Application of heteroduplex analysis for CALR mutation screening detection in patients with Ph-myeloproliferative neoplasms by T. N. Subbotina, D. V. Kurochkin, I. E. Maslyukova, A. S. Khazieva, E. V. Vasiliev, M. A. Mikhalev, E. A. Dunaeva, K. O. Mironov

“…The proposed variant of the heteroduplex analysis with separation of the PCR product by electrophoresis on non-denaturing PAGE can be recommended for use as the preliminary screening test which is carried out before the confirming sequencing methods for the different indels (or combinations thereof) CALR mutations determine.The presence of heteroduplexes indicates the presence of a mutation, even if the mutant product is not visualized (in case of small mutations).…”
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An effective Key Frame Extraction technique based on Feature Fusion and Fuzzy-C means clustering with Artificial Hummingbird by Sumandeep Kaur, Lakhwinder Kaur, Madan Lal

“…This study proposes a key frame extraction method from a video that (i) first removes insignificant frames by pre-processing, (ii) second, four visual and structural feature differences among the consecutive frames are extracted and aggregated to identify informative frames, (iii) third, to cluster the obtained frames, a hybrid FCM-AHA method is proposed by combining Fuzzy C-means(FCM) with artificial hummingbird optimization algorithm (AHA) to circumvent the local minima trapping problem of FCM, and finally, from each cluster, the two frames having greatest Euclidean distance from all the other frames within a cluster is selected as key frames to remove redundant frames. …”
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A reversible and robust hybrid image steganography framework using radon transform and integer lifting wavelet transform by B. M. El-den, Walid Raslan

“…Compared to existing techniques, the proposed framework demonstrates significant improvements in embedding capacity, robustness, and visual fidelity. This method holds great promise for secure data hiding in applications such as secure communication, medical imaging, and digital watermarking, where data integrity and confidentiality are critical.…”
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VBI-Accelerated FPGA Implementation of Autonomous Image Dehazing: Leveraging the Vertical Blanking Interval for Haze-Aware Local Image Blending by Dat Ngo, Jeonghyeon Son, Bongsoon Kang

“…Existing dehazing algorithms often prioritize visual quality and color restoration but rely on computationally intensive methods, making them unsuitable for real-time processing. …”
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Development of Algorithm of Surgical Treatment Choice in Patients with Cataract and Asteroid Hyalosis by S. A. Korotkikh, A. G. Grinev, M. B. Sviridova, A. M. Danilov

“…All operations were performed with the help of ophthalmic systems Infinity Vision System (Alcon, USA) and Constellation Vision System (Alcon, USA).Results: in the first day after the operation, all patients noted improvement in visual acuity and quality of life, but more significant improvement was noted in patients of the first and second groups.Conclusion: analysis of the results of surgical treatment, questionnaire survey, preoperative diagnosis allowed to develop an algorithm for choosing the method of surgical treatment in patients with cataract and asteroid hyalosis, taking into account the state of PHM.…”
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Analyzing the Economic Performance of a TLS-Based Structural Safety Diagnosis Process by Taewan Kim, Kyungsoo Wee, Namhyuk Ham, Jae-jun Kim

“…The analysis of three real-world projects revealed that the TLS-based 3D scanning reverse modeling method reduces total project costs—including survey duration, labor input, as well as service and waiting costs—by about 80–89% compared to the visual inspection method. …”
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Differential diagnosis of prosopalgia of dental patients by R. A. Mikhailik, T. A. Lopushanskaya, A. V. Tsimbalistov, N. A. Ogrina

“…Clinical methods of examination, palpation, assessment of the intensity pain manifestations using a visual analog scale of pain, clinical index Helkimo. …”
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Panchromatic and Hyperspectral Image Fusion Using Ratio Residual Attention Networks by Fengxiang Xu, Nan Zhang, Zhenxiang Chen, Peiran Peng, Tingfa Xu

“…Experimental results demonstrate that, when evaluated on the EO-1 and Chikusei datasets, the proposed method outperforms other methods in terms of both visual quality and quantitative metrics, particularly in spatial detail clarity and spectral fidelity. …”
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MCRNet: Underwater image enhancement using multi-color space residual network by Ningwei Qin, Junjun Wu, Xilin Liu, Zeqin Lin, Zhifeng Wang

“…Consequently, our method outperforms state-of-the-art methods in both subjective visual comparison and objective evaluation metrics.…”
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Prerequisites defining the trajectory of creative thinking by M. K. Suyundikova, E. O. Zhumataeva, M. M. Suyundikov, E. I. Snopkova

“…The phenomenological method was employed to understand the process of creative thinking. …”
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Deep-Reticular Pseudodrusen-Net: A 3-Dimensional Deep Network for Detection of Reticular Pseudodrusen on OCT Scans by Amr Elsawy, PhD, Tiarnan D.L. Keenan, PhD, MD, Alisa T. Thavikulwat, MD, Amy Lu, MD, Sunil Bellur, MD, Souvick Mukherjee, PhD, Elvira Agron, MS, Qingyu Chen, PhD, Emily Y. Chew, MD, Zhiyong Lu, PhD

“…Objective: To propose Deep-RPD-Net, a 3-dimensional deep learning network with semisupervised learning (SSL) for the detection of reticular pseudodrusen (RPD) on spectral-domain OCT scans, explain its decision-making, and compare it with baseline methods. Design: Deep learning model development. …”
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How to assess a university campus planning — a case study based on students’ spatio-temporal behavior by Weiwei Wang, Feng Zhen, Yang Cao, Yuyao Wang, Yagen Ou

“…The results indicate that, in addition to significant advantages in reliability, accuracy, and comprehensive judgment, the proposed method can visually reflect specific issues existing within tangible campus spaces and their impact on student behavior. …”
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Indentation measurement of thin plates using 3D digital image correlation and experimental validation by Juan-Antonio Almazán-Lázaro, Elías López-Alba, Francisco-Alberto Díaz-Garrido

“…Due to the setup limitations of conventional techniques for visually measuring indentations, the method presented here enables the measurement of displacement by processing the data from the opposite surface. …”
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Quantification of Motor Learning in Hand Adjustability Movements: An Evaluation Variable for Discriminant Cognitive Decline by Kazuya Toshima, Yu Chokki, Toshiaki Wasaka, Tsukasa Tamaru, Yoshifumi Morita

“…Method: To evaluate motor learning through dexterous hand movements, we utilized the iWakka device. …”
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Multifeatured Image Retrieval Techniques Based on Partial Differential Equations for Online Shopping by Jiaohui Yu

“…This paper is based on the partial differential equation to do the following research: Based on the partial differential equation is a kind of equation that simulates the human visual perception system to analyze images; based on the summary of the advantages and disadvantages of multifeature image retrieval technology, we propose a multifeature image retrieval technology method based on the partial differential equation to alleviate the indexing imbalance caused by the mismatch of multifeature image retrieval technology distribution. …”
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Enhanced DWT for Denoising Heartbeat Signal in Non-Invasive Detection by Peibin Zhu, Lei Feng, Kaimin Yu, Yuanfang Zhang, Wen Chen, Jianzhong Hao

“…Furthermore, we validate the effectiveness of the enhanced DWT method by visualizing and comparing the denoising results of heartbeat signals monitored by fiber-optic micro-vibration sensors against those obtained using other denoising methods. …”
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An efficient post-processing adaptive filtering technique to rectifying the flickering effects. by Anudeep Gandam, Jagroop Singh Sidhu, Sahil Verma, N Z Jhanjhi, Anand Nayyar, Mohamed Abouhawwash, Yunyoung Nam

“…This paper focuses on an efficient pre-and post-processing technique (PP-AFT) to address and rectify the problems of quantization error, ringing, blocking artifact, and flickering effect, which significantly degrade the visual quality of video frames. The PP-AFT method differentiates the blocked images or frames using activity function into different regions and developed adaptive filters as per the classified region. …”
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Medical image classification by incorporating clinical variables and learned features by Jiahui Liu, Xiaohao Cai, Mahesan Niranjan

“…Unlike most existing deep neural network models that only consider single-pixel information, our method captures a more comprehensive view. Our method contains two main steps and is effective in tackling the extra challenge raised by the scarcity of medical data. …”
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Determination of the Volume of Unboiled Arecanut Kernels using Image Processing by Salunke Ajit, Honnungar Sunilkumar, Vadivel Arunachalam

“…The research findings disclosed an average difference of 2.67% between volume estimations by image processing and the water displacement method. The paired t-test results revealed no significant difference (P >0.05) between the volumes obtained from the two methods. …”
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DNA Profiling in Forensic Dentistry: A Review by Sukhpal Kaur, Tejveer Singh, Amandeep Kainth, Manbir Kainth, Amritpal Kaur, Sankalp Bansal

“…In forensic investigations commonly the individuals are identified using various methods, such as visual identification method by a family member, personal information, medical information, footprint records, dental records, clothing, and fingerprints. …”
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