A Hierarchical Framework for Selecting Reference Measures for the Analytical Validation of Sensor-Based Digital Health Technologies by Jessie P Bakker, Samantha J McClenahan, Piper Fromy, Simon Turner, Barry T Peterson, Benjamin Vandendriessche, Jennifer C Goldsack

“…However, the quality of the evidence reported for analytical validation of sDHTs—evaluation of algorithms converting sample-level sensor data into a measure that is clinically interpretable—is inconsistent and too often insufficient to support a particular digital measure as fit-for-purpose. …”
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Deep Learning for Spectroscopic X‐ray Nano‐Imaging Denoising by Tianyu Fu, Kai Zhang, Qingxi Yuan, Jizhou Li, Piero Pianetta, Yijin Liu

“…Through this advancement, the potential of the approach for improving the accuracy and interpretability of the TXM‐XANES data is demonstrated, thereby enabling more precise detection of nanoscale phenomena such as inhomogeneous cation redox and metal segregation in battery cathode materials. …”
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Exploring Critical Factors Affecting Contractors’ Coopetition Relationship in International Construction Projects by Lili Gao, Xiaopeng Deng, Weimin Yang, Tengyuan Chang

“…As a result, nine underlying factors, including six internal factors and three external factors, were extracted and interpreted. The findings can help international contractors to understand more accurately how the coopetition relationship between contractors is affected and can provide a basis for follow-up research on how to evaluate the coopetition status of contractors and the coopetition strategies adopted in ICPs.…”
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Shared Bacterial and Viral Respiratory Agents in Bighorn Sheep (Ovis canadensis), Domestic Sheep (Ovis aries), and Goats (Capra hircus) in Montana by David S. Miller, Glen C. Weiser, Keith Aune, Brent Roeder, Mark Atkinson, Neil Anderson, Thomas J. Roffe, Kim A. Keating, Phillip L. Chapman, Cleon Kimberling, Jack Rhyan, P. Ryan Clarke

“…This cross-sectional study compares the infectious agents present in multiple populations of bighorn sheep near to and distant from their interface with domestic sheep (O. aries) and domestic goat (Capra hircus) and provides critical baseline information needed for interpretations of cross-species transmission risks. Bighorn sheep and livestock shared exposure to Pasteurellaceae, viral, and endoparasite agents. …”
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The influence of the ability to understand mathematics concepts based on van hiele's level of thinking on the learning outcomes of mathematics education students by Nofyta Arlianti, Kamid Kamid, Jefri Marzal, Muhammad Haris Effendi Hasibuan

“…The results of the calculations carried out obtained the calculated r value = 0.5 46 and r table = 0.444, apparently r count > r table , then it can be concluded that H 1 accepted , so it can be concluded that there is a significant relationship between learning interactions and results learn mathematics with interpretation Enough. Coefficient of determination (r)2 = 0.2981 . …”
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A Rare Case of Erdheim-Chester Disease (Non-Langerhans Cell Histiocytosis) with Concurrent Langerhans Cell Histiocytosis: A Diagnostic and Therapeutic Challenge by Hamza Hashmi, Drew Murray, John Greenwell, Marwan Shaikh, Soumit Basu, Maxwell Krem

“…Diagnosis is based on the pathologic evaluation of involved tissue interpreted within the clinical context. Patients who have the BRAF V600E mutation are treated first line with vemurafenib. …”
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Creutzfeldt-Jakob Disease Presenting as Nonconvulsive Status Epilepticus by Aleksei Rakitin, Riina Vibo, Vaiko Veikat, Anne Õunapuu, Aive Liigant, Sulev Haldre

“…This similarity could create difficulties in EEG interpretation, especially if the patient presents with disturbed consciousness. …”
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Beyond Hormone Receptors: liquid biopsy tools to unveil new clinical meanings and empower therapeutic decision-making in Luminal-like metastatic breast cancer by Brenno Pastò, Riccardo Vida, Arianna Dri, Lorenzo Foffano, Serena Della Rossa, Lorenzo Gerratana, Fabio Puglisi

“…However, IHC analyses necessitate invasive procedures and may encounter technical and interpretational challenges. In the current era of precision medicine, liquid biopsy holds potential to provide clinicians with additional insights into disease biology, including mechanisms underlying endocrine resistance and disease progression. …”
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Chapter F of the International Code of Nomenclature for algae, fungi, and plants as approved by the 11th International Mycological Congress, San Juan, Puerto Rico, July 2018 by Tom W. May, Scott A. Redhead, Konstanze Bensch, David L. Hawksworth, James Lendemer, Lorenzo Lombard, Nicholas J. Turland

“…Examples have been added to aid the interpretation of new Articles and Recommendations, and Examples have also been added to the existing Art. …”
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Mathematical analysis of a model for glucose regulation by Kimberly Fessel, Jeffrey B. Gaither, Julie K. Bower, Trudy Gaillard, Kwame Osei, Grzegorz A. Rempała

“…Developed by Bergman, Cobelli, and colleagues over three decades ago [7,8], this system of coupled ordinary differential equations prevails as an important tool for interpreting data collected during an intravenous glucose tolerance test (IVGTT). …”
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DeepGame-TP: Integrating Dynamic Game Theory and Deep Learning for Trajectory Planning by Giovanni Lucente, Mikkel Skov Maarssoe, Sanath Himasekhar Konthala, Anas Abulehia, Reza Dariani, Julian Schindler

“…The need for flexibility, transparency, interpretability and predictability poses challenges in deploying data-driven approaches in this safety-critical application. …”
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Pulmonary Vein Stenosis Mimicking Nonspecific Interstitial Pneumonia by Karthika R. Linga, Andras Khoor, Jonathan A. Phelan, Isabel Mira-Avendano

“…After an initial diagnosis of pneumonia and its nonimprovement with antibiotics, a surgical lung biopsy was done and interpreted as nonspecific interstitial pneumonia (NSIP) with vascular changes consistent with pulmonary arterial hypertension. …”
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Lymphomatoid granulomatosis. Case Presentation by Marisela García de la Torre, Yanelka Bouza Jiménez, Stephany Milagros Acosta País, Maribel Misa Menéndez

“…Treatment with antibiotic was started, but erythe-matopapular lesions appeared on the trunk and extremities that were interpreted as a medication adverse reaction. He started with a maintained fever of 38 0C, malaise, weight loss, hepatomegaly and small non-painful adenopathies in the inguinal and axillary regions, so he was admitted on January 14, 2018 at the Gustavo Aldereguía Lima Hospital in Cienfuegos and was treated with antibiotic before a hematological profile which indicated associated sepsis. …”
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Conceptual Framework and Designing for a Seafarers’ Health Observatory (SHO) Based on the Centro Internazionale Radio Medico (C.I.R.M.) Data Repository by Gopi Battineni, Getu Gamo Sagaro, Nalini Chintalapudi, Francesco Amenta

“…Health observatory (HO) models are helpful in gathering, analyzing, interpreting, and circulating reliable and quality information on population health and health service delivery. …”
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Mathematical Modeling of Properties and Structures of Crystals: From Quantum Approach to Machine Learning by Grzegorz Matyszczak, Christopher Jasiak, Gabriela Rusinkiewicz, Kinga Domian, Michał Brzozowski, Krzysztof Krawczyk

“…They may be used for the interpretation of experimental data and, as well, for predictions of properties of novel, unknown compounds (i.e., the design of novel compounds for practical applications such as photovoltaics, catalysis, electronic devices, etc.). …”
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Causation, trait correlation, and translation: Developmental brain imaging in research on neuropsychiatric conditions of childhood by John N. Constantino, Anna M. Constantino-Pettit

“…We organize our remarks according to three contemporary paradoxes: (1) the contrasting implications of neural correlates of development that reflect causes versus effects (or epiphenomena) of behavioral atypicality; (2) the interpretation of transient deviations in brain development that are associated with enduring developmental traits; and (3) the intensifying pursuit of discovery of neural correlates of behavior in an era of still-limited capacity to manipulate the course of early brain and behavioral development. …”
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Feature engineering descriptors, transforms, and machine learning for grain boundaries and variable-sized atom clusters by C. Braxton Owens, Nithin Mathew, Tyce W. Olaveson, Jacob P. Tavenner, Edward M. Kober, Garritt J. Tucker, Gus L. W. Hart, Eric R. Homer

“…Additionally, we assess how different engineered features support interpretability, offering insights into the physics of the structure-property relationships.…”
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Landslides induced by the 2023 Jishishan Ms6.2 earthquake (NW China): spatial distribution characteristics and implication for the seismogenic fault by Yuandong Huang, Chong Xu, Xiangli He, Jia Cheng, Xiwei Xu, Yingying Tian

“…Abstract This study provides a detailed interpretation of 2643 landslides triggered by the 2023 Ms6.0 Jishishan earthquake using remote sensing imagery and GIS analysis. …”
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Sound Velocities of the Hydrous Iron‐Rich HH1‐Phase: Implications for Lower Mantle Seismic Heterogeneities by Lu Liu, Alfred Q. R. Baron, Eiji Ohtani, Hiroshi Fukui, Daijo Ikuta, Daisuke Ishikawa, Li Zhang

“…This suggests formation of seismic scatterers in the mid‐lower mantle exhibiting high VS anomalies may be related to the heterogeneous distribution of water. Moreover, the interpretation of a large VP/VS ratio as indicating the presence of water in the upper mantle and crust may not be applicable for detecting water in the lower mantle.…”
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Analysis of the Physical Behavior of the Periodic Mixed-Convection Flow around a Nonconducting Horizontal Circular Cylinder Embedded in a Porous Medium by Muhammad Ashraf, Zia Ullah, Saqib Zia, Sayer O. Alharbi, Dumitru Baleanu, Ilyas Khan

“…The impact of emerging parameters such as porous medium parameter Ω, Richardson number λ, magnetic force parameter ξ, and Prandtl number Pr on skin friction, heat transfer, and current density is interpreted graphically. It is demonstrated that accurate numerical results can be obtained by the present method by treating nonoscillating and oscillating parts of coupled partial differential equations simultaneously. …”
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