DentoMorph-LDMs: diffusion models based on novel adaptive 8-connected gum tissue and deciduous teeth loss for dental image augmentation by Hanaa Salem Marie, Mostafa Elbaz, Riham sobhy Soliman, Amira Abdelhafeez elkhatib

“…We developed two novel biologically-inspired loss functions integrated within LDMs specifically designed for pediatric dental imaging: Gum-Adaptive Pixel Imputation (GAPI) utilizing adaptive 8-connected pixel neighborhoods that mimic pediatric gum tissue adaptive behavior, and Deciduous Transition-Based Reconstruction (DTBR) incorporating developmental stage awareness based on primary teeth transition patterns observed in children aged 2–12 years. …”
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Integrating Gut Microbiome and Metabolomics with Magnetic Resonance Enterography to Advance Bowel Damage Prediction in Crohn’s Disease by Huang L, Meng J, Lin S, Peng Z, Zhang R, Shen X, Zheng W, Zheng Q, Wu L, Wang X, Wang Y, Mao R, Sun C, Li X, Feng ST

“…In this study, we aimed to develop a more accurate method for predicting bowel damage. …”
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Scientific geovisualization of the dynamics of Sargassum dispersion and landfall in the Caribbean, based on satellite imagery and numerical forecasts. by Francisco Javier Osorno-Covarrubias, Jorge Prado Molina, Gabriela Gómez-Rodríguez, Uriel Mendoza, Stéphane Couturier

“…In this study, we present the interactive geovisualization and discuss its potential for improving the scientific understanding of Sargassum dispersal and landfall patterns, as well as its potential for the implementation of coastal management policies. …”
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High spatial resolution crop type and land use land cover classification without labels: A framework using multi-temporal PlanetScope images and variational Bayesian Gaussian mixtu... by Minh Tri Le, Khuong H. Tran, Phuong D. Dao, Hesham El-Askary, Tuyen V. Ha, Taejin Park

“…Besides, the entropy comparison showed that our framework-based maps were better at capturing fine-scale features such as developed areas within cities that commonly mix with open space and vegetation, deforestation and cropland conversion in South America, smallholder croplands in Africa and Asia, and generating homogeneous crop fields in North America. …”
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LiDAR-based individual tree AGB modeling of Pinus kesiya var. langbianensis by incorporating spatial structure by Zhi Liu, Xiaoli Zhang, Yong Wu, Yuansu Xu, Zhengying Cao, Zhibo Yu, Zihang Feng, Hongbin Luo, Chi Lu, Weibin Wang, Guanglong Ou

“…The results showed that AGB models can be effectively constructed based on canopy features alone, even without the inclusion of DBH. …”
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PROGNOSTIC SIGNIFICANCE OF nm23 PROTEIN IN THE TUMORS OF PATIENTS WITH COLORECTAL CANCER by D. A. Golovkov, I. P. Moshurov, V. V. Delektorskaya, D. V. Sukhoverkov, M. B. Bykovtsev, R. I. Moshurov, L. O. Petrov

“…In nmtastasis of CRC the main patterns of expression of a marker characteristic of the corresponding primary tumors was preserved. …”
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Broadband millimeter-wave metasurface antenna array with printed ridge gap waveguide for high front-to-back ratio by Hao Yi, Yajie Mu, Jiaqi Han, Long Li

“…All the achieved features indicate that the proposed MTS antenna is an important candidate for B5G and 6G wireless communication.…”
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Diagnosing urban traffic anomalies by integrating geographic knowledge and tensor theory by Zilong Zhao, Luliang Tang, Chang Ren, Xue Yang, Zihan Kan, Qingquan Li

“…In this study, we integrate geographic methods with high-dimensional tensor theory and develop a comprehensive framework for traffic anomaly diagnosis. …”
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RNA modification gene WDR4 facilitates tumor progression and immunotherapy resistance in breast cancer by Yongzhou Luo, Wenwen Tian, Da Kang, Linyu Wu, Hailin Tang, Sifen Wang, Chao Zhang, Yi Xie, Yue Zhang, Jindong Xie, Xinpei Deng, Hao Zou, Hao Wu, Huan Lin, Weidong Wei

“…Methods: Genes related to thirteen RNA modification patterns were integrated for establishing a nine-gene-containing signature-RMscore. …”
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Diagnosis and management of endometrial hyperplasia: A UK national audit of adherence to national guidance 2012-2020. by Ian Henderson, Naomi Black, Hajra Khattak, UKARCOG Working Group Authors, Janesh K Gupta, Michael P Rimmer

“…We aimed to describe the care of patients with EH; to compare the patterns of care for those with EH with national guidance to identify opportunities for quality improvement; and to compare patterns of care prior to and following the introduction of national guidance to understand its impact.…”
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Representation Learning of Multi-Spectral Earth Observation Time Series and Evaluation for Crop Type Classification by Andrea González-Ramírez, Clement Atzberger, Deni Torres-Roman, Josué López

“…Importantly, the developed approach remains flexible with respect to the availability of clear temporal observations. …”
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Toward precision oncology in LUAD: a prognostic model using single-cell sequencing and WGCNA based on a disulfidptosis relative gene signature by Panpan Li, Han Zhang, Limin Sun, Xiaojuan Wu

“…Immune response characteristics and functional enrichment patterns were further evaluated in these cohorts.ResultsOur study delved into disulfidptosis in LUAD through a series of analyses: scRNA-seq data processing, WGCNA analysis, construction of a prognostic model, evaluation of clinical features and risk, enrichment analysis, mutation landscape assessment, and examination of the tumor microenvironment. …”
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Immune intrinsic escape signature stratifies prognosis, characterizes the tumor immune microenvironment, and identifies tumorigenic PPP1R8 in glioblastoma multiforme patients by Ran Du, Lijun Jing, Denggang Fu

“…Immune cell infiltration analysis revealed distinct patterns in high- and low-risk groups, with the high-risk group showing a more aggressive and immunosuppressive tumor microenvironment. …”
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Data Dashboard Acceptability, Use, and Perceived Effectiveness in Disseminating Local Overdose Data and Resources in a Rural New York State County: A Cross-Sectional Study by Zhongxuan He, Monika Salvage, Corinna A Noel

“…The 10-minute survey assessed usage patterns and motivations to access the dashboard as well as the dashboard’s ease of use, most valued design features, and overall perceived effectiveness in communicating information on overdoses and local resources. …”
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Сhild-parent relationship as a predictor of youth’s financial activity by N. E. Zhdanova, I. V. Vorobeva, M. S. Krivoshchekova, S. I. Velkova

“…The study of financial behaviour and human activity in relation to the management of material resources seems relevant both from the point of view of identifying potential risks of deviant behaviour patterns in this area, and identifying training opportunities for effective management of their own financial resources. …”
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Modify a dual ridge horn antenna for drone jamming applications by Alaa Hussein Hilal, Ahmed Hameed Reja, Mohammed J. Mohammed

“…Handheld anti-drone jammer antennas require high-gain directivity beam patterns with narrow half-power beam widths (HPBW) while also covering multiple frequency bands that are used by drones. …”
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METAMORPHIC CORE COMPLEXES OF THE TRANSBAIKALIA: REVIEW by Anatoly M. Mazukabzov, Eugene V. Sklyarov, Tatiana V. Donskaya, Dmitry P. Gladkochub, Valentin S. Fedorovsky

“…Metamorphic core complexes (hereafter MCC) revealed in the Transbaikalia have similar features of their patterns. Three levels can be distinguished by structural­material indicators: core, zone of mylonites (dynamically metamorphosed rocks) and overlying formations. …”
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Eye Movement Indicator Difference Based on Binocular Color Fusion and Rivalry by Xinni Zhang, Mengshi Dai, Feiyan Cheng, Lijun Yun, Zaiqing Chen

“…This finding provides empirical support for understanding the neural computational models of binocular vision and lays a methodological foundation for developing visual impairment assessment tools based on eye movement features.…”
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A Spatial Analysis of Atmospheric Ammonia and Ammonium in the U.K. by M.A. Sutton, Y.S. Tang, U. Dragosits, N. Fournier, A.J. Dore, R.I. Smith, K. J. Weston, D. Fowler

“…The combination of model and measurements is applied to estimate spatial patterns of dry deposition to different vegetation types. …”
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Nanoscale investigations of complex microbial interactions with terrestrial and extraterrestrial minerals using STEM based approach: implications for life on Earth and beyond by Tetyana Milojevic, Mihaela Albu, Ilse Letofsky-Papst, Artem Mashchenko

“…By means of STEM based nanoscale resolution ultrastructural studies coupled to energy dispersive spectroscopy (EDS) and electron energy loss spectroscopy (EELS), we have investigated remarkable metal redox events and unique ultrastructural features of the mineral-microbial interfaces with regard to the mechanisms of mineral biotransformation mediated by various chemolithoautotrophs; the subcellular localization of metal incorporation and binding sites; the chemical nature of the metal complexes formed at the microbe-mineral interfaces; and biomineral patterns formed during the biotransformation of terrestrial minerals and astromaterials. …”
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