Deciphering plant transcriptomes: Leveraging machine learning for deeper insights by Bahman Panahi, Rasmieh Hamid, Hossein Mohammad Zadeh Jalaly

“…This review addresses the integration of machine learning (ML) techniques in plant transcriptomics and emphasizes their potential to transform data analysis and interpretation. We analyzed different ML methods and their applications in the identification of differentially expressed genes (DEGs), the elucidation of functional annotations and the reconstruction of regulatory networks. …”
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Evaluation of Dose Calculation Algorithms Accuracy for ISOgray Treatment Planning System in Motorized Wedged Treatment Fields by Sajjad Raghavi, Hamid-Reza Sadoughi, Mohammad Ehsan Ravari, Marziyeh Behmadi

“…Background: Different dose calculation methods vary in accuracy and speed. …”
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THE USE OF GAME ELEMENTS IN TELEVISION PROGRAMS by Krystina Chorna

“…Game is described as a method that allows for narrowing the gap between the host and the audience. …”
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Channel component correlation analysis for multi-channel EEG feature component extraction by Wenqiang Yan, Wenqiang Yan, Qi Luo, Chenghang Du

“…Firstly, empirical wavelet transform (EWT) decomposed each channel signal into different frequency bands, and reconstructed them into a multi-dimensional signal. …”
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Leveraging artificial intelligence for diagnosis of children autism through facial expressions by Mahmood A. Mahmood, Leila Jamel, Nazik Alturki, Medhat A. Tawfeek

“…The ViT-ResNet152 model’s convolutional and transformer processing elements worked together to improve the accuracy of the diagnosis to 91.33% and make it better at finding different cases of autism spectrum disorder (ASD).The research outcomes demonstrate that AI tools show promise for delivering highly precise and standardized methods to detect ASD at an early stage. …”
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Robust Color Image Encryption Scheme Based on RSA via DCT by Using an Advanced Logic Design Approach by Khalid Kadhim Jabbar, Fahmi Ghozzi, Ahmed Fakhfakh

“…Moreover, the number and complexity of those keys will change each time the image is changed, and this represents the contribution of the proposed method. They experienced no time loss throughout the encryption and decryption processes when using RLG, which indicates that the proposed system did a good job in making different keys from the same image. …”
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Detection of Delamination in Laminate Wind Turbine Blades Using One-Dimensional Wavelet Analysis of Modal Responses by Łukasz Doliński, Marek Krawczuk, Arkadiusz Żak

“…The proposed method is based on the one-dimensional continuous wavelet transform of vibration parameters of a wind turbine blade. …”
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Exactly solvable floquet dynamics for conformal field theories in dimensions greater than two by Diptarka Das, Sumit R. Das, Arnab Kundu, Krishnendu Sengupta

“…The resulting time evolution can be then calculated by performing appropriate conformal transformations. For d ≤ 3 we show that the transformations can be easily obtained in a quaternion formalism. …”
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Variational Autoencoder-Based Multiobjective Topology Optimization of Electrical Machines Using Vector Graphics by Michael Heroth, Helmut C. Schmid, Magda Gregorova, Rainer Herrler, Wilfried Hofmann

“…The optimization results show that a sharp boundary is formed in the combined Pareto front of different rotor topologies. The validation results demonstrate that this novel method delivers results comparable to those of current techniques.…”
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Changes in objective characteristics in brain electrical activity in newborns as a function of birth weight by Anastasiya E. Runnova, Yuliya A. Zhuravleva, Evgeniy N. Egorov, Evgeniya E. Drozhdeva

“…Oscillatory patterns were calculated for each EEG channel based on the continuous wavelet transform method. Statistical estimations of the number and duration of oscillatory patterns developing in different EEG frequency ranges were performed. …”
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Degrowth or barbarism? An exploration of four circular futures for 2050 by Martin Calisto Friant, Martin Calisto Friant, Walter J. V. Vermeulen, Roberta Salomone

“…There are many competing visions regarding what a circular economy transition entails and how it would transform our social, economic, environmental, technological, and political systems. …”
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Research on Rock Fracture Surface Morphology Characterization under Brazilian Test by Zhigang Feng, Xuezai Pan, Guoxing Dai, Hongguang Liu

“…Finally, modulus maximum method of wavelet transform, including a new defined power algorithm and signal to noise ratio, and fractal variation method are used to determine the differences in rock fracture surfaces’ morphology characterization under different loading directions and rates. …”
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Correlation analysis of upper limb muscle activation in the frequency domain in wheelchair fencers by Monika Błaszczyszyn, Katarzyna Piechota, Zbigniew Borysiuk, Krzysztof Kręcisz, Dariusz Zmarzły

“…The aim of the study was to investigate neuromuscular conduction in wheelchair fencers using the EMG signal from their upper limb muscles.MethodsWavelet transform analysis was used to examine the biosignals. …”
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Wavelet deep unfolding network for iterative stripe noise removal in wideband microwave imaging system for EMS localization by Yanju Zhu, Zihan Zhao

“…To solve this problem, an innovative wavelet deep unfolding network from the perspective of the transform domain is presented in this paper. The network fully considers the inherent characteristics of stripe noise and the complementary information between the coefficients of different wavelet sub-bands to accurately estimate stripe noise while minimizing computational cost. …”
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Green synthesis of ZnO nanoparticles from the extract of Cymbopogon olivieri and investigation of their antimicrobial and anticancer effects by Fahimeh Golzarnezhad, Maryam Allahdou, Leila Mehravaran, Salehe Naderi

“…Abstract NPs synthesized via biological methods play an important role in modern medicine. …”
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Cloning and Optimization of Formate Dehydrogenase Gene Expression in E. COLI by Mohammad Reza Hajizadeh, Amir Mohammad Jafari Kakhki, Mahboubeh Nabavinia, Maryam Sadat Nabavinia

“…The Formate-dehydrogenase enzyme gene was inserted into the pET28b vector, and the recombinant plasmid was used to transform E.coli.  To enhance protein expression, a Taguchi experimental design was conducted to investigate the effects of temperature, inducer concentration, and type of culture medium type on protein expression levels at two different levels. …”
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Plant-based chitosan for the development of biodegradable packaging materials by Adity Bahndral, Rafeeya Shams, Pintu Choudhary

“…It can be utilised for different purposes in these fields. This review primarily emphasizes the extraction of chitin from mushrooms and various fungal sources, comparing different extraction methods and chitosan-based materials fabrication techniques. …”
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Development and characterization of novel magnesium oxide nanoparticle-impregnated chitosan-based guided tissue regeneration membrane – An in vitro study by Johnisha Harris, Kaarthikeyan Gurumoorthy

“…This study aims to explore further and develop a membrane that might overcome these limitations and aid in bone regeneration for the treatment of bony defects. Materials and Methods: Magnesium oxide nanoparticles (MgONPs) were prepared from magnesium nitrate prepared by calcination at different temperatures and dried using filter paper under specific temperature. …”
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Effect of cavity depth on degree of conversion and microhardness of low-shrinkage resin composites by Seda Gömleksiz, Oğuzhan Gömleksiz

“…Abstract Background The study aimed to investigate the effect of different cavity depths on the degree of conversion (DC) and surface microhardness (MH) of low-shrinkage resin composites. …”
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Low-cost and high-efficiency automated tensiometer for real-time irrigation monitoring by Arthur C. Sanches, Christopher de O. Alves, Fernanda L. F. de Jesus, Fagner L. Theodoro, Thiago A. C. da Cruz, Eder P. Gomes

“…Pressure transducers and a microcontroller were used to assimilate the pressure inside tensiometers and transform it into readings of soil water matric potential (Ψm). …”
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