The path to adoption of open source AI for drug discovery in Africa by Gemma Turon, Miquel Duran-Frigola

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Double-Condensing Attention Condenser: Leveraging Attention in Deep Learning to Detect Skin Cancer from Skin Lesion Images by Chi-en Amy Tai, Elizabeth Janes, Chris Czarnecki, Alexander Wong

“…The final model is publicly available as a part of a global open-source initiative dedicated to accelerating advancement in machine learning to aid clinicians in the fight against cancer. …”
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Following the Open-Source Trail Outside the Digital World: The Case of Open-Source Seeds by Elsa Tsioumani, Mike Muzurakis, Yannis Ieropoulos, Asterios Tsioumanis

“…We then review open source initiatives in the digital domain, including successes and shortcomings, and offer our understanding of relevant terminologies. …”
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A REVIEW OF SDN AND NFV INTEGRATION IN 5G CORE NETWORK: BENEFITS, CHALLENGES AND SOLUTIONS by Camila Ojito Martín, Abel Castillo Travieso, Alain Abel Garófalo Hernández

“…Despite their advantages, the development of these technologies has mainly been run by large corporations, creating challenges such as high acquisition costs and technological dependence. However, open-source initiatives that allow greater access and encourage innovation and collaboration within the sector have emerged. …”
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Data‐Driven Innovation in Metal‐Organic Frameworks Photocatalysis: Bridging Gaps for CO2 Capture and Conversion with FAIR Principles by Claudia Bizzarri, Manuel Tsotsalas

“…Emphasizing the significance of open‐source initiatives and the principles of FAIR data—ensuring data are Findable, Accessible, Interoperable, and Reusable—a collaborative approach to data management and sharing is advocated for. …”
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A REVIEW OF SDN AND NFV INTEGRATION IN 5G CORE NETWORK: BENEFITS, CHALLENGES AND SOLUTIONS by Camila Ojito Martín, Abel Castillo Travieso, Alain Abel Garófalo Hernández

“…Despite their advantages, the development of these technologies has mainly been run by large corporations, creating challenges such as high acquisition costs and technological dependence. However, open-source initiatives that allow greater access and encourage innovation and collaboration within the sector have emerged. …”
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Creating a Full Multitenant Back End User Experience in Omeka S with the Teams Module by Alexander Dryden, Daniel G. Tracy

“…The module and findings are likely to be of interest to other institutions adopting Omeka S but also, more generally, to libraries seeking to contribute successfully to larger open-source initiatives.…”
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Agents for Change: Artificial Intelligent Workflows for Quantitative Clinical Pharmacology and Translational Sciences by Mohamed H. Shahin, Srijib Goswami, Sebastian Lobentanzer, Brian W. Corrigan

“…Looking ahead, fostering collaborative efforts, embracing open‐source initiatives, and establishing robust regulatory frameworks will be key to unlocking the full potential of agentic workflows in advancing QCP and TS. …”
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