatic breast cancer detection in magnetic resonance imaging by Oliver Lester Saldanha, Jiefu Zhu, Gustav Müller-Franzes, Zunamys I. Carrero, Nicholas R. Payne, Lorena Escudero Sánchez, Paul Christophe Varoutas, Sreenath Kyathanahally, Narmin Ghaffari Laleh, Kevin Pfeiffer, Marta Ligero, Jakob Behner, Kamarul A. Abdullah, Georgios Apostolakos, Chrysafoula Kolofousi, Antri Kleanthous, Michail Kalogeropoulos, Cristina Rossi, Sylwia Nowakowska, Alexandra Athanasiou, Raquel Perez-Lopez, Ritse Mann, Wouter Veldhuis, Julia Camps, Volkmar Schulz, Markus Wenzel, Sergey Morozov, Alexander Ciritsis, Christiane Kuhl, Fiona J. Gilbert, Daniel Truhn, Jakob Nikolas Kather

“…However, the development of AI models is often hindered by manual annotation requirements and strict data-sharing regulations between institutions. Methods In this study, we present an integrated pipeline combining weakly supervised learning—reducing the need for detailed annotations—with local AI model training via swarm learning (SL), which circumvents centralized data sharing. …”
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Blockchain-Assisted Hierarchical Attribute-Based Encryption Scheme for Secure Information Sharing in Industrial Internet of Things by A. Sasikumar, Logesh Ravi, Malathi Devarajan, A. Selvalakshmi, Abdulaziz Turki Almaktoom, Abdulaziz S. Almazyad, Guojiang Xiong, Ali Wagdy Mohamed

“…In addition, we developed a blockchain-integrated data-sharing scheme that makes it possible for users to share data via the use of edge and cloud storage. …”
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Patient and public involvement in the co-design and assessment of unobtrusive sensing technologies for care at home: a user-centric design approach by Jenny Sharma, Nazia Gillani, Imran Saied, Aaesha Alzaabi, Tughrul Arslan

“…Key themes identified included (1) the need for user-customized alarms, (2) clear data-sharing protocols, and (3) the importance of embedding sensors into familiar household objects. …”
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Infrastructures de données géographiques et flux d’information environnementale by Matthieu Noucher

“…Spatial Data Infrastructure (SDI), that emerge at every scale since 1990, are plateform that gather datas, informatics network, norme and standard, organizational arrangement and human ressources in order to facilitate and coordinate spatial data sharing, management and access on a specific territory and/or thematic. …”
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Blockchain-based secure and fair crowdsourcing scheme by Junwei Zhang, Wenxuan Cui, Jianfeng Ma, Chao Yang

“…Although blockchain-based crowdsourcing schemes have considerable advantages in decentralization and data sharing, there is still a challenge to gurantee the security of crowdsourced-sensitive information and the fairness of crowdsourcing on the blockchain. …”
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Barcode Location in Financial Statement System Based on the Partial Differential Equation Image Recognition Algorithm by Jinghua Ning, Song Yu

“…Using a barcode to improve the efficiency of data sharing is undoubtedly the most convenient and fast way to realize financial statement information sharing. …”
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Perspectives of Hispanic and Latinx Community Members on AI-Enabled mHealth Tools: Qualitative Focus Group Study by Stephanie A Kraft, Shaan Chopra, Miriana C Duran, Janet A Rojina, Abril Beretta, Katherine I López, Russell Javan, Benjamin S Wilfond, Margaret Rosenfeld, James Fogarty, Linda K Ko

“…These themes illustrate key barriers to the benefits of mHealth that communities may face, provide insights into the role of mHealth within families, and examine the appropriate balance of data sharing and privacy protections. ConclusionsThese findings offer important insights that can help advance the development of mHealth that responds to community values and priorities.…”
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