A traffic prediction method for missing data scenarios: graph convolutional recurrent ordinary differential equation network by Ming Jiang, Zhiwei Liu, Yan Xu

“…To address this challenge, this paper proposes a neural network architecture designed specifically for missing data scenarios—graph convolutional recurrent ordinary differential equation network (GCRNODE). GCRNODE combines recurrent networks based on ordinary differential equation (ODE) with spatiotemporal memory graph convolutional networks, enabling accurate traffic prediction and effective modeling of dynamic graph structures even in the presence of missing data. …”
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Endorsement of reporting guidelines and clinical trial registration across urological medical journals: a cross-sectional study by Alex Hagood, Joseph Case, Trevor Magee, Caleb Smith, Danya Nees, Griffin Hughes, Matt Vassar

“…Results Of the 92 urology journals examined, only one-third (32/92) mentioned the EQUATOR network in their “instructions for authors.” A total of 17 journals (17/92, 18.5%) did not mention a single reporting guideline. …”
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Developing Guidelines for Surveillance Reporting (G-SIRE): protocol for guideline development by Wonyoung Jung, Sukhyun Ryu, So Yeon Ryu, Mina Ha, Bo Youl Choi, Soo Young Kim

“…Methods: The methodology adhered to the EQUATOR Network standards, employing a multidimensional approach with a diverse expert team. …”
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Establishing the Guidelines for Recommendation Reporting (G-RECO): a study protocol for developing reporting guidelines for disease prevention... by Wonyoung Jung, Sukhyun Ryu, So Yeon Ryu, Mina Ha, Bo Youl Choi, Soo Young Kim

“…Methods: The methodology of this study aligned with the EQUATOR Network standards. A multidisciplinary research committee was formed, comprising experts in various relevant fields. …”
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Reporting Guidelines for Community Outbreak Investigation Reporting (G-CORE): protocol for guideline development by Wonyoung Jung, Sukhyun Ryu, So Yeon Ryu, Mina Ha, Bo Youl Choi, Soo Young Kim

“…The process also involved project registration with the EQUATOR Network and collaboration with experts in various fields. …”
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Leaflet: Operative Steps for Interventional Studies in Neuroscience by Maria Meringolo, Sergio Delle Monache, Giuseppina Martella, Antonella Peppe

“…To achieve our objectives, we considered the official websites of regulatory authorities, the EQUATOR network, and recent publications in the field. …”
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Enhancing the reporting quality of rehabilitation interventions through an extension of the Template for Intervention Description and Replication (TIDieR): the TIDieR-Rehab checkli... by Nada Signal, Emeline Gomes, Sharon Olsen, Gemma Alder

“…The TIDieR-Rehab checklist, an extension of the original TIDieR, was developed to enhance the reporting of rehabilitation interventions.Objective This paper presents the TIDieR-Rehab checklist and supplementary manual.Methods In accordance with the Enhancing the Quality and Transparency of Health Research (EQUATOR) Network and other relevant guidelines, the TIDieR-Rehab checklist and supplementary manual were developed through a modified Delphi process with individuals with rehabilitation expertise and was guided by an interdisciplinary Steering Committee.Results The TIDieR-Rehab checklist and supplementary manual present seven original, three adapted and 12 new items to enhance the reporting of rehabilitation interventions. …”
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Protocol for the development of a reporting guideline for causal and counterfactual prediction models in biomedicine by Yi Guo, Hua Xu, Fei Wang, Jie Xu, Jiang Bian, Robert Lucero, Mattia Prosperi

“…This paper describes methods and processes that will be used to develop a Reporting Guideline for Causal and Counterfactual Prediction Models (PRECOG).Methods and analysis PRECOG will be developed following published guidance from the Enhancing the Quality and Transparency of Health Research (EQUATOR) network and will comprise five stages. Stage 1 will be meetings of a working group every other week with rotating external advisors (active until stage 5). …”
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The role of exercise-based prehabilitation in enhancing surgical outcomes for patients with digestive system cancers: a meta-analysis by Shasha Xu, Rong Yin, Haiou Zhu, Yin Gong, Jing Zhu, Changxian Li, Qin Xu

“…The Cochrane Collaboration tool was employed for evaluating the risk of bias in each study, and the PRISMA 2020 checklist provided by the EQUATOR network was utilized. Results Through quality analysis, 20 articles were included, involving 1719 patients. …”
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Case Reports: The core of practice-based evidence by Antonio Villa

“…It provides a 13-item checklist as a framework to publish case reports, by balancing adequate detail and concise writing that is one of the major characteristics of a case report (see more at: http://www.equator-network.org/reporting-guidelines/care/). According to the CARE guidelines checklist, a case report tells a story in a narrative format that includes the presenting concerns, clinical findings, diagnoses, interventions, outcomes (including adverse events), and follow-up. …”
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Application of Image Denoising Method Based on Two-Way Coupling Diffusion Equation in Public Security Forensics by Yiqun Wang, Changpeng He, Zhenjiang Li

“…Compared with the residual GAN, the two-way coupling diffusion equation network converges faster and the network performance is improved.…”
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IGDT-Based Robust Operation of Thermal and Electricity Energy-Based Microgrid with Distributed Sources, Storages, and Responsive Loads by Mehdi Sarlak, Abouzar Samimi, Mehdi Nikzad, Amir Hossein Salemi

“…It is constrained by the AC power flow equations, network operation constraints, and the operating model of these elements. …”
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Computational systems and network biology perspective: Understanding Klebsiella pneumoniae infection mechanisms by Maulida Mazaya, Novaria Sari Dewi Panjaitan, Anis Kamilah Hayati

“…We summarized ranges from basic methods including differential equations, network science analysis, and statistical insights into large processes, to intricate condition-specific genome-wide networks. …”
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