Trauma, firearms, and pregnancy: Beyond the cushion by Flora S. Park, BA, Jeffry Nahmias, MD, MHPE, Jordan Shin, BA, Ji Young Li, BA, Cristobal Barrios, MD, Sebastian Schubl, MD, Areg Grigorian, MD

“…This study aimed to understand how injury patterns and clinical outcomes differ between pregnant trauma patients (PTPs) and their non-pregnant counterparts presenting after penetrating trauma, hypothesizing that PTPs have a lower mortality risk and incur less severe abdominal injuries due to the proposed cushion effect. …”
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CIAO: A machine-learning algorithm for mapping Arctic Ocean Chlorophyll-a from space by Maria Laura Zoffoli, Vittorio Brando, Gianluca Volpe, Luis González Vilas, Bede Ffinian Rowe Davies, Robert Frouin, Jaime Pitarch, Simon Oiry, Jing Tan, Simone Colella, Christian Marchese

“…Furthermore, CIAO produced consistent spatial patterns without artifacts and provided more reliable Chl-a estimates in coastal waters, where other algorithms tend to overestimate. …”
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Role of strike-slips and graben-rifts in controlling oil and gas reservoirs in deep horizons of the Russko-Chaselsky Ridge (West Siberian Province) by D. D. Sekerina, M. M. Saitgaleev, N. P. Senchina, V. V. Glazunov, D. F. Kalinin, M. P. Kozlov, E. I. Ismagilova

“…Within the Russko-Chaselsky Ridge, patterns were identified in the manifestation of strike-slips and graben-rifts systems caused by the tectonic activity of the regional Pai-Khoi–Altai shear. …”
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VGGBM-Net: A Novel Pixel-Based Transfer Features Engineering for Automated Coffee Bean Diseases Classification by Muhammad Shadab Alam Hashmi, Azam Mehmood Qadri, Ali Raza, Saleem Ullah, Aseel Smerat, Changgyun Kim, Muhammad Syafrudin, Norma Latif Fitriyani

“…This transformation improves feature extraction by capturing more discriminative patterns, leading to superior performance compared to conventional methods. …”
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BASS - Biodiversity Assessments at Small Scales by Fernando Ascensão, Pedro Cardoso, Rui Rebelo, Mário Boieiro, Alice Nunes, Sergio Chozas, Inês do Rosário, Adriana Príncipe, Cristina Máguas, Cristina Branquinho, Paulo Borges

“…The project BASS - Biodiversity Assessment at Small Scales - aims to explore the intricate relationships between small-scale environmental variations in space and time and biodiversity patterns. Central to our study is researching how microclimatic conditions, such as potential solar radiation, influence species occurrence, abundance, community composition and biotic interactions within a Mediterranean context. …”
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Effects of Microtopography on Neighborhood Diversity and Competition in Subtropical Forests by Jianing Xu, Haonan Zhang, Yajun Qiao, Huanhuan Yuan, Wanggu Xu, Xin Xia

“…Parameter estimation and mixed-effects models were employed to examine how microtopography influences plant spatial patterns, growth, and competitive dynamics across various life stages. …”
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Multi-modal remote sensory learning for multi-objects over autonomous devices by Aysha Naseer, Naif Almudawi, Hanan Aljuaid, Abdulwahab Alazeb, Yahay AlQahtani, Asaad Algarni, Ahmad Jalal, Ahmad Jalal, Hui Liu, Hui Liu, Hui Liu

“…During the labeling step, the use of MRF guarantees precise spatial contextual modeling, which improves comprehension of intricate interactions between nearby aerial objects. …”
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Superparamagnetic Micelles for the Magnetic Hyperthermia Against Glioblastoma: A Multiphysics Approach for Personalized Treatment Planning by Matteo Bruno Lodi, Eleonora Matilde Angela Corda, Wirat Assawapanumat, Gian Luca Chabert, Francesco Desogus, Luca Saba, Andrea Perra, Norased Nasongkla, Alessandro Fanti, Giuseppe Mazzarella

“…The model accounts for the convection-enhanced delivery (CED) computing the SPIO-micelles concentration patterns, coupling the mass transport to the RF problem, assuming a frequency- and spatial-dependent magnetic susceptibility. …”
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Effectiveness and driving mechanisms of ecological conservation and restoration in Sichuan Province, China by Wei Li, Xi Chen, Jianghua Zheng, Feifei Zhang, Yang Yan, Wenyue Hai, Juan Yang, Chuqiao Han, Liang Liu

“…The transitions from cropland to forests and waters contributed 42.953 and 7.371 billion yuan, respectively. The spatial patterns of carbon storage (CS), soil retention (SR), and water yield (WY) were more aligned with the area distribution of ecological restoration regions (ERRs). …”
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Potential distribution and future shifts of invasive alien plants in China under climate change by Wenjing Ren, Jie Peng, Nawal Shrestha, Zhenghan Bian, Yingbo Yang, Jianquan Liu, Xiang Liu, Pan Huang, Jihua Wu

“…Understanding and predicting the distribution patterns of various invasive alien plants (IAPs) under future climatic conditions are essential to develop sustainable strategies for ecosystem and biodiversity conservation. …”
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A new high-resolution multi-drought-index dataset for mainland China by Q. Zhang, C. Miao, J. Su, J. Gou, J. Hu, X. Zhao, Y. Xu

“…This study is dedicated to creating CHM_Drought, an innovative and comprehensive long-term meteorological drought dataset with a spatial resolution of 0.1° and with data collected from 1961 to 2022 in mainland China. …”
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Internal Target Volume Estimation for Liver Cancer Radiation Therapy Using an Ultra Quality 4-Dimensional Magnetic Resonance Imaging by Yen-Peng Liao, Ph.D., Haonan Xiao, Ph.D., Peilin Wang, M.Sc., Tian Li, Ph.D., Todd A. Aguilera, M.D., Ph.D., Justin D. Visak, Ph.D., Andrew R. Godley, Ph.D., You Zhang, Ph.D., Jing Cai, Ph.D., Jie Deng, Ph.D.

“…Methods and Materials: The UQ 4D-MRI technique maps motion information from a low spatial resolution dynamic volumetric MRI onto a high-resolution 3-dimensional MRI used for radiation treatment planning. …”
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Multi-view fusion of diffusion MRI microstructural models: a preterm birth study by Rosella Trò, Monica Roascio, Domenico Tortora, Mariasavina Severino, Andrea Rossi, Andrea Rossi, Eleftherios Garyfallidis, Gabriele Arnulfo, Gabriele Arnulfo, Marco Massimo Fato, Shreyas Fadnavis

“…Furthermore, we investigated discriminative patterns of preterm birth using multiple analysis methods, drawn from two only seemingly divergent modeling goals, namely inference and prediction. …”
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Multimodal sleep staging network based on obstructive sleep apnea by Jingxin Fan, Jingxin Fan, Jingxin Fan, Mingfu Zhao, Li Huang, Li Huang, Bin Tang, Bin Tang, Lurui Wang, Zhong He, Zhong He, Xiaoling Peng

“…The Multi-Scale Feature Extraction Module (MFEM) employs convolutional layers with varying dilation rates to capture spatial patterns from fine to coarse granularity. …”
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Surface oxygen concentration differs between dry and ice-snow melting bare lands on the Tibetan Plateau by Wei Jia, Yujun Ma, Peijun Shi, Jing’ai Wang, Dong Liu, Haoze Yang, Sifa Shu, Songcairen Ga, Jiani Wu

“…Understanding the impacts of elevation, temperature, and precipitation on oxygen concentration patterns in various bare lands is essential for enhancing resilience against hypoxia and promoting sustainable development in high elevation regions. …”
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Watching live performances enhances subjective and physiological emotional responses compared to viewing the same performance on screen by Damien Gabriel, Julie Devos, Sandrine Chapuis, Alexandre Comte, Pierre-Edouard Billot

“…Both formats were viewed under identical spatial conditions, with the screen positioned where the live performance took place. …”
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Statistical and probabilistic modeling of groundwater contamination: A data-driven uncertainty and risk assessment in Barind Tract, Rajshahi, Bangladesh by Mir Md Tasnim Alam, Md Opu Sarker, Mahfuzur Rahman, Nazmus Sakib, Mahir Tajwar, Md Yousuf Gazi, Shamiha Shafinaz Shreya, Saika Islam Meim, Anwar Zahid

“…Introduction: Groundwater contamination by potentially toxic elements (PTEs) poses serious health risks in Bangladesh, yet limited studies have addressed their seasonal and spatial variability. In the Barind Tract, Rajshahi, groundwater is a critical resource for drinking and irrigation, emphasizing the need for a comprehensive evaluation of contamination patterns and health implications. …”
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Machine learning-based source apportionment and source-oriented probabilistic ecological risk assessment of heavy metals in urban green spaces by Jun Li, Jia-Yi Lu, Xin-Ying Tuo, Chao Wang, Jun-Zhuo Liu, Zhan-Dong Gao, Cun-Hao Yu, Fei Zang

“…Elevated concentrations, particularly of Zn, Cd, Pb, and Hg, displayed distinct spatial patterns linked to industrial activities and urban development. …”
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Chaperonin containing TCP1 subunit 5 as a novel pan-cancer prognostic biomarker for tumor stemness and immunotherapy response: insights from multi-omics data, integrated machine le... by Jiajun Li, Nuo Xu, Leyin Hu, Jiayue Xu, Yifan Huang, Deqi Wang, Feng Chen, Yi Wang, Jiani Jiang, Yanggang Hong, Huajun Ye

“…Methods We performed a comprehensive multi-omics pan-cancer analysis of CCT5 across 33 cancer types, integrating bulk RNA-seq, single-cell RNA-seq (scRNA-seq), and spatial transcriptomics data. CCT5 expression patterns, prognostic relevance, stemness association, and immune microenvironment relationships were evaluated. …”
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Antibody Preparation, Protein Expression, and Function Analysis of Cyp19a1b in Ovarian Differentiation in a Natural Triploid Teleost Qi River Crucian Carp (<i>Carassius auratus</i>... by Yongjing Li, Yujiao Jin, Limin Wu, Xuejun Li

“…In our previous study, we cloned the full length of the <i>cyp19a1b</i> gene from a natural triploid teleost Qi River crucian carp (<i>Carassius auratus</i>), andthe spatial and temporal expression patterns of <i>cyp19a1b</i> mRNA were detected. …”
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