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  • Open Access

    REVIEW

    Comprehensive Review and Analysis on Facial Emotion Recognition: Performance Insights into Deep and Traditional Learning with Current Updates and Challenges

    Amjad Rehman1, Muhammad Mujahid1, Alex Elyassih1, Bayan AlGhofaily1, Saeed Ali Omer Bahaj2,*

    CMC-Computers, Materials & Continua, Vol.82, No.1, pp. 41-72, 2025, DOI:10.32604/cmc.2024.058036 - 03 January 2025

    Abstract In computer vision and artificial intelligence, automatic facial expression-based emotion identification of humans has become a popular research and industry problem. Recent demonstrations and applications in several fields, including computer games, smart homes, expression analysis, gesture recognition, surveillance films, depression therapy, patient monitoring, anxiety, and others, have brought attention to its significant academic and commercial importance. This study emphasizes research that has only employed facial images for face expression recognition (FER), because facial expressions are a basic way that people communicate meaning to each other. The immense achievement of deep learning has resulted in a… More >

  • Open Access

    REVIEW

    Hydrogen Energy Storage System: Review on Recent Progress

    Millenium Wong1, Hadi Nabipour Afrouzi2,*

    Energy Engineering, Vol.122, No.1, pp. 1-39, 2025, DOI:10.32604/ee.2024.056707 - 27 December 2024

    Abstract A hydrogen energy storage system (HESS) is one of the many rising modern green innovations, using excess energy to generate hydrogen and storing it for various purposes. With that, there have been many discussions about commercializing HESS and improving it further. However, the design and sizing process can be overwhelming to comprehend with various sources to examine, and understanding optimal design methodologies is crucial to optimize a HESS design. With that, this review aims to collect and analyse a wide range of HESS studies to summarise recent studies. Two different collections of studies are studied,… More >

  • Open Access

    ARTICLE

    Genetic signatures of ERCC1 and ERCC2 expression, along with SNPs variants, unveil favorable prognosis in SCLC patients undergoing platinum-based chemotherapy

    ENRICO CALIMAN1,2, SARA FANCELLI1,2, FEDERICO SCOLARI3, ADRIANO PASQUI4, CLARA MANNESCHI4, DANIELE LAVACCHI1, FRANCESCA MAZZONI4, FRANCESCA GENSINI5, VALERIA PASINI6, CAMILLA EVA COMIN2,7, LUCA VOLTOLINI2,8, SERENA PILLOZZI1,2,*, LORENZO ANTONUZZO1,2,4

    Oncology Research, Vol.33, No.1, pp. 45-55, 2025, DOI:10.32604/or.2024.050161 - 20 December 2024

    Abstract Background: Platinum chemotherapy (CT) remains the backbone of systemic therapy for patients with small-cell lung cancer (SCLC). The nucleotide excision repair (NER) pathway plays a central role in the repair of the DNA damage exerted by platinum agents. Alteration in this repair mechanism may affect patients’ survival. Materials and Methods: We conducted a retrospective analysis of data from 38 patients with extensive disease (ED)-SCLC who underwent platinum-CT at the Clinical Oncology Unit, Careggi University Hospital, Florence (Italy), from 2015 to 2020. mRNA expression analysis and single nucleotide polymorphism (SNP) characterization of three NER pathway genes—namely ERCC1, ERCC2,… More >

  • Open Access

    REVIEW

    Modeling and Comprehensive Review of Signaling Storms in 3GPP-Based Mobile Broadband Networks: Causes, Solutions, and Countermeasures

    Muhammad Qasim Khan1, Fazal Malik1, Fahad Alturise2,*, Noor Rahman3

    CMES-Computer Modeling in Engineering & Sciences, Vol.142, No.1, pp. 123-153, 2025, DOI:10.32604/cmes.2024.057272 - 17 December 2024

    Abstract Control signaling is mandatory for the operation and management of all types of communication networks, including the Third Generation Partnership Project (3GPP) mobile broadband networks. However, they consume important and scarce network resources such as bandwidth and processing power. There have been several reports of these control signaling turning into signaling storms halting network operations and causing the respective Telecom companies big financial losses. This paper draws its motivation from such real network disaster incidents attributed to signaling storms. In this paper, we present a thorough survey of the causes, of the signaling storm problems More >

  • Open Access

    ARTICLE

    Insight Into the Separation-of-Variable Methods for the Closed-Form Solutions of Free Vibration of Rectangular Thin Plates

    Yufeng Xing*, Ye Yuan, Gen Li

    CMES-Computer Modeling in Engineering & Sciences, Vol.142, No.1, pp. 329-355, 2025, DOI:10.32604/cmes.2024.056440 - 17 December 2024

    Abstract The separation-of-variable (SOV) methods, such as the improved SOV method, the variational SOV method, and the extended SOV method, have been proposed by the present authors and coworkers to obtain the closed-form analytical solutions for free vibration and eigenbuckling of rectangular plates and circular cylindrical shells. By taking the free vibration of rectangular thin plates as an example, this work presents the theoretical framework of the SOV methods in an instructive way, and the bisection–based solution procedures for a group of nonlinear eigenvalue equations. Besides, the explicit equations of nodal lines of the SOV methods More >

  • Open Access

    REVIEW

    Gasotransmitters as Key Members of the Signaling Network Regulating Stomatal Response: Interaction with Other Molecules

    Yuriy E. Kolupaev1,2,*, Tetiana O. Yastreb1,*, Alexander P. Dmitriev3

    Phyton-International Journal of Experimental Botany, Vol.93, No.12, pp. 3151-3195, 2024, DOI:10.32604/phyton.2024.057922 - 31 December 2024

    Abstract Stomatal closure, which serves to limit water loss, represents one of the most rapid and critical reactions of plants, occurring not only in response to drought but also to a range of other stressors, including salinity, extreme temperatures, heavy metals, gaseous toxicants, and pathogen infection. ABA is considered to be the main regulator of stomatal movements in plants under abiotic stress. In the last two decades, however, the list of plant hormones and other physiologically active substances that affect stomatal status has expanded considerably. It is believed that stomata are regulated by a complex multicomponent… More >

  • Open Access

    REVIEW

    Lignan Enhancement: An Updated Review on the Significance of Lignan and Its Improved Production in Crop Plants

    Ragini Singh1, Noushina Iqbal1,*, Shahid Umar1,*, Sayeed Ahmad2

    Phyton-International Journal of Experimental Botany, Vol.93, No.12, pp. 3237-3271, 2024, DOI:10.32604/phyton.2024.057189 - 31 December 2024

    Abstract Lignans are a prominent group of phenolic compounds ubiquitously present in the plant kingdom, playing a critical role in both plant physiology and human health. Structurally they are characterized by the dimerization of two phenylpropane units to attain diverse chemical configurations that contribute to their wide range of biological activities. In plants, lignans function primarily as defense molecules, protecting against pathogens, herbivores, and environmental stressors. These compounds also participate in plant growth regulation and lignification processes. From a nutritional and medicinal perspective, lignans are valued for their significant health benefits. They act as phytoestrogens,… More >

  • Open Access

    ARTICLE

    The Norwood with Blalock-Taussig-Thomas Shunt—Worth a Second Look?

    Manasa Gadiraju1,*, Dhaval Chauhan2, Alexandra Schray3, James E. O’Brien Jr.1,4, Edo Kwaku Setsoafia Bedzra1,4

    Congenital Heart Disease, Vol.19, No.5, pp. 435-443, 2024, DOI:10.32604/chd.2025.059705 - 31 December 2024

    Abstract Background: Shunt repair for the Norwood procedure with either the right ventricle to pulmonary artery shunt (RVPAS) or the modified Blalock-Taussig-Thomas Shunt (BTTS) varies by institution and surgeon preference. Shunt choice has been informed by landmark trials including the Single Ventricle Reconstruction trial and modern outcomes data may engender future complementary studies. Methods: We conducted a retrospective analysis of all patients who underwent the Norwood procedure from 2014–2022 at a single center to compare outcomes by shunt type. The primary outcome measure was freedom from death or transplant. Secondary outcome measures included hospital length of… More >

  • Open Access

    ARTICLE

    Hybrid Metaheuristic Lion and Firefly Optimization Algorithm with Chaotic Map for Substitution S-Box Design

    Arkan Kh Shakr Sabonchi*

    Journal of Information Hiding and Privacy Protection, Vol.6, pp. 21-45, 2024, DOI:10.32604/jihpp.2024.058954 - 31 December 2024

    Abstract Substitution boxes (S-boxes) are key components of symmetrical cryptosystems, acting as nonlinear substitution functions that hide the relationship between the encrypted text and input key. This confusion mechanism is vital for cryptographic security because it prevents attackers from intercepting the secret key by analyzing the encrypted text. Therefore, the S-box design is essential for the robustness of cryptographic systems, especially for the data encryption standard (DES) and advanced encryption standard (AES). This study focuses on the application of the firefly algorithm (FA) and metaheuristic lion optimization algorithm (LOA), thereby proposing a hybrid approach called the… More >

  • Open Access

    ARTICLE

    Unveiling the predictive power of bacterial response-related genes signature in hepatocellular carcinoma: with bioinformatics analyses and experimental approaches

    ATIEH POURBAGHERI-SIGAROODI1, MAJID MOMENY2, NIMA REZAEI3,4,5, FATEMEH FALLAH1,*, DAVOOD BASHASH6,*

    BIOCELL, Vol.48, No.12, pp. 1781-1804, 2024, DOI:10.32604/biocell.2024.055848 - 30 December 2024

    Abstract Background: Despite progress in therapeutic strategies, treatment failure in hepatocellular carcinoma (HCC) remains a major challenge, resulting in low survival rates. The presence of bacteria and the host’s immune response to bacteria can influence the pathogenesis and progression of HCC. We developed a risk model based on bacterial response-related genes (BRGs) using gene sets from molecular signature databases to identify new markers for predicting HCC outcomes and categorizing patients into different risk groups. Methods: The data from the Cancer Genome Atlas (TCGA) portal was retrieved, and differentially expressed BRGs were identified. Uni- and multivariate Cox… More >

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