EVALITA4ELG: Italian Benchmark Linguistic Resources, NLP Services and Tools for the ELG Platform by Viviana Patti, Valerio Basile, Cristina Bosco, Rossella Varvara, Michael Fell, Andrea Bolioli, Alessio Bosca

“…This paper describes the EVALITA4ELG project, whose main aim is at systematically collecting the resources released as benchmarks for this evaluation campaign, and making them easily accessible through the European Language Grid platform. …”
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Optimizing Ecosystem Partner Selection Decisions for Platform Enterprises: An Embedded Innovation Demand-Driven Framework by Baoji Zhu, Renyong Hou, Quan Zhang

“…This study enriches the understanding of ecosystem partner selection within platform ecosystems by advancing methods for quantifying partner demands and refining the selection of evaluation indicators. …”
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In vivo photoacoustic tomography of porcine abdominal organs using Fabry–Pérot sensing integrated platform by Damien Gasteau, Alexis Vrignaud, Arnaud Biallais, Fabrice Richard, Gilles Blancho, Julien Branchereau, Benoît Mesnard

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PyTSC: A Unified Platform for Multi-Agent Reinforcement Learning in Traffic Signal Control by Rohit Bokade, Xiaoning Jin

“…Multi-Agent Reinforcement Learning (MARL) presents a promising approach for addressing the complexity of Traffic Signal Control (TSC) in urban environments. However, existing platforms for MARL-based TSC research face challenges such as slow simulation speeds and convoluted, difficult-to-maintain codebases. …”
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Tile-Ippokratis: The Experience of an Ehealth Platform for the Provision of Health Care Services in the Island of Chios and Cyprus by Homer Papadopoulos

“…The aim of the paper is to present the architecture, the design, and the evaluation results of this platform. The platform based on already evaluated state-of-the-art mobile ehealth systems and using wireless and terrestrial telecommunication networks is able to provide the following health care services: (i) telecollaboration and teleconsultation services between health care personnel and between health care personnel and patients and (ii) ehealth services for “at risk” citizens such as elderly and patients with chronic diseases (Island of Chios) and postsurgery patients (Cyprus). …”
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Swarm Control with RRT-APF Planning and FNN Task Allocation Tested on Mobile Differential Platform by Michal Lajčiak, Ján Vachálek

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Quality and reliability of pediatric pneumonia related short videos on mainstream platforms: cross-sectional study by Fengqi He, Mei Yang, Jun Liu, Ting Gong, Jinhua Ma, Tian Yang, Dandong Zhao, Shaunglian Li, Daiyin Tian

“…This study systematically evaluates the quality and reliability of pediatric pneumonia-related short videos on the aforementioned three platforms. …”
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Development of a Visualization Platform for Power Generation Analysis in Urban Building-Integrated Photovoltaic Systems by Xi Chen, Hai Long, Ye Xia

“…This intuitive visualization allows stakeholders to identify optimal PV installation areas and evaluate economic benefits effectively. This article details the implementation of the visualization platform across four key aspects: data generation and input, power generation and economic calculation, building model creation and data mapping, and visual interface design, aiming to facilitate the efficient planning and deployment of distributed photovoltaic systems in complex urban environments.…”
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Mentoring within the federal innovation platform System of Personalized Training in a Higher Education Establishment by A. I. Artyukhina, E. V. Shishkina, V. I. Chumakov, A. A. Rybin, V. A. Kuznetsova

“…The article reveals the role of mentoring within federal innovation platform System of Personalized Training in a Higher Education Establishment. …”
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Nuclei segmentation and classification from histopathology images using federated learning for end-edge platform. by Anjir Ahmed Chowdhury, S M Hasan Mahmud, Md Palash Uddin, Seifedine Kadry, Jung-Yeon Kim, Yunyoung Nam

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Building an international precision medicine platform trial for the acute respiratory distress syndrome (ARDS): an expert consensus project report by Kiran Reddy, Neil Aggarwal, Narges Alipanah-Lechner, Djillali Annane, David B Antcliffe, Daphne Babalis, J Kenneth Baillie, Abigail Beane, Lieuwe DJ Bos, Aidan Burrell, Carolyn S Calfee, Kiki Cano-Gamez, Victoria R Cornelius, Mary Cross, Emma Davenport, Lorenzo del Sorbo, Laura Esserman, Eddy Fan, Vito Fanelli, Niall D Ferguson, D Clark Files, Christoph Fisser, Shigeki Fujitani, Ewan C Goligher, Anthony C Gordon, Giacomo Grasselli, Fergus Hamilton, Rashan Haniffa, Andrea Haren, Daniel JR Harvey, Leanne M Hays, Anna Heath, Nicholas Heming, Susanne Herold, Tim Hicks, Nao Ichihara, Vinod Jaiswal, Jun Kataoka, Julian C Knight, Patrick R Lawler, Kathleen Liu, John C Marshall, David M Maslove, Michael A Matthay, Daniel F McAuley, Nuala J Meyer, Jonathan A Millar, Holger Müller-Redetzky, Alistair Nichol, John Norrie, Marlies Ostermann, Andrew Owen, Cecilia M O’Kane, Dhruv Parekh, Rachel Phillips, Duncan Richards, Bram Rochwerg, Anthony J Rostron, Hiroki Saito, Romit J Samanta, Vittorio Scaravilli, Wesley Self, Manu Shankar-Hari, A John Simpson, Pratik Sinha, Marry R Smit, Jonathan Stewart, B Taylor Thompson, István Vadász, Ed Waddingham, Steve Webb, Graham Wheeler, D Martin Witzenrath, Mark M Wurfel, Thomas R Martin

“…Future work This Efficacy and Mechanism Evaluation report, through expert consensus, describes a new Phase II, multiarm, adaptive platform randomised controlled trial design that tests multiple pharmacological therapies in a population of patients with acute respiratory distress syndrome stratified by baseline inflammatory phenotype. …”
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MergeBot: A platform of semi-structured merge conflict resolution for C/C++ code by Hua He, Xiaofan Liu, Lei Xu, Guanghui Mei, Jifeng Xuan

“…In this paper, we introduce MergeBot, a platform designed for resolving merge conflicts in C/C++ codebases. …”
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A Blockchain-Based Privacy Protection Model Under Quality Consideration in Spatial Crowdsourcing Platforms by Amal Albilali, Maysoon Abulkhair, Manal Bayousef, Faisal Albalwy

“…The results of the performance evaluation confirmed the efficiency of the proposed model, which is highly effective in addressing the identified challenges.…”
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Cryopreserved leukapheresis enables scalable and distributed CAR-T manufacturing: a multi-platform comparative study by Menglin Ren, Xiaodie Wang, Jiangrui Chen, Yuanjian Xu, Yan Sun, Tao Liu, Qijun Qian, Zenghui Xu

“…Subsequently, a systematic evaluation of the quality and functionality of cryopreserved leukapheresis was conducted. …”
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AR Platform for Indoor Navigation: New Potential Approach Extensible to Older People with Cognitive Impairment by Luigi Bibbò, Alessia Bramanti, Jatin Sharma, Francesco Cotroneo

“…The method applied was the use of the Unity Vuforia platform, with which an augmented reality APK application was produced on a smartphone. …”
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The 14-3-3η Biomarker Platform for Diagnosis and Prognostic Monitoring of Patients with Rheumatoid Arthritis by W. Maksymowych

“…There are several gaps in the clinical evaluation and management of patients with rheumatoid arthritis (RA) that could be addressed through the development of new biomarkers. …”
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Next-Generation Vaccine Platforms: Integrating Synthetic Biology, Nanotechnology, and Systems Immunology for Improved Immunogenicity by Majid Eslami, Bahram Fadaee Dowlat, Shayan Yaghmayee, Anoosha Habibian, Saeedeh Keshavarzi, Valentyn Oksenych, Ramtin Naderian

“…Case studies on SARS-CoV-2, Epstein–Barr virus, and <i>Mycobacterium tuberculosis</i> highlight the practical application of these platforms. Despite promising progress, challenges include scalability, safety evaluation, and ethical concerns with data-driven vaccine designs. …”
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Consistency Analysis of Centiloid Values Across Three Commercial Software Platforms for Amyloid PET Quantification by Hyukjin Yoon, Narae Lee, Yoo Hyun Um, Woo Hee Choi

“…<b>Objectives</b>: This study aimed to evaluate the consistency of Centiloid (CL) values calculated using three commercially available software platforms: BTXBrain (v1.1.2), MIM (v7.3.7), and SCALE PET (v2.0.1). …”
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Advancing Neurodegenerative Disease Management: Technical, Ethical, and Regulatory Insights from the NeuroPredict Platform by Marilena Ianculescu, Lidia Băjenaru, Ana-Mihaela Vasilevschi, Maria Gheorghe-Moisii, Cristina-Gabriela Gheorghe

“…This study reports an experimental technology evaluation of modular components of the NeuroPredict platform, integrating multimodal sensors and machine learning pipelines in a laboratory-based setting, with future co-design and clinical validation foreseen for a later project phase.…”
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iPSC-hepatocyte organoids as a novel platform to predict AAV gene therapy efficacy by Estelle Berreur, Giacomo Lazzaroni, Cyrill Roth, Marco Zihlmann, Martina Stirn, Ramona Matheis, Rebecca Xicluna, Ekaterina Breous-Nystrom, Adrian B. Roth

“…This study presents the first comparative evaluation of AAV transduction across multiple induced pluripotent stem cell (iPSC)-derived hepatocyte organoid donors, offering a novel platform for assessing vector performance in human liver models. …”
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