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  • Open Access

    ARTICLE

    ADCP-YOLO: A High-Precision and Lightweight Model for Violation Behavior Detection in Smart Factory Workshops

    Changjun Zhou1, Dongfang Chen1, Chenyang Shi1, Taiyong Li2,*

    CMC-Computers, Materials & Continua, Vol.86, No.3, 2026, DOI:10.32604/cmc.2025.073662 - 12 January 2026

    Abstract With the rapid development of smart manufacturing, intelligent safety monitoring in industrial workshops has become increasingly important. To address the challenges of complex backgrounds, target scale variation, and excessive model parameters in worker violation detection, this study proposes ADCP-YOLO, an enhanced lightweight model based on YOLOv8. Here, “ADCP” represents four key improvements: Alterable Kernel Convolution (AKConv), Dilated-Wise Residual (DWR) module, Channel Reconstruction Global Attention Mechanism (CRGAM), and Powerful-IoU loss. These components collaboratively enhance feature extraction, multi-scale perception, and localization accuracy while effectively reducing model complexity and computational cost. Experimental results show that ADCP-YOLO achieves a More >

  • Open Access

    ARTICLE

    Research on Dynamic Scheduling Method for Hybrid Flow Shop Order Disturbance Based on IMOGWO Algorithm

    Feng Lv*, Huili Chu, Cheng Yang, Jiajie Zhang

    CMC-Computers, Materials & Continua, Vol.86, No.3, 2026, DOI:10.32604/cmc.2025.072915 - 12 January 2026

    Abstract To address the issue that hybrid flow shop production struggles to handle order disturbance events, a dynamic scheduling model was constructed. The model takes minimizing the maximum makespan, delivery time deviation, and scheme deviation degree as the optimization objectives. An adaptive dynamic scheduling strategy based on the degree of order disturbance is proposed. An improved multi-objective Grey Wolf (IMOGWO) optimization algorithm is designed by combining the “job-machine” two-layer encoding strategy, the timing-driven two-stage decoding strategy, the opposition-based learning initialization population strategy, the POX crossover strategy, the dual-operation dynamic mutation strategy, and the variable neighborhood search… More >

  • Open Access

    ARTICLE

    Alienation and Life Satisfaction: Mediation Effects of Social Identity and Hope among University Students

    Shu-Hsuan Chang1, Der-Fa Chen1, Jing-Tang Sie1, Kai-Jie Chen2, Zhe-Wei Liao1, Tai-Lung Chen1, Yao-Chung Cheng3,4,*

    International Journal of Mental Health Promotion, Vol.27, No.12, pp. 1907-1927, 2025, DOI:10.32604/ijmhp.2025.068264 - 31 December 2025

    Abstract Background: Interpersonal alienation has increasingly been recognized as a salient risk factor affecting university students’ psychological adjustment and life satisfaction. Guided by Social Identity and Self-Categorization theories, this study examines how alienation influences life satisfaction through the mediating roles of social identity and hope. Methods: This study surveyed 492 Taiwanese undergraduate students (53.7 percent female, mean age 21.08 years) from 60 universities using convenience sampling in May 2023. Data were collected through an online questionnaire distributed via faculty-managed teaching media platforms. Measures included perceived social identity, state hope, interpersonal alienation, and life satisfaction. All instruments were… More >

  • Open Access

    ARTICLE

    Electrical properties of BixSe100-x chalcogenide glass

    A. Z. Mahmouda,b, L. G. Aminc,*, S. A. Mahmoudd, M. M. Bashiere, M. E. M. Eisace, N. Dhahric, A. Mohamede, A. A. Al-Dumiric, S. E. I. Yagoubc, M. A. Abdel-Rahimb

    Chalcogenide Letters, Vol.22, No.4, pp. 441-450, 2025, DOI:10.15251/CL.2025.224.441

    Abstract The electrical and structural characteristics of BixSe100-x glasses (where x=5, 10, 15, and 25 at. %) were systematically investigated. Using the traditional Quenching of melts process, the amorphous BixSe100-x materials were created. Thin films of BixSe100-x have formed onto ultrasonically glass substrates that have been cleaned using thermal evaporation in a vacuum of approximately 10-5 Torr. Here we show and discuss the results of four bulk glasses of BixSe100-x (where x=5, 10, 15, and 25 at. %) that were subjected to differential thermal analysis (DTA) under non-isothermal conditions. For the compositions under consideration, five separate methods were used More >

  • Open Access

    ARTICLE

    Gamma radiation dose's impact on the energy states and structural properties of Se70Ge20Sb10 alloy

    J. H. Azzawia, Yaseen A. Al-Zahraab, M. A. Abdulmajeedc, K. A. Jasimc, A. Muravitskayae, A. A. Al-Hamadanid,e, A. H. Al-Dulaimid,e

    Chalcogenide Letters, Vol.22, No.7, pp. 593-601, 2025, DOI:10.15251/CL.2025.227.593

    Abstract Four Se70Ge20Sb10 alloy samples were prepared using the melt quenching technique. To improve the energy states of the mobility gap, the samples were exposed to gamma radiation from 60Co source at various doses of 600, 1200, 1500, and 2000 Gy. The electrical characteristics were examined both before and after irradiation. The conductivity analysis revealed that all of our samples were impacted by gamma radiation. The reorganization of the amorphous lattice and the degree of radiation-induced disorder have been involved in the changes that occurred in the electrical characteristics of the irradiated samples. All irradiated and non-irradiated… More >

  • Open Access

    REVIEW

    Endothelial and Mitochondrial Dysfunction in COPD Pathophysiology: Focus on Homocysteine–L-Carnitine Interplay

    Eduard Belskikh1,*, Yuliya Marsyanova2, Denis Melnikov3, Oleg Uryasev1, Valentina Zvyagina2

    BIOCELL, Vol.49, No.11, pp. 2093-2123, 2025, DOI:10.32604/biocell.2025.069272 - 24 November 2025

    Abstract Elevated homocysteine is a clinically relevant metabolic signal in chronic obstructive pulmonary disease (COPD). Higher circulating levels track with oxidative stress, endothelial dysfunction, mitochondrial impairment, and pulmonary vascular remodeling, rise with disease severity, and may contribute to the excess cardiovascular risk—although effect sizes and causality remain uncertain. This review centers on the homocysteine–carnitine relationship in COPD pathophysiology. Carnitine deficiency, prevalent in COPD, can worsen mitochondrial bioenergetics, promote accumulation of acyl intermediates, and reduce nitric oxide bioavailability via endothelial nitric oxide synthase uncoupling (eNOS). Conversely, restoring carnitine status in experimental and early clinical settings has been… More >

  • Open Access

    ARTICLE

    Deep Architectural Classification of Dental Pathologies Using Orthopantomogram Imaging

    Arham Adnan1, Muhammad Tuaha Rizwan1, Hafiz Muhammad Attaullah1,2,*, Shakila Basheer3, Mohammad Tabrez Quasim4

    CMC-Computers, Materials & Continua, Vol.85, No.3, pp. 5073-5091, 2025, DOI:10.32604/cmc.2025.068797 - 23 October 2025

    Abstract Artificial intelligence (AI), particularly deep learning algorithms utilizing convolutional neural networks, plays an increasingly pivotal role in enhancing medical image examination. It demonstrates the potential for improving diagnostic accuracy within dental care. Orthopantomograms (OPGs) are essential in dentistry; however, their manual interpretation is often inconsistent and tedious. To the best of our knowledge, this is the first comprehensive application of YOLOv5m for the simultaneous detection and classification of six distinct dental pathologies using panoramic OPG images. The model was trained and refined on a custom dataset that began with 232 panoramic radiographs and was later… More >

  • Open Access

    REVIEW

    Assessing the Hematological Cancer Stem Cell Landscape to Improve Immunotherapy Clinical Decisions

    Sotirios Charalampos Diamantoudis1,#,*, Androulla N. Miliotou2,#, Eleftheria Galatou2, Stergiani Telliou3, Konstantinos Sideris4, Nikolaos Grigoriadis1, Ioannis S. Vizirianakis1,2,*

    BIOCELL, Vol.49, No.10, pp. 1799-1858, 2025, DOI:10.32604/biocell.2025.067216 - 22 October 2025

    Abstract Hematological cancer stem cells (HCSCs) is a subpopulation of cells within hematological cancers that, through their characteristics, enhance malignancy and render their therapy more challenging. By uncovering the underlying mechanisms behind characteristic properties such as self-renewal, immune evasion, and conventional therapy resistance, as well as the major differences between other cancers and physiological cells, new and alternative targets can be assessed for use in existing and novel immunotherapeutic interventions. Through the evaluation of the existing literature, one can realize that there have already been several studies addressing the use of stem cell transplantation (SCT), monoclonal More > Graphic Abstract

    Assessing the Hematological Cancer Stem Cell Landscape to Improve Immunotherapy Clinical Decisions

  • Open Access

    REVIEW

    Malignant Transformation of Diabetic Foot Ulcer: Pathophysiology, Molecular Mechanisms, and Clinical Implications

    Sophia Strukel1, Vikrant Rai1,2,*

    BIOCELL, Vol.49, No.10, pp. 1887-1911, 2025, DOI:10.32604/biocell.2025.067207 - 22 October 2025

    Abstract Diabetic foot ulcers (DFUs) are a serious complication of diabetes mellitus and are associated with high morbidity, risk of amputation, and increased mortality. Although DFUs typically remain a chronic, non-healing wound, a small portion of DFUs may undergo malignant transformation. The subsequent malignancies are skin cancers such as squamous cell carcinoma (SCC), basal cell carcinoma, or melanoma. Understanding the pathophysiology of DFUs and the molecular and clinical determinants that contribute to their potential malignant transformation if crucial for clinical management. Chronic inflammation, dysregulation of cytokine signaling, faulty immune surveillance, and impaired wound healing all play… More >

  • Open Access

    ARTICLE

    Synergistic Anti-Lung Cancer and Immunomodulatory Effects of Combined Extracts from Acanthopanax sessiliflorus, Phragmites communis, and Pinus densiflora

    Anjali Kariyarath Valappil1,#, Reshmi Akter2,#, Muhammad Awais2, Dong Uk Yang3, Daehyo Jung2, Li Ling4, Eun Kim5, Kyu Hyeong Yoon5, Yoon Ok Lee5, Deok Chun Yang1,2,4,*

    BIOCELL, Vol.49, No.9, pp. 1771-1795, 2025, DOI:10.32604/biocell.2025.069145 - 25 September 2025

    Abstract Objectives: The phytochemical investigation of traditional herbal medicines holds significant promise for modern drug discovery, particularly in cancer therapy. This study aimed to evaluate the cytotoxicity, apoptosis induction, and immune-modulatory activities of extracts from three herbal medicines with historical use in traditional medicine—Acanthopanax sessiliflorus, Phragmites communis, and Pinus densiflora, as well as their combined extract (GMAS 01/COM), on human lung cancer cells (A549) and normal cell lines, including murine macrophages (RAW 264.7) and human keratinocytes (HaCaT). Methods: Plant extracts were prepared using aqueous extraction, sonication, and rotary evaporation. The total phenolic and flavonoid contents were quantified using the… More >

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