Rolling Bearing Fault Diagnosis Based on STFT-Deep Learning and Sound Signals by Hongmei Liu, Lianfeng Li, Jian Ma

“…Stacked sparse autoencoders or other deep architectures have shown excellent performance in speech recognition, face recognition, text classification, image recognition, and other application domains. …”
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Investigation of the Role of Machine Learning and Deep Learning in Improving Clinical Decision Making for Musculoskeletal Rehabilitation by Madhu Yadav, Pushpendra Kumar Verma, Sumaiya Ansari

“…In this investigation, we explore the various applications of machine learning and deep learning in musculoskeletal rehabilitation, including image analysis, predictive modelling, and decision support systems. …”
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Brain lesion MRI and co-related MRS spectroscopy datasetMendeley Data by Sura Riyadh Saleh, Suhad A. Yousif, Israa Qader Ahmed

“…To fulfil this necessity, several image types and modalities should be collected. This dataset includes MRI (Magnetic Resonance Imaging) with three modalities T2-FLAIR, T1-weighted pre- and post-contrast along with Magnetic Resonance Spectroscopy (MRS) scans for 55 patients. …”
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LA COMPRÉHENSION DE LA RELATION TEXTE – MUSIQUE DANS LADY MACBETH DU DISTRICT DE MTSENSK DE DMITRI CHOSTAKOVITCH by Valentina TOMA

“…Thus, the hermeneutic research implies also elements of rhetoric, one of these elements being pars pro toto, based on the principle of “unity between selection and combination in the formation of the basic image: as a part which will represent the whole (…)” Knowing all this, we have insisted only on a limited number of musical examples extracted from the original score, which are relevant from the point of view of the relationship between text and music. …”
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The management of body dysmorphic disorder in adolescents: A systematic literature review by Ghosh Tania, Blair Erik

“…These included inquiry into mental health professionals’ perspectives, a review of the rate of remission rates, and research into the extent to which schools can influence adolescents’ ideas about body image. The significance of BDD is not reflected in the current literature base. …”
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Utilizing FRET-based Biosensors to Measure Cellular Phosphate Levels in Mycorrhizal Roots of Brachypodium distachyon by Shiqi Zhang, Lucas Jurgensen, Maria Harrison

“…With the evolution of quantitative imaging with confocal microscopy, particularly the use of genetically encoded fluorescent sensors, live imaging of intracellular Pi concentrations is now achievable. …”
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Advancements in Nanomedicine for the Diagnosis and Treatment of Kidney Stones by Wang Y, Yang J, Amier Y, Yuan D, Xun Y, Yu X

“…Furthermore, contrast agents developed from these materials can improve the signal-to-noise ratio and enhance image clarity. By mitigating oxidative stress-induced cellular damage, nanomaterials can inhibit the formation of kidney stones and enhance the efficacy of drug delivery as effective carriers. …”
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Engaged by the Revolution: the Lepsis Chekist family in Vyatka (1919) by A. S. Pozdnyakova

“…In conclusion, the author emphasizes that the study of the Lepsis family makes it possible to reconstruct the image of a Soviet person, to get to the problems of gender history.…”
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Edge Detection via Edge-Strength Estimation Using Fuzzy Reasoning and Optimal Threshold Selection Using Particle Swarm Optimization by Ajay Khunteta, D. Ghosh

“…An edge is a set of connected pixels lying on the boundary between two regions in an image that differs in pixel intensity. Accordingly, several gradient-based edge detectors have been developed that are based on measuring local changes in gray value; a pixel is declared to be an edge pixel if the change is significant. …”
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Offline English Handwritten Character Recognition using Sequential Convolutional Neural Network by Muhammad Iqbal, Muniba Humayun, Raheel Siddiqi, Christopher J. Harrison, Muneeb Abid Malik

“… Handwritten Character recognition falls under the domain of image classification that has been under research for years. …”
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Analyzing Psychological Operations: A Case Study of Indo-Pak Hostility (2010-2024) by Jannat Naseeb

“…These include media and publications, support for separatist movements, counter-propaganda initiatives, and deception operations—all aimed at undermining Pakistan’s global image and influencing the international community. …”
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Facial expression recognition using singular values and wavelet‐based LGC‐HD operator by Durga G. Rao Kola, Srinivas K. Samayamantula

“…Second, the singular values of the facial image are calculated by applying singular value decomposition and these are used as features. …”
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Cross refinement network with edge detection for salient object detection by Junjiang Xiang, Xiao Hu, Jiayu Ding, Xiangyue Tan, Jiaxin Yang

“…Abstract Salient object detection aims to identify the most attractive objects from images. However, their boundaries are typically of poor quality when predicted using available methods. …”
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A Cloud Detection System for UAV Sense and Avoid: Analysis of a Monocular Approach in Simulation and Flight Tests by Adrian Dudek, Peter Stütz

“…The described workflow is based on parallelized detection, tracking and triangulation of features with prior segmentation of clouds in the image. As output, the system generates a cloud occupancy grid of the aircraft’s vicinity, which can be used for cloud avoidance calculations afterwards. …”
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Mechanisms of cage noise generation in machine tool bearings by Kazuho Takeshima, Keisuke Mutoh, Kenji Imanishi, Shunichi Oshima

“…Therefore, in this study, we utilized a high-speed camera system to conduct visualization tests on cage behavior in grease-lubricated angular contact ball bearings used in machine tools. Through detailed image-processing of the results, we identified specific behaviors associated with cage noise. …”
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Neurofibromatosis type 1 or Von Recklinghausen's disease. A case report by Marisleidy Denis Rodríguez, Miguel Alejandro Pulido Gutiérrez, Thaimi Conde Cueto, Luis Omar López Hurtado

“…On physical examination, Lisch nodules were found in the thickness of the iris of the left eye. Imaging studies revealed several hyperintense nodular lesions on T2 and FLAIR, at the level of the internal and external bilateral and left ventricular capsule, the largest measuring 20 x 11 mm, as well as a hypointense image at the level of the left optic nerve, measuring 7 mm. …”
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Visual–Inertial Autonomous UAV Navigation in Complex Illumination and Highly Cluttered Under-Canopy Environments by Leyang Zhao, Weixi Wang, Qizhi He, Li Yan, Xiaoming Li

“…This paper introduces a UAV autonomous navigation method specifically designed for under-canopy environments. Initially, image enhancement techniques are integrated with neural network-based visual feature extraction. …”
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Unsupervised Text Embedding Space Generation Using Generative Adversarial Networks for Text Synthesis by Jun-Min Lee, Tae-Bin Ha

“…Although GAN application to image synthesis is extensively studied, it has inherent limitations to natural language generation. …”
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The Experience of Emotional Distancing in the Management of Compulsive Hoarding: A Visual Methods Approach Using the “Hoard” Acronym Tool by Colin Jones, Satwant Singh

“…Three key themes emerged from the data: The evocative power of the image, Images as monitoring tools and verifying and validating the hoarding problem.This particular methodological approach is beneficial in generating valuable narrative for self-reflection.…”
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Perfectionism as an expected job seekers’ social quality in online recruitment by Yu. A. Filyasova

“…Perfectionismт is viewed by employers as an idealistic image of a worker and is referred to three fields: professional activities, personality and communication. …”
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