Electromagnetic metamaterial agent by Shengguo Hu, Mingyi Li, Jiawen Xu, Hongrui Zhang, Shanghang Zhang, Tie Jun Cui, Philipp del Hougne, Lianlin Li

“…Abstract Metamaterials have revolutionized wave control; in the last two decades, they evolved from passive devices via programmable devices to sensor-endowed self-adaptive devices realizing a user-specified functionality. Although deep-learning techniques play an increasingly important role in metamaterial inverse design, measurement post-processing and end-to-end optimization, their role is ultimately still limited to approximating specific mathematical relations; the metamaterial is still limited to serving as proxy of a human operator, realizing a predefined functionality. …”
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Artificial intelligence and radiomics applications in adrenal lesions: a systematic review by Matteo Ferro, Octavian Sabin Tataru, Giuseppe Carrieri, Gian Maria Busetto, Ugo Giovanni Falagario, Martina Maggi, Felice Crocetto, Biagio Barone, Francesco Del Giudice, Michele Marchioni, Daniela Terracciano, Giuseppe Lucarelli, Pasquale Ditonno, Raul Gherasim, Ciprian Todea-Moga, Giuseppe Fallara, Marco Tozzi, Antonio Cioffi, Roberto Bianchi, Alessio Digiacomo, Alessandro Veccia, Alessandro Antonelli, Maria Chiara Sighinolfi, Luigi Schips, Bernardo Rocco

“…Results: CT-based radiomics (eight studies) achieved a mean AUC of 0.88 (range: 0.84–0.94) in differentiating benign/malignant or functional/non-functional lesions. Top-performing models identified aldosterone-producing adenomas (AUC: 0.99). …”
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Smart dwellings. Architectural perspectives opened by COVID-19 pandemic by Mihaela ZAMFIR, Ileana CIOBANU, Andreea Georgiana MARIN, Mihai-Viorel ZAMFIR

“…Homes will need versatility, more generous spaces, functional expansions so as to cover both living and work or learning areas. …”
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Investigating Teachers’ Use of an AI-Enabled System and Their Perceptions of AI Integration in Science Classrooms: A Case Study by Lehong Shi, Ai-Chu (Elisha) Ding, Ikseon Choi

“…When using Inq-ITS functionalities, two teachers with a pedagogical orientation of teacher-guided scientific inquiry mainly engaged with its virtual tutor and teacher report summary features. …”
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Digital Platforms Are an Important Aspect of Digitalization of Higher Education by I. E. Zhukovskaya

“…The purpose of the study is to identify the effectiveness of the functioning of digital platforms in the information systems of higher educational institutions in order to optimize the managerial, educational, methodological, research, and innovation activities of the University for the training of highly qualified specialists. …”
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The aggrephagy-related gene TUBA1B influences clinical outcomes in glioma patients by regulating the cell cycle by Zesheng Sun, Pengcheng Huang, Jialiang Lin, Guiping Jiang, Jian Chen, Qianqian Liu

“…Its functions were validated through qRT-PCR, in vitro functional assays, and mouse xenograft models. …”
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Image Inpainting with Fractional Laplacian Regularization: An <i>L^p</i> Norm Approach by Hongfang Yuan, Weijie Su, Xiangkai Lian, Zheng-An Yao, Dewen Hu

“…Furthermore, it demonstrates that the solution converges to the minimizer of the energy functional as time approaches infinity. Numerical experiments that compare the proposed method with traditional and deep learning models validate its effectiveness in image inpainting tasks.…”
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Current progress and remaining challenges of peptide–drug conjugates (PDCs): next generation of antibody-drug conjugates (ADCs)? by Dongyuan Wang, Feng Yin, Zigang Li, Yu Zhang, Chen Shi

“…In this review, we first carefully analyzed the general consideration of successful PDC design learning from ADCs. Then, we summarised the basic functions of each component of a PDC construct, comprising of peptides, linkers and payloads. …”
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Identification of three T cell-related genes as diagnostic and prognostic biomarkers for triple-negative breast cancer and exploration of potential mechanisms by Zhi-Chuan He, Zheng-Zheng Song, Zhe Wu, Peng-Fei Lin, Xin-Xing Wang

“…Their immune-related functions highlight their potential for guiding targeted immunotherapy strategies.…”
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IMAGE PROCESSING MODELS AND METHODS RESEARCH AND WAYS OF IMPROVING MARKER RECOGNITION TECHNOLOGIES IN ADDED REALITY SYSTEMS by Nataliia Bolohova, Igor Ruban

“…In our opinion, one of the promising directions is the use of Royan methods, namely the development of target functions for accurate and fast recognition of the image by markers.…”
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Evaluation of the efficacy of a South African psychosocial model for the rehabilitation of torture survivors by Dominique Dix-Peek, Merle Werbeloff

“…Understanding the impact of specific forms of torture on individuals requires knowledge of their learning histories, and of the personal and cultural meanings of specific kinds of violence. …”
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High-yield spidroin mimics for bioinspired fibers via computational design by Yufan Huang, Junzi Qi, Bingrui An, Bensheng Zhang, Yukang Yang, Cheng Cheng, Bingfang He, Bingfang He

“…Addressing these challenges, the study integrates deep learning and bioengineering to design water-soluble, β-sheet-rich spidroin mimics optimized for efficient prokaryotic expression. …”
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Early Breast Cancer Prediction Using Thermal Images and Hybrid Feature Extraction-Based System by Doaa Youssef, Hanan Atef, Shaimaa Gamal, Jala El-Azab, Tawfik Ismail

“…This article introduces a novel hybrid feature extraction approach that combines traditional and deep learning techniques to improve the prediction of breast cancer. …”
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The interictal transcriptomic map of migraine without aura by Peter Petschner, Sahel Kumar, Duc A. Nguyen, Dora Torok, Zsofia Gal, Daniel Baksa, Kinga Gecse, Gyongyi Kokonyei, Hiroshi Mamitsuka, Gabriella Juhasz

“…Subsequent refining and functional analyses were performed, including: 1) testing additional patient factors, 2) running genetic association analysis on migraine in the UK Biobank (UKB) and our cohort, and 3) predicting drug binding with AutoDock Vina and machine learning to proteins of transcriptomic changes. …”
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Early clinical evaluation of the Hugo robotic-assisted surgery (RAS) for performing radical prostatectomy: an IDEAL stage 2 study by Prokar Dasgupta, Ben Challacombe, Andrew Shepherd, Ata Jaffer, Angus Bruce, Daniel Chia

“…Perioperative, early oncological and functional outcomes were similar to other early series. …”
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FORMAL REPRESENTATION OF THE PIXEL-BY-PIXEL CLASSIFICATION PROCESS USING A MODIFIED WANG-MENDEL NEURAL NETWORK by Oleksii Kolomiitsev, Volodymyr Pustovarov

“…The following methods and models are used: methods and models of fuzzy set theory (fuzzy Wang-Mendel neural network, interval fuzzy sets of the second type), methods and models of deep learning methodology (convolutional neural network for image segmentation (auto coder) U-net). …”
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Territorial Space Optimization Method Based on Multi-Objective Genetic Algorithm and FLUS Model by Lin Ge

“…In the two more complicated functions of f3 and f4, the optimal solutions were approximated in the ranges of [<inline-formula> <tex-math notation="LaTeX">$10^{2}$ </tex-math></inline-formula>, <inline-formula> <tex-math notation="LaTeX">$10^{12}$ </tex-math></inline-formula>] and [<inline-formula> <tex-math notation="LaTeX">$10^{-2}$ </tex-math></inline-formula>, <inline-formula> <tex-math notation="LaTeX">$10^{6}$ </tex-math></inline-formula>] without significant fluctuations. …”
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172 Collaborations between translational science programs and academic health sciences libraries by Bart Ragon, Sandra Burks, Jill Deaver, Emily Glenn, Kristi Holmes, Megan von Isenburg, Elizabeth C. Whipple

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A Critical Appraisal of the Measurement of Adaptive Social Communication Behaviors in the Behavioral Intervention Context by Thomas W. Frazier, Eric A. Youngstrom, Allison R. Frazier, Mirko Uljarevic

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For many but not for all: the bikini incision direct anterior approach for total hip arthroplasty. A narrative review by Cesare Faldini, Francesco Traina, Federico Pilla, Claudio D’Agostino, Matteo Brunello, Manuele Morandi Guaitoli, Alberto Di Martino

“…BI patients also experience better aesthetic outcomes and functional recovery, with reduced pain and itching. …”
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