Enhancing efficient deep learning models with multimodal, multi-teacher insights for medical image segmentation by Khondker Fariha Hossain, Sharif Amit Kamran, Joshua Ong, Alireza Tavakkoli

“…Abstract The rapid evolution of deep learning has dramatically enhanced the field of medical image segmentation, leading to the development of models with unprecedented accuracy in analyzing complex medical images. …”
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EDUCATIONAL PRACTICES AND INTELLECTUAL CULTURE OF THE NORTH CAUCASIAN INDIGENOUS POPULATION WITHIN THE CONTEXT OF IMPERIAL MODERNIZATION (SCHOOLING QUESTION AT THE MEETINGS OF ENTR... by D. N. PRASOLOV

“…A certain evolution of the enlightenment activity of local self-government is revealed, explained by the increased access of Kabardians and Balkars to education, cultural and treger initiatives of regional authorities and representatives of the national intelligentsia. …”
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Dendrite-Free Zn Anode Modified by Organic Coating for Stable Aqueous Zinc Ion Batteries by Fujie Li, Hongfei Zhang, Xuehua Liu, Binghui Xu, Chao Wang

“…Aqueous zinc-ion batteries (AZIBs) have emerged as highly promising options for large-scale energy storage systems due to their cost-effectiveness, substantial energy capacity, and improved safety features. However, the Zn anode faces challenges such as self-corrosion and dendrite formation, which limit its practical use in AZIB applications. …”
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METHODOLOGICAL APPROACHES TO THE ASSESSMENT OF THE ECONOMY’S DIGITAL TRANSFORMATION by Н. В. Чеснокова

“…In addition to analyzing the parameters of each index as a whole, the paper reveals common features between them. The WDCI, DEI, and NRI indexes evaluate the environment that stimulates digitalization processes. …”
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Tip of the Spear: Developing Predictive Military Planning Tools Using Hidden Markov Models by Matthew Litvinas

“…The evolution of the modern battlefield is increasingly complex as new technologies emerge. …”
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Role of hole depth on mechanical behavior and acoustic emission characteristics of pre-drilled sandstone by Jiahan Liu, Ruide Lei, Ruide Lei

“…The study focused on characterizing the cracking fracturing, energy evolution, and fracture patterns in pre-drilled sandstones with different depths. …”
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Synthesis, Characterization, and Application of Magnetic Zeolite Nanocomposites: A Review of Current Research and Future Applications by Sabina Vohl, Irena Ban, Janja Stergar, Mojca Slemnik

“…The evolution of research on magnetic zeolite NCs is traced chronologically from its early stages in the 1990s to current advancements. …”
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Neural-Driven heuristic for strip packing trained with Black-Box optimization by Mariusz Kaleta, Tomasz Śliwiński

“…To train the neural network, we employ the Covariance Matrix Adaptation Evolution Strategy (CMA-ES), a state-ofthe- art derivative-free optimization method. …”
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Multi-Degree Reduction of Said–Ball Curves and Engineering Design Using Multi-Strategy Enhanced Coati Optimization Algorithm by Feng Zou, Xia Wang, Weilin Zhang, Qingshui Shi, Huogen Yang

“…This study presents a novel degree reduction model leveraging Euclidean distance and curvature data, markedly improving the preservation of geometric features throughout the reduction process. To enhance performance further, we propose a multi-strategy enhanced coati optimization algorithm (MSECOA). …”
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Transportation carbon emission efficiency network formation mechanism and spatial structural complexity analysis: Evidence from China by Lin Liu, Yuming Liu, Rong Zhao

“…The central region lacks a well-structured efficiency guidance system. (3) A multi-level composite network system exists among provinces, featuring a coordination network as the primary component and backbone network as secondary element. …”
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Unique Design of Learning Studio Spaces: A Case Study of The Department of Applied Design and Fine Art Kabale University. by Akatwijuka, Onesmus

“…The literature review of the study is based on what an art studio is, its importance, features and various types of art studios as well as the methods used in designing art studio space using the objectives of the study. …”
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Unique Design of Learning Studio Spaces: A Case Study of the Department of Applied Design and Fine Art Kabale University. by Akatwijuka, Onesmus

“…The literature review of the study is based on what an art studio is, its importance, features and various types of art studios as well as the methods used in designing art studio space using the objectives of the study. …”
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Uniaxial Compression Response and Instability Mechanisms of Parallel Dual Coal Pillar–Roof Combinations by Jingkai Li, Chunge Li, Shengjian Zhao, Changde Yang, Kun Niu, Quancai Ji, Zhiqiang Wang

“…From both macroscopic and microscopic perspectives, the load-bearing capacities, acoustic emission (AE) features, crack development processes, force chain evolution laws, and deformation features of the PDCRC were recorded. …”
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Attention-Module-Guided Time-Lapse Leakage Plume Imaging Driven by LeakInv-CUNet GPR Inversion Framework by Honghua Wang, Shan Wang, Fei Zhou, Yi Lei, Bin Zhang

“…Special emphasis is placed on leakage features influenced by injection orientation and time-lapse characteristics. …”
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Application of a Multi‐Layer Artificial Neural Network in a 3‐D Global Electron Density Model Using the Long‐Term Observations of COSMIC, Fengyun‐3C, and Digisonde by Wang Li, Dongsheng Zhao, Changyong He, Yi Shen, Andong Hu, Kefei Zhang

“…These features agree well with the structure revealed by the RO profiles derived from the FORMOSAT/COSMIC‐2 mission. …”
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Transient destabilization of whole brain dynamics induced by N,N-Dimethyltryptamine (DMT) by Juan Ignacio Piccinini, Yonatan Sanz Perl, Carla Pallavicini, Gustavo Deco, Morten Kringelbach, David Nutt, Robin Carhart-Harris, Christopher Timmermann, Enzo Tagliazucchi

“…These advances suggest a mechanism to explain key features of the psychedelic state and also predicts that the temporal evolution of these features aligns with pharmacokinetics. …”
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A competitive coevolution-based evolutionary algorithm for the parallel inverse design of multiple soft network materials by Xiao Feng, Yuchen Lai, Xing Yang, Yongbin Yu, Fangling Li, Xiangxiang Wang, Jiacheng Liang, Jingye Cai, Shunze Cao

“…To address these design constraints, we developed an innovatively competitive coevolution-based differential evolution algorithm with multi-population architecture (CCMPDE). …”
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Investigating automated accounting and auditing in the Blockchain platform with a fuzzy Delphi approach by Payam Noori Doabi, Fereydon Rahnamay Roodposhti, Hamidreza Kordlouie, Hashem Nikoomaram, Ghodratollah Talebnia

“…On the other hand, the accounting and auditing profession is also very susceptible to automatic and ready to accept it.Originality/Value: The subject under investigation is one of the new topics in future research and foresight. The features, changes, and facilities that automated accounting and auditing bring to the blockchain platform all add to the importance and necessity of doing research.…”
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Clinical experiences in Turkish paediatric patients with chronic recurrent multifocal osteomyelitis by Betül Sözeri, Nuray Aktay Ayaz, Başak Yıldız Atıkan, Şerife Gül Karadağ, Mustafa Çakan, Mehmet Argın, Murat Sezak

“…This study is the largest cohort of pediatric CRMO patients in our country. Clinical evolution and imaging investigations should be closely done to avoid delays in diagnosis. …”
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AGE AND COMPOSITION OF THE EARLY PALEOZOIC MAGMATIC ASSOCIATIONS AND RELATED RARE-ELEMENT PEGMATITES IN THE SOUTH-EASTERN PART OF THE SANGILEN BLOCK, TUVA-MONGOLIAN MASSIF by L. G. Kuznetsova, S. P. Shokalsky, S. A. Sergeev, S. I. Dril

“…In terms of geochemical features, the spodumene pegmatites from the cluster are strongly different from both the late-collision granites and spodumene pegmatites from other SSB fields, including the large Tastyg lithium deposit. …”
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