Revolutionizing prostate cancer diagnosis: Unleashing the potential of an optimized deep belief network for accurate Gleason grading in histological images by S. Angel Latha Mary, S. Siva Subramanian, G. Priyanka, T. Vijayakumar, Suganthi Alagumalai

“…However, evaluating these sorts of images is difficult and time-consuming, requiring histopathological image recognition as the most reliable method for treating PC because of its distinct visual characteristics. …”
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IDENTIFICATION OF ELEMENTAL AND ISOTOPIC ZONING AND SECTORIALITY OF LARGE CRYSTALS OF MINERALS USING NEUTRON RADIOGRAPHY by V.I. Popova

“…Some crystals with visible zoning show the higher amount of zones and sectorial composition. The method allows identification of heterogeneous structure and composition of the large crystals of minerals (up to 1-15 cm in size) and may be applied in science and industry.…”
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Effects of subliminal emotional facial expressions on language comprehension as revealed by event-related brain potentials by Miguel Rubianes, Laura Jiménez-Ortega, Francisco Muñoz, Linda Drijvers, Tatiana Almeida-Rivera, José Sánchez-García, Sabela Fondevila, Pilar Casado, Manuel Martín-Loeches

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Prevalence, satisfaction and preference of tooth shades and their correlation with age, gender and skin shade: A cross sectional study [version 2; peer review: 1 approved, 2 approv... by Vignesh Kamath, Ann Sales, Sandipan Mukherjee, Puneeth Hegde, Sharon Saldanha, Mahesh M, Umesh Pai, Shobha Rodrigues, Thilak Shetty, Alisha Ono, Srikant Natarajan, Tanay Chawda, Prashanth Bajantri

“…Methods A total of 120 participants, 60 males and 60 females, categorized into four age (n=15): groups 20-30, 30-40, 40-50, & 50-60 yrs were recruited randomly and evaluated visually using the VITA 3D Master in the study. …”
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Teachers’ barriers in implementing the revised curriculum for deaf learners: The case of two special schools in Northern Namibia by Isidor Haufiku, Hilya Tulipomwene Shuulinawa Nghitoolwa, James Abah

“…Participants were selected using the total population sampling method and data were collected using a questionnaire and focus group discussion. …”
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Unsupervised Domain Adaptation for SAR Ship Detection Based on Multitask Decoupling by Yirong Yang, Xi Yang, Dong Yang

“…Facing the challenge, we propose an unsupervised domain adaptation method for SAR ship detection based on multitask decoupling, which leverages data annotated with optical images instead of SAR annotations. …”
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Sensitive and specific peak detection for SELDI-TOF mass spectrometry using a wavelet/neural-network based approach. by Vincent A Emanuele, Gitika Panicker, Brian M Gurbaxani, Jin-Mann S Lin, Elizabeth R Unger

“…The method shows promise in addressing the ongoing SELDI reproducibility issues.…”
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Three-Dimensional Weld Pool Monitoring and Penetration State Recognition for Variable-Gap Keyhole Tungsten Inert Gas Welding Based on Stereo Vision by Zishun Wang, Yonghua Shi, Yanxin Cui, Wenqian Yan

“…Compared to arc voltage sensing and acoustic signal sensing, visual sensing is a method capable of obtaining the three-dimensional geometric features of the weld pool. …”
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Numerical statistical analysis on self-organizing behavior of microfracturing events in rock failure by Houquan Zhang, Hao Shi, Yu Wu, Hai Pu

“…Through the analysis of the frequency and size of damaged element groups by rescaled range analysis method, the time series of microfracturing events exhibits the self-similar scale-invariant properties. …”
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Interpretable Dual-Channel Convolutional Neural Networks for Lithology Identification Based on Multisource Remote Sensing Data by Sijian Wu, Yue Liu

“…SHAP, as an interpretable method, was subsequently used to visualize the value and tendency of feature contribution. …”
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Interpretable capsule networks via self attention routing on spatially invariant feature surfaces by Peizhang Li, Jiyuan Ru, Qing Fei, Zhen Chen, Bo Wang

“…Furthermore, comparative analyses with existing visual interpretability method underscore the enhanced interpretability of SISA-CapsNet.…”
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Radiological Coronavirus Disease 2019 Findings in Chest Imaging Techniques: An Update of Current Evidence by Abdulrahman Mohammed Hakami, Mohammed Hassan Altubayqi, Tahani Hassan Altubayqi, Eman Adel Refaei, Maram Abdullah Sayegh, Alyaj A. Hakami, Matrah Ghazwani, Ahmed I. Sayed, Luai Alhazmi, Faisal Hassan Tobeigei

“…Moreover, according to recent studies, chest magnetic resonance imaging is a viable alternative to chest CT in visualizing typical features. In addition, positron emission tomography imaging has been used in a few investigations; however, due to its low sensitivity for diagnosing COVID-19 infection, it is not regarded as a first-line investigative method.…”
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Reconstructing higher-resolution four-dimensional time-varying volumetric data by Ji Ma, Jinjin Chen

“…The experimental results show that our method outperforms the compared state-of-the-art techniques.…”
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UAV High-Speed Target Reconnaissance and Deblurring by Zhaoqi Hou, Zhen Zheng, Yiqing Gu, Chuanhao Zhang, Haojie Li

“…To address the imaging blur issue in high-speed dynamic scenarios and enhance the visual quality of enemy target imagery, this study proposes a blurred image restoration method based on reconnaissance imaging models. …”
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The Role of Electrical Stimulation in Management of Retinal and Optic Nerve Degenerative and Dystrophic Disorders. Literature Review by L. S. Pateyuk, A. K. Drakon, V. M. Sheludchenko, N. B. Korchazhkina

“…Electrophthalmostimulation is a modern method of physical treatment of patients with diseases of the retina and optic nerve of a degenerative-dystrophic nature. …”
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IMU-aided adaptive mesh-grid based video motion deblurring by Ahmet Arslan, Gokhan Koray Gultekin, Afsar Saranli

“…Motion blur is a problem that degrades the visual quality of images for human perception and also challenges computer vision tasks. …”
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Transmit and Receive Diversity in MIMO Quantum Communication for High-Fidelity Video Transmission by Udara Jayasinghe, Prabhath Samarathunga, Thanuj Fernando, Anil Fernando

“…The proposed method converts compressed videos into classical bitstreams, which are then channel-encoded and quantum-encoded into qubit superposition states. …”
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Autonomous Quadrotor Path Planning Through Deep Reinforcement Learning With Monocular Depth Estimation by Mahdi Shahbazi Khojasteh, Armin Salimi-Badr

“…This paper proposes a path-planning approach based on deep reinforcement learning for a quadrotor equipped with only a monocular camera. The proposed method employs a two-stage structure comprising a depth estimation and a decision-making module. …”
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IDENTIFICATION OF PHYSIOLOGICAL AND PSYCHOLOGICAL CHANGES DURING MENOPAUSE IN BIREUEN DISTRICT, ACEH PROVINCE by Irma Fitria, Dewi Maritalia, Herrywati Tambunan

“…The research method is descriptive survey research, the population is all menopausal women who live in Bireuen Regency. …”
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Polish-Ukrainian cultural and historical relations in contemporary Ukrainian poster by Budnyk Andrii

“…The historical and comparative method, the method of art historical analysis and synthesis were used, which allowed to determine the place of the poster in the formation of public opinion, to highlight the features of the visual language of the modern poster, to demonstrate the ability of the poster to introduce established concepts into a new context and to generate new ones, conditioned by the times. …”
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