A Two-Stage Method for Screening Pulse RFI in SAR Raw Data Alternating the Use of Time and Frequency Domains by Tingting Wei, Xingwang Hu, Zhengwei Guo, Gaofeng Shu, Yabo Huang, Ning Li

“…Pulse RFI (PRFI) is a common form of RFI and often has time-varying characteristics, which will deteriorate the SAR images quality and hinder image interpretation. To effectively suppress the PRFI, the serial number of the pulses in SAR raw data containing PRFI need to be screened out with high precision. …”
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Rapid determination of the migration parameters of nuclides in intact granite rock under the action of electric field by Xinyu Wang, Xiaojie Li, Yongmei Li, Longcheng Liu, Shuo Meng, Chunguang Li, Zhenzhong Liu, Xiaodong Li, Kaixuan Tan

“…The breakthrough curves of I− and ReO4− were obtained under condition of five different voltages. To interpret the electromigration experimental results with more confidence, an advection-dispersion model based on first-order adsorption kinetics was developed in this study. …”
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The validity of the renal Doppler resistivity index in renal allograft infections by Moataz Fatthy, Karim M. Soliman, Éva Csongrádi, Abd El Rahman Marzouk, Ahmed Fathy, Ahmed Fayed

“…There was a statistically significant difference in RRI in those with allograft infections, with the ROC curve for detection of infection utilizing RRI demonstrated an Area Under Curve 0.634 (p-value 0.015; cutoff value: 0.765; CI:0.527–0.742), with a specificity of 64.4% and a sensitivity of 68.8%.Conclusion Normal renal graft arterial resistivity index values, despite a renal allograft dysfunction, may be indicative of allograft infection, guiding clinicians’ decisions regarding kidney biopsy and facilitating further biopsy interpretations.…”
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Enhancing Environmental Control in Broiler Production: Retrieval-Augmented Generation for Improved Decision-Making with Large Language Models by Marcus Vinicius Leite, Jair Minoro Abe, Marcos Leandro Hoffmann Souza, Irenilza de Alencar Nääs

“…Among the promising advances in artificial intelligence (AI), large language models (LLMs) hold potential to enhance decision-making in broiler production by supporting environmental control through the interpretation of climatic data, the generation of reports to optimize conditions, guidance on ventilation adjustments, recommendations for thermal management, assistance in air quality monitoring, and the translation of simulation results into actionable suggestions to improve bird welfare. …”
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Morphometric Investigation of a Species Complex in <i>Mimosa</i> Section <i>Batocaulon</i> Series <i>Cordistipulae</i> (Leguminosae, Caesalpinioideae) by Janaína G. A. Nascimento, Luciano P. Queiroz, Marlon C. Machado, Cássio van den Berg

“…The traditional morphometric approach was capable of objectively dealing with a type of variation that would be difficult to interpret by purely examining herbarium specimens.…”
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Test setup for analyzing the electrical resistance during fatigue loading for metastable austenite AISI 304L and its diffusion-brazed joints by Lukas M. Sauer, Johannes L. Otto, Jonas A. Ziman, Peter Starke, Frank Walther

“…However, ex-situ investigations may result in unintended influences, such as changes in contacting, and analyze only discrete states limiting the characterization possibilities and result interpretation. Accordingly, in-situ electrical resistance measurements were employed in this study to characterize the microstructural changes during fatigue with cyclic creeping. …”
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Targeted nanoliposomes for precision rheumatoid arthritis therapy: a review on mechanisms and in vivo potential by Rushikesh Girase, Nayan A. Gujarathi, Amey Sukhia, Sri Sai Nikitha Kota, Tulshidas S. Patil, Abhijeet A. Aher, Yogeeta O. Agrawal, Shreesh Ojha, Charu Sharma, Sameer N. Goyal

“…Targeted nanoliposomes showed potential in precisely delivering drugs to CD44, SR-A, FR-β, FLS, and toll-like receptors through the high affinity of ligands. In vitro studies interpreted stable release profiles and improved stability. …”
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Impact of nutritional screening on mortality and intensive care unit length of stay by Blanca Cecilia Díaz Chavarro, Blanca Cecilia Díaz Chavarro, Manuel Romero-Saldaña, Manuel Romero-Saldaña, Jorge Karim Assis Reveiz, Guillermo Molina-Recio, Guillermo Molina-Recio

“…This study aims to test the impact of the incorporation of nutritional screening and assessment on mortality and length of stay in patients hospitalized in an Intensive Care Unit in Cali, Colombia, during the years 2019 and 2021–2022.MethodsThis is a historical cohort epidemiological study where one cohort consisted of 114 patients who received a standard nutritional screening (interpretation of body mass index and its clinical impression). …”
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Gray matter volume and asymmetry in Broca's and Wernicke's area homologs in chimpanzees (Pan troglodytes) using a probabilistic region of interest approach by William D Hopkins, Muhammad A Spocter, Michele M Mulholland, Chet C Sherwood

“…Population-level asymmetries were found for BA44, BA45 and BA22 but there are some limitations in the interpretation of these findings. Lastly, using quantitative genetic analyses, we found significant heritability in the average gray matter volume for BA44 and BA45 but not BA22. …”
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Detection of seismic anisotropy and azimuthally varying resonances from seismic data recorded at the Noto Peninsula using seismic interferometry and empirical mode decomposition by Andrés Pech-Pérez

“…Deconvolution of seismic events recorded at the surface and at depth helps identify anisotropic layers. To interpret interferograms, the study utilizes a one-dimensional layered medium, empirical mode decomposition, and an orthorhombic model. …”
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Validation of Analytical Method for Aeromonas hydrophila Identification using Analytical Profile Index (API) 20E KIT Method by Diah Artati, Mohammad Oman, Supriyanto Supriyanto, Dede Sukarta, Adam Robisalmi

“…Method validation is one of the general requirements for the competence of a laboratory evaluation: to provide coherent, interpretable, and accurate results with known uncertainties. …”
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Gilles de la Tourette Syndrome: Clinical Features of 75 Cases from Argentina by F. Micheli, M. Gatto, O. Gershanik, A. Steinschnaider, M. Fernandez Pardal, M. Massaro

“…Almost half of our patients were initially interpreted as having a psychogenic disorder indicating that GTS in Argentina is most likely underdiagnosed. …”
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Complex Monitoring of Biochemical and Radionuclide Parameters in Patients with Metastatic Renal Cell Carcinoma during Immunotherapy by M. S. Sayapina, S. G. Averinova, T. V. Zacharova, A. V. Kashkadaeva, S. V. Shiryaev, M. V. Poluectova, O. A. Vorob’eva

“…The monitoring of the renal function and urodynamics by complex renal scintigraphy (CRS) was used for all patients using a dual-detector gamma camera and simultaneous data recording in 2 projections. The interpretation of CRS data used the original SENS CRS technology. …”
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Decoding brain tumor insights: Evaluating CAM variants with 3D U-Net for segmentation by Dian Nova Kusuma Hardani, Igi Ardiyanto, Hanung Adi Nugroho

“…Grad-CAM, in this case, provided the most reliable and detailed visual explanations, significantly enhancing model interpretability for clinical applications. This approach not only enhances the accuracy of brain tumor segmentation but also builds clinical trust by making model decisions more transparent and understandable. …”
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Correlation of Patient-Reported Outcome (PRO-2) with Endoscopic and Histological Features in Ulcerative Colitis and Crohn’s Disease Patients by Sanja Dragasevic, Aleksandra Sokic-Milutinovic, Milica Stojkovic Lalosevic, Tamara Milovanovic, Srdjan Djuranovic, Ivan Jovanovic, Sanja Rajic, Mirjana Stojkovic, Biljana Milicic, Stefan Kmezic, Branislav Oluic, Marko Aleksic, Aleksandra Pavlovic Markovic, Dragan Popovic

“…Patient-reported outcome showed inverse correlation with endoscopic and histological activity in Crohn’s disease (rs=−0.67; rs=−0.72), while positive correlation was found in ulcerative colitis (rs=0.84; rs=0.75). Interpretation and Conclusions. Patient-reported outcome is a practical and noninvasive tool for assessment of disease activity in ulcerative colitis patients but not in Crohn’s disease.…”
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Non-target effects of ten essential oils on the egg parasitoid Trichogramma evanescens by van Oudenhove, Louise, Cazier, Aurélie, Fillaud, Marine, Lavoir, Anne-Violette, Fatnassi, Hicham, Perez, Guy, Calcagno, Vincent

“…Specific experimental setups were developed, and data obtained from image analysis were interpreted with phenomenological models fitted with Bayesian inference. …”
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A systematic review of the utility of assistive technologies for SEND students in schools by Kaussar Mukhtarkyzy, Laura Smagulova, Ainur Tokzhigitova, Nurgul Serikbayeva, Olzhas Sayakov, Asset Turkmenbayev, Rakhila Assilbayeva

“…The findings stress the importance of a nuanced interpretation of evidence, considering the challenges posed by the limited number of eligible studies. …”
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Tripartite organization of brain state dynamics underlying spoken narrative comprehension by Lanfang Liu, Jiahao Jiang, Hehui Li, Guosheng Ding

“…Speech comprehension involves the dynamic interplay of multiple cognitive processes, from basic sound perception, to linguistic encoding, and finally to complex semantic-conceptual interpretations. How the brain handles the diverse streams of information processing remains poorly understood. …”
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Explainable AI-Enhanced Human Activity Recognition for Human–Robot Collaboration in Agriculture by Lefteris Benos, Dimitrios Tsaopoulos, Aristotelis C. Tagarakis, Dimitrios Kateris, Patrizia Busato, Dionysis Bochtis

“…To fill this gap, this study integrates explainable artificial intelligence, specifically SHapley Additive exPlanations (SHAP), thus enhancing the interpretability of the model. Data were collected from 20 participants who wore five inertial measurement units (IMUs) at various body positions while performing material handling tasks involving an unmanned ground vehicle in a field collaborative harvesting scenario. …”
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A 20 m spatial resolution peatland extent map of Alaska by Mark J. Lara, Roger Michaelides, Duncan Anderson, Wenqu Chen, Emma C. Hall, Caroline Ludden, Aiden I. G. Schore, Umakant Mishra, Sarah N. Scott

“…Here we develop a new 20 m spatial resolution wall-to-wall ~1.5 million km2 peatland map of Alaska, using peat cores, ground observations, and sub-meter resolution image interpretation. Ground-data were used to train machine learning classifiers to detect peatlands using a fusion of Sentinel-1 (Dual-polarized Synthetic Aperture Radar), Sentinel-2 (Multi-Spectral Imager), and derivatives from the Arctic Digital Elevation Model (ArcticDEM), that were spatially constrained by a peatland suitability model. …”
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