CADTrans: A code tree-guided CAD generative transformer model with regularized discrete codebooks by Xufei Guo, Xiao Dong, Juan Cao, Zhonggui Chen

“…Secondly, these codebooks are used to normalize a CAD construction sequence into a structured code tree representation which is then used to train a standard transformer network to reconstruct the code tree. Finally, the code tree is used as global information to guide the sketch-and-extrude method to recover the corresponding geometric information, thereby reconstructing the complete CAD model. …”
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Improving Circulating Tumor Cell Detection Using Image Synthesis and Transformer Models in Cancer Diagnostics by Shuang Liang, Xue Bai, Yu Gu

“…This study proposes a data generation method using the Segment Anything Model (SAM) combined with a copy–paste strategy. …”
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Transformational leadership, co-worker support, engagement and motivation at institutions of higher learning in Windhoek, Namibia by Utjiua Ndjoonduezu, Annelisa Murangi

“…Main findings: The results showed that there is a positive relatedness between transformational leadership and employee engagement as well as transformational leadership and work motivation, even though not statistically significant. …”
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TransC-GD-CD: Transformer-Based Conditional Generative Diffusion Change Detection Model by Yihan Wen, Zhuo Zhang, Qi Cao, Guanchong Niu

“…The current CD methods rely heavily on pure CNNs and transformers, which employ only single-pass forward propagation. …”
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Transformer-Based Motion Predictor for Multi-Dancer Tracking in Non-Linear Movements of Dancesport Performance by Zhiling Wang

“…Unlike conventional tracking methods that integrate appearance features, MDSTT processes historical bounding box trajectories through a transformer encoder, capturing both long-range and short-term spatio-temporal dependencies while mitigating occlusion-induced identity switches. …”
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Interpolation Methods for Stochastic Processes Spaces by E. Nursultanov, T. Aubakirov

“…New interpolation theorems and boundedness of some transforms of stochastic processes are proved. Interpolation method for generously monotonous processes is entered. …”
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Implementation of Fuzzy Logic Scheme for Assessment of Power Transformer Oil Deterioration Using Imprecise Information by Zuhaib Nishter, Fangzong Wang

“…In this case, a fuzzy logic-based scheme is developed based upon the membership function, a rule-based and defuzzification method that works with imprecision and the implementation of uncertainty in assessing the condition of transformer oils. …”
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Transforming Fe-Cu alloys with unprecedented BCC Cu precipitates toward dual mechanical functionalities by Jeong Rae Kim, Hyun-Su Kang, Tae-Wan Ko, Young Jae Hwang, Gun Hee Kim, Seon-Jin Choi, Kwangchoon Lee, Hyuk-Su Han, Hyung Giun Kim, Taeg Woo Lee

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BANKING LOANS AND HOUSEHOLD DEPOSITS IN THE REPUBLIC OF BULGARIA UNDER ECONOMIC CRISIS: DYNAMICS AND STRUCTURAL TRANSFORMATIONS by Zhelyo Vatev

“…Bank loans and deposits differ not only in quantitative characteristics but also in the content. …”
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Development and validation of an artificial intelligence-based pipeline for predicting oral epithelial dysplasia malignant transformation by Adam J. Shephard, Hanya Mahmood, Shan E. Ahmed Raza, Anna Luíza Damaceno Araújo, Alan Roger Santos-Silva, Marcio Ajudarte Lopes, Pablo Agustin Vargas, Kris D. McCombe, Stephanie G. Craig, Jacqueline James, Jill Brooks, Paul Nankivell, Hisham Mehanna, Syed Ali Khurram, Nasir M. Rajpoot

“…Manual grading of OED is subject to substantial variability and does not reliably predict prognosis, potentially resulting in sub-optimal treatment decisions. Method We developed a Transformer-based artificial intelligence (AI) pipeline for the prediction of malignant transformation from whole-slide images (WSIs) of Haematoxylin and Eosin (H&E) stained OED tissue slides, named ODYN (Oral Dysplasia Network). …”
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ViTAU: Facial paralysis recognition and analysis based on vision transformer and facial action units by Jia GAO, Wenhao CAI, Junli ZHAO, Fuqing DUAN

“…Current research primarily focuses on broad facial changes and often neglects finer facial details, which leads to insufficient analysis of how different areas affect recognition results. This study proposes an innovative method that combines the vision transformer (ViT) model with an action unit (AU) facial region detection network to automatically recognize and analyze facial paralysis. …”
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Preparation of bainite phase microstructure by laser-electromagnetic induction hybrid solid-state phase transformation by Qunli Zhang, Lian You, Yi Yu, Zhijun Chen, Wenjian Wang, Mykola Anyakin, Jianhua Yao

“…In this paper, the surface heat treatment of 42CrMo steel is carried out by using a laser heat source to achieve complete austenitization, then with electromagnetic induction heating for several times to implement insulation, and eventually to promote bainite phase transformation. In conjunction with the temperature history curves, OM, SEM, and EBSD are used to characterize the bainite morphology and percentage of bainite via different parameters of the hybrid process. …”
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Modelling students' cognitive achievement skills using the alpha power transformed Lindley probability distribution. by Shibiru Jabessa Dugasa, Butte Gotu Arero

“…This study proposes regression modeling using the alpha power transformation Lindley probability distribution for the application of cognitive achievement in mathematics skill scores. …”
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Evaluation of Fascin expression in oral erosive lichen planus and its relationship with potential of malignant transformation by Fatemeh Shahsavari, Mahmood Emami, Maedeh Ghorbanpour

“…Overexpression of fascin in lichen planus and SCC may be a diagnostic marker for malignant transformation and a prognostic marker, respectively.…”
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LMVT: A hybrid vision transformer with attention mechanisms for efficient and explainable lung cancer diagnosis by Jesika Debnath, Al Shahriar Uddin Khondakar Pranta, Amira Hossain, Anamul Sakib, Hamdadur Rahman, Rezaul Haque, Md.Redwan Ahmed, Ahmed Wasif Reza, S M Masfequier.Rahman Swapno, Abhishek Appaji

“…Furthermore, we integrate attention mechanisms based on the Convolutional Block Attention Module (CBAM) and feature selection techniques derived from the Simple Gray Level Difference Method (SGLDM) to improve discriminative focus and minimize redundancy. …”
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Correlations of pituitary tumor transforming gene expression with human pituitary adenomas: a meta-analysis. by Jian-Qi Xiao, Xiao-Hai Liu, Bo Hou, Yong Yao, Kan Deng, Min Feng, Bin Xing, Wei Lian, Ren-Zhi Wang, Feng Feng

“…<h4>Objective</h4>Pituitary tumor transforming gene (PTTG) is an important paracrine growth factor involved in early lactotrope transformation and early onset of angiogenesis in pituitary hyperplasia. …”
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Contrastive learning with transformer for adverse endpoint prediction in patients on DAPT post-coronary stent implantation by Fang Li, Zenan Sun, Ahmed abdelhameed, Tiehang Duan, Laila Rasmy, Xinyue Hu, Jianping He, Yifang Dang, Jingna Feng, Jianfu Li, Yichen Wang, Tianchen Lyu, Naomi Braun, Si Pham, Michael Gharacholou, DeLisa Fairweather, Degui Zhi, Jiang Bian, Cui Tao

“…Traditional prognostic tools, such as rule-based methods or Cox regression, despite their widespread use and ease, tend to yield moderate predictive accuracy within predetermined timeframes. …”
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CORRELATION EVALUATION OF THE FORTESCUE AND CLARKE TRANSFORMATIONS FOR UNSYMMETRICAL SYSTEM OF THE CURRENT VECTORS IN THE THREE-PHASE LINE by O. V. Byalobrzhyeskiy, V. Yu. Kachalka, R. V. Vlasenko

“…In forming the current of the power active filtering-balancing device a few power theories gained ground, distinguishing among others the Frieze theory and the p–q theory. These presentations differ from the methods laid as theoretical grounds of the electric energy accounting systems.The article presents an analysis in the compliant system of the effect of the current projections on the power components formation character. …”
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Harmonizing musculoskeletal health: transformative effects of 8-week intervention program on posture in music students by Stanislav Azor, Michal Marko, Štefan Adamčák, Pavol Bartik

“…Conclusions. Significant differences (p ˂ 0.05, ˂ 0.01) indicated the transformative effects in the experimental group's (n = 15) posture. …”
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Transforming growth factor beta 1 level in differentiated thyroid tumors, metastases and blood plasma by N.Ya. Kobrynska, V.M. Pushkarev, N.I. Levchuk, O.I. Kovzun, I.I. Komisarenko, B.B. Guda, M.D. Tronko

“…Markers that can be determined at the stage of preoperative research are of particular value. Transforming growth factor β1 (TGF-β1) can be one of these markers. …”
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