MSFA-BEVNet: Optimization of BEV Scene Recognition Driven by Multiscale Feature Fusion and Alignment by Xiubin Cao, Yifan Li, Hongwei Li

“…Specifically, we employ a DCN-based block for visual feature extraction, comprising layer normalization (LN), feedforward networks (FFNs), and the Gaussian Error Linear Unit (GELU) activation function, aligned with the Vision Transformer (ViT) paradigm to improve feature modeling. …”
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Autoencoder-Driven Fiducial Landmark Identification in 3D Brain MRI for Neuroimaging Alignment by G. Deepali, H. Anitha, B. P. Swathi, M. V. Suhas

“…Accurate identification of fiducial markers, such as the left pre-auricle (LPA), right pre-auricle (RPA), and nasion, is critical for head localization, source reconstruction, anatomical alignment, and ensuring reproducibility in functional and structural neuroimaging studies. …”
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Alteration of Lumbar Sagittal Alignment after Surgical Decompression with Fusion for Lumbar Spinal Stenosis by Wen-Tung Hsieh, Ting-Chun Huang, Chih-Wei Chen, Ming-Hsiao Hu, Shu-Hua Yang

“…Leaning forward could alleviate spinal stenosis and its related symptoms, but the sagittal alignment of the lumbar spine is therefore compromised. …”
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SmartAxis, a software for accurate and rapid zone axis alignment of nanocrystalline materials by Jinfei Zhou, Yujiao Wang, Binbin Lu, Jia Lyu, Nini Wei, Jianfeng Huang, Lingmei Liu, Xiao Li, Xinghua Li, Daliang Zhang

“…Nanocrystals have emerged as cutting-edge functional materials benefiting from the increased surface and enhanced coupling of electronic states. …”
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Brain development in a facultatively social allodapine bee aligns with caste, but not group living by Simon M. Tierney, Sarah Jaumann, Oliver Hightower, Adam R. Smith

“…These broad volumetric trends require further investigations on the functional neural circuitry involved in the aforementioned environmental contexts.…”
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A Unified Deep-Domain Adaptation Framework: Advancing Feature Separability and Local Alignment by Pranav Kumar, Jimson Mathew, Rakesh Kumar Sanodiya, Avinash Kumar Chouhan, Rahul Reddy Bukkasamudram, Chandra Sai Teja Adhikarla

“…Apart from self-attention, a combined loss function consisting of angular loss, Local Maximum Mean Discrepancy (LMMD), and entropy minimization is used. …”
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Énoncés capacitifs et constructions à sujet locatif : quel alignement syntaxe-sémantique ? by Christelle Lacassain, Caroline Marty

“…The verbs under study (seat and sleep, the two most frequent verbs in capacitive sentences; see and witness, the only two ‘perception’ verbs featuring in setting-subject constructions) prototypically license an animate subject whereas in these less prototypical constructions, the subject has an inanimate referent, either spatial or temporal (the latter only in setting-subject constructions). The alignment between syntactic function and semantic role is not prototypical, as the subject referent is neither an agent nor an experiencer, but denotes, at first sight, a place or a temporal period. …”
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Multi-gate neuron-like transistors based on ensembles of aligned nanowires on flexible substrates by João Neto, Abhishek Singh Dahiya, Ravinder Dahiya

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Circumferentially Aligned Electrospun Vascular Grafts Improves Its Vascular Regeneration and Remodeling in vivo by Xiong M, Yang L, Liu X, Luo S, Wang Y

“…Moreover, the circumferentially aligned vascular grafts could guide the regeneration of neoarteries, endothelialization formation, enhanced functionality, rapid cellular infiltration and improved extracellular matrix (ECM) deposition, as well as generated more microvessels and fewer calcification.Discussion: Our research focused on the long-term performance in vivo of SF/fibrin tubular grafts, which could become a new type of SDVG and help guide the development of next-generation vascular grafts.Keywords: electrospun vascular graft, mechanical, immunoregulation, vascular regeneration and remodeling, vascular tissue engineering…”
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Telescope Alignment Method Using a Modified Stochastic Parallel Gradient Descent Algorithm by Min Li, Xin Liu, Junbo Zhang, Hao Xian

“…The results show that merit functions and energy distributions of corrected images match with the designed ones. …”
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A material design guideline for self-assembled vertically aligned nanocomposite thin films by Jiawei Song, Haiyan Wang

“…Nanocomposite thin films, comprising two or more distinct materials at nanoscale, have attracted significant research interest considering their potential of integrating multiple functionalities for advanced applications in electronics, energy storage, photonics, photovoltaics, and sensing. …”
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Mathematical Models and Algorithms of Optimal Load Management of Electricity Consumers by I. U. Rakhmonov, K. M. Reymov

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Simulation-guided design of ETL-Free and HTL-Free all-polymer solar cells: Front and back work function engineering by Tahani I. Al-Muhimeed, Yasmine Elogail, Ahmed Shaker, Muhammad Ahsan, Gamal A. Ebrahim, Mostafa M. Salah

“…Optimizing the front contact featuring a work function of 3.6 eV in the ETL-free cell, and the back contact featuring a work function of 5.4 eV in the HTL-free cell resulted in boosting the PCE up to 20.99 % and 27.23 %, respectively. …”
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Screening of Aflatoxin B1-Degrading Strains and Functional Mining of Key Enzyme Genes in Pseudomonas promysalinigenes CT1-8 by Zhaofu CHEN, Zhilin WANG, Jing LIU, Shijuan YAN, Junjin DENG

“…Functional annotation indicated that OprF gene belongs to an operon consisting of oprF, yiB, yiaD and rcpA, suggesting synergistic roles of this operon in AFB1 transport and metabolism.…”
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Selective disruption of aurora C kinase reveals distinct functions from aurora B kinase during meiosis in mouse oocytes. by Ahmed Z Balboula, Karen Schindler

“…Using this mutant we show for the first time that AURKC has functions that do not overlap with AURKB. These functions include regulating localized CPC activity and regulating chromosome alignment and K-MT attachments at metaphase of meiosis I (Met I). …”
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Gestión de riesgos en la realización de pruebas de función pulmonar pospandemia by Luis Puente Maestu, Juana M. Martínez Llorens, José Luis Valera Felices, Yolanda Torralba García, Marian Gimeno Peribáñez, Eusebi Chiner, Roberto Cabestre, Juan Rodríguez Hermosa, Raúl Godoy Mayoral, Celeste Marcos, Ana Balaña Corberó, Carlos Almonacid

“…A ministerial order issued by the Ministry of Health is mentioned, which lifts the mandatory use of facemasks in certain settings, in alignment with the strategy to return to normalcy.The proposal provides an in-depth analysis of the infectious risk to healthcare workers and patients in pulmonary function laboratories, concluding that current practices —along with the use of surgical masks and viral filters— minimize the generation and transmission of infectious aerosols.Detailed recommendations are provided for risk management, including architectural controls, administrative measures, hygiene practices, and personal protective protocols, with the goal of safeguarding both healthcare professionals and patients.The cited bibliography reinforces the scientific evidence base underlying the proposed recommendations and demonstrates a careful and deliberate approach to the safe and efficient reintroduction of spirometry and other pulmonary function tests into routine healthcare.…”
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Comprehensive analysis of total knee arthroplasty kinematics and functional recovery: Exploring full-body gait deviations in patients with knee osteoarthritis. by Xavier Gasparutto, Alice Bonnefoy-Mazure, Michael Attias, Katia Turcot, Stéphane Armand, Hermès H Miozzari

“…Differences between groups, with controls, as well as before and after surgery were evaluated for patients reported outcome measures, kinematic features, and spatio-temporal parameters. Three functional groups were identified. One low-functioning cluster with mostly elderly women showing significant functional improvement one year after surgery, and two high-functioning clusters differentiated by pelvis tilt (anteversion vs. retroversion), sagittal knee alignment (varus vs. neutral), and knee flexion during stance phase (flexum vs. extended) that showed limited improvement one year after surgery. …”
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Camouflage treatment of severe skeletal class III malocclusion with effective torque control in an adolescent combined with forward functional shift and hypodivergent by Ting Yu, Dongmei Lv, Dan Xu, Huiyue Wang, Xin Xiong, Qian Cheng

“…Skeletal Class III malocclusion, often presenting with anterior crossbite, significantly affects patients’ oral function, facial aesthetics, and psychological well-being. …”
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Seeing double after sinus surgery by H Ranjini, R Neena, Marian Pauly

“…A 40-year-old gentleman came to us with protrusion, redness, and mild pain in right eye immediately after undergoing functional endoscopic sinus surgery. He complained of constant horizontal diplopia. …”
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Defining functional requirements for a self-management solution for Hypertrophic Cardiomyopathy patients – a multi-stakeholder multi-framework approach by Kati Auranen, Dipak Kalra, Malte von Tottleben, Shahan Tariq, Mark van Gils

“…The aim of the work described in this paper is to carry out the first step of developing the platform: the collection of design and functional requirements together with the end-users. …”
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