Deep learning system for the auxiliary diagnosis of thyroid eye disease: evaluation of ocular inflammation, eyelid retraction, and eye movement disorder by Yu Han, Jun Xie, Xiaoyu Li, Xinying Xu, Bin Sun, Han Liu, Chunfang Yan

“…Segmenting and classifying images of structures affected by ocular inflammation can effectively exclude interfering features. …”
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Needs of the network: a qualitative study of the needs of family members, partners and close friends of people with a severe mental illness (SMI) by Gwen van Husen, Thijs J. Burger, Mariken B. de Koning, Matty A.S. de Wit, Menno W. Segeren, Aartjan T.F. Beekman

“…This study underscores the importance of mental healthcare and support services in structurally extending its attention to social network members of people with an SMI. …”
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Le risque d’irradiation des patients exposés aux examens de tomographie volumique a faisceau conique (Cône Beam) : actualité dosimétrique [The radiation risk for patients exposed t... by Abdelkader Rezoug

“…Elle permet d'obtenir une image précise des détails multiplanaires des structures osseuses maxillofaciales et des tissus mous environnants. …”
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Mitigating Polarization Leakage in Gas Pixel Detectors through Hybrid Machine Learning and Analytic Event Reconstruction by Nicoló Cibrario, Michela Negro, Raffaella Bonino, Nikita Moriakov, Luca Baldini, Niccoló Di Lalla, Alessandro Di Marco, Sergio Fabiani, Andrea Frassá, Alessio Gorgi, Fabio La Monaca, Luca Latronico, Simone Maldera, Alberto Manfreda, Fabio Muleri, Nicola Omodei, John Rankin, Carmelo Sgró, Stefano Silvestri, Paolo Soffitta, Stefano Tugliani

“…This work presents the first application of this hybrid method to experimental data, including both calibration lab measurements and IXPE observational data. …”
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Massive Intra-Abdominal Imatinib-Resistant Gastrointestinal Stromal Tumor in a 21-Year-Old Male by Ann Falor, Amanda K. Arrington, Carrie Luu, Hans F. Schoellhammer, Michelle Ko, Warren Chow, Massimo D'Apuzzo, Jinha Park, Joseph Kim

“…Unfortunately, the GIST increased in size, and a subsequent attempt at surgical resection was aborted fearing infiltration of major vascular structures. The patient was then referred to our institution, at which time imatinib therapy was discontinued. …”
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Automated chick gender determination using optical coherence tomography and deep learning by Jadsada Saetiew, Papawit Nongkhunsan, Jiraporn Saenjae, Rapeephat Yodsungnoen, Amonrat Molee, Sirichok Jungthawan, Ittipon Fongkaew, Panomsak Meemon

“…Unlike conventional imaging techniques, OCT provides micrometer-scale visualization of cloacal structures, allowing precise differentiation between male and female chicks based on internal anatomical markers. …”
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Clinical Guide Adaptation for Amalgam Waste Management in Dental Settings in Iran by Mahsa Eshrati, Fatemeh Momeniha, Nafiseh Momeni, Elham Ahmadi, Atieh Hashemian, Homa Kashani, Mojgan Alaeddini

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Efficiency- and lifetime-limiting effects of commercially available UVC LEDs: a review by Grigory Onushkin, Jan Ruschel, Francesco Piva, Matteo Buffolo, Jens Rass, Lynn Davis, Nicola Trivellin, Carlo De Santi, Willem van Driel, Matteo Meneghini

“…Moreover, also package-related degradation processes are investigated, which stand-out due to the peculiar structures and materials required to sustain both high-energy UV photons and high localized self-heating, while maximizing the optical efficiency of the LEDs. …”
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Intermediate-mass-ratio Inspirals with General Dynamical Friction in Dark Matter Minispikes by Yu-Chen Zhou, Hong-Bo Jin, Cong-Feng Qiao, Yue-Liang Wu

“…The dynamical friction from these DM minispike structures can affect the dynamics and the gravitational-wave (GW) emission of the IMRIs. …”
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Three New Depsipeptides, Homiamides A–C, Isolated from <i>Streptomyces</i> sp., ROA-065 by Jeong-Hyeon Kim, Ji Young Lee, Juri Lee, Prima F. Hillman, Jihye Lee, Byeongchan Choi, Man-Jeong Paik, Songyi Lee, Sang-Jip Nam

“…., ROA-065. The planar structures of homiamides A–C (<b>1</b>–<b>3</b>) were elucidated using mass spectrometry (MS) and nuclear magnetic resonance (NMR) spectroscopic data. …”
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Understanding Gender-Specific Daily Care Preferences: Topic Modeling Study by Kyungmi Woo, Se Hee Min, Aeri Kim, Subin Choi, Gregory L Alexander, Terrence O’Malley, Maria D Moen, Maxim Topaz

“…MethodsThis study used 4350 deidentified, unstructured textual data from MyDirectives (MyDirectives, Inc), an interactive online platform. …”
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Language task-based fMRI analysis using machine learning and deep learning by Elaine Kuan, Elaine Kuan, Elaine Kuan, Viktor Vegh, Viktor Vegh, Viktor Vegh, John Phamnguyen, John Phamnguyen, John Phamnguyen, Kieran O’Brien, Amanda Hammond, David Reutens, David Reutens, David Reutens, David Reutens

“…A potential application of these methods is the identification of language activation from unstructured paradigms.…”
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Crosstalk with infant-derived Th17 cells, as well as exposure to IL-22 promotes maturation of intestinal epithelial cells in an enteroid model by Zohreh Sharafian, Zohreh Sharafian, Paula T. Littlejohn, Paula T. Littlejohn, Paula T. Littlejohn, Christina Michalski, Christina Michalski, James A. Sousa, James A. Sousa, Janelle Cheung, Mariana Hill, Mariana Hill, Hannah Piper, Kevan Jacobson, Kevan Jacobson, Pascal M. Lavoie, Pascal M. Lavoie, Joannie M. Allaire, Bruce A. Vallance, Bruce A. Vallance

“…These three-dimensional structures closely mimic their tissue of origin, including cellular physiology and genetics. …”
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Syn-to post-orogenic mineralization in the Shuangkoushan Au–Ag–Pb deposit, North Qaidam: insights from H–O–S isotopes and U–Pb geochronology by Junzhen Yu, Junzhen Yu, Dexian Li, Dexian Li, Youye Zheng, Youye Zheng, Bo Ma, Bo Ma, Jian Wang, Jian Wang, Guomei Shi, Guomei Shi, Rongke Xu, Junaid Khan, Asma Tahir

“…The syn-orogenic meta-basaltic rocks, intruded by gabbros, host numerous orogenic Au deposits and are structurally controlled by a NW–SE-trending ductile shear zone. …”
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Algorithm for analyzing randomness in point patterns by Tony Sampaio, Jorge Rocha, Cláudia M. Viana, Silvana Camboin, Fábio Marcelo Breunig, Edenilson Nascimento, Elaine de Cacia de Lima Frick

“…. • Automated scripts for structuring data, calculating expected and observed values, and applying the chi-square goodness-of-fit test for statistical analysis. • Advanced spatial analysis using chi-square goodness of fit coupled with and without Bonferroni correction, providing deeper insight into the study of the effect of spatial phenomena on the distribution of point events.…”
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A Narrative Review on Advancing Pediatric Oral Health: Comprehensive Strategies for the Prevention and Management of Dental Challenges in Children by Sung-Ying Han, Chia-Lin Chang, Yung-Li Wang, Ching-Shuen Wang, Wei-Ju Lee, Thi Thuy Tien Vo, Yuh-Lien Chen, Chueh-Yi Cheng, I-Ta Lee

“…Oral health is fundamental to overall well-being, especially in childhood, when dental structures and lifelong habits are established. This review provides a comprehensive analysis of children’s dental development, common oral health challenges, and evidence-based preventive strategies. …”
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Water resource utilization and future supply–demand scenarios in energy cities of semi-arid regions by Dong Wang, Kai Li, Hengji Li, Yaozong Zhang, Tonglin Fu, Linchan Sun, Yun Wang, Jianxiang Zhang

“…The future water demand of various sectors was simulated and projected, and the supply–demand balance under different socioeconomic and climate scenarios was analyzed using the Shared Socioeconomic Pathways framework combined with climate model data. This research addresses the gap in the existing literature concerning the analysis of water supply–demand structures in energy cities under climate change and provides scientific support for regional sustainable development. …”
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17p13.1 Deletion in Small B-cell Lymphocytic Lymphomas: A Prognostic Factor and Diagnostic Approach by Andreea-Georgiana STOICA, Miruna CRISTIAN, Mariana ASCHIE, Anca-Florentina MITROI, Georgiana-Camelia COZARU, Gabriela-Izabela BALTATESCU, Madalina BOSOTEANU, Mihaela-Maria GHINEA

“…B-cell small lymphocytic lymphoma (B-SLL) belongs to the category of indolent non-Hodgkin's lymphomas and is defined by the proliferation of mature, inert B lymphocytes and their accumulation in lymphoid structures. Although it is classified as the same entity as chronic lymphocytic leukemia (B-CLL), according to the World Health Organization and the International B-CLL Task Force [1, 2], there is little data on the management of lymphocytic lymphoma, accounting for only 10-15% of B-CLL/SLL cases [3, 4]. …”
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Seabed Liquefaction Risk Assessment Based on Wave Spectrum Characteristics: A Case Study of the Yellow River Subaqueous Delta, China by Hongan Sun, Jishang Xu, Zhenhuan Tian, Lulu Qiao, Zhixing Luan, Yaxin Zhang, Shaotong Zhang, Xingmin Liu, Guangxue Li

“…Seabed liquefaction induced by wave loading poses considerable risks to marine structures and requires careful consideration in marine engineering design and construction. …”
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BrainAR: Automated Brain Tumor Diagnosis With Deep Learning and 3D Augmented Reality Visualization by Meriem Khedir, Kahina Amara, Nassima Dif, Oussama Kerdjidj, Shadi Atalla, Naeem Ramzan

“…Augmented Reality (AR) technology offers promising applications in healthcare by enabling interactive 3D visualization of anatomical structures. However, current AR implementations often lack patient-specific detail, limiting their effectiveness in clinical settings. …”
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