IAR 2.0: An Algorithm for Refining Inconsistent Annotations for Time-Series Data Using Discriminative Classifiers by Einari Vaaras, Manu Airaksinen, Okko Rasanen

“…Unlike most existing label refinement approaches, IAR 2.0 offers a simpler yet effective solution for resolving ambiguities in training labels, working with real label noise on time-series data instead of synthetic label noise on image data. We demonstrate the effectiveness of our algorithm through five distinct classification tasks on two highly distinct data modalities. …”
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A 3D semantic segmentation network for accurate neuronal soma segmentation by Li Ma, Qi Zhong, Yezi Wang, Xiaoquan Yang, Qian Du

“…The proposed MSAW-based semantic segmentation network (MSAW-Net) was evaluated on three neuronal soma images from mouse brain and one neuronal soma image from macaque brain, demonstrating the efficiency of the proposed method. …”
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Non-target effects of ten essential oils on the egg parasitoid Trichogramma evanescens by van Oudenhove, Louise, Cazier, Aurélie, Fillaud, Marine, Lavoir, Anne-Violette, Fatnassi, Hicham, Perez, Guy, Calcagno, Vincent

“…Specific experimental setups were developed, and data obtained from image analysis were interpreted with phenomenological models fitted with Bayesian inference. …”
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Resnet-1DCNN-REA bearing fault diagnosis method based on multi-source and multi-modal information fusion by Xu Chen, Wenbing Chang, Yongxiang Li, Zhao He, Xiang Ma, Shenghan Zhou

“…Based on the fused signals, multimodal feature extraction was realized by integrating image features and time-frequency statistical information. …”
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Experimental Investigation on Organic Matter Orientation Characteristics of Terrestrial and Marine Shale in China by Dunqing Liu, Hongkui Ge, Yinhao Shen, Kui Zhang

“…In this study, terrestrial and marine shale samples were collected from three different shale plays in China, and the arrangement characteristics of OM grains in each sample were investigated by SEM (scanning electron microscope) image analysis. The results indicate that OM grains in shale are not evenly distributed in isotropic medium, and their directional alignment is pervasive in both marine and terrestrial shale. …”
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GENERATIVE ARTIFICIAL INTELLIGENCE VS HUMANS IN THE PROCESS OF CREATING CORPORATE IDENTITY ELEMENTS by Kateryna P. Osadcha, Maryna V. Osadcha

“…Thus, the vast majority of experts agreed that artificial intelligence tools for generating images and logos should be used in the process of creating corporate identity elements. …”
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Lipodystrophy among HIV-Infected Patients Attending Care and Treatment Clinics in Dar es Salaam by Marina Njelekela, Rose Mpembeni, Alfa Muhihi, Nzovu Ulenga, Eric Aris, Deodatus Kakoko

“…Lipodystrophy was associated with poor perception about own body image and decreased social interactions. Conclusions. …”
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Titanium Alloy Repair with Wire-Feed Electron Beam Additive Manufacturing Technology by P. Wanjara, K. Watanabe, C. de Formanoir, Q. Yang, C. Bescond, S. Godet, M. Brochu, K. Nezaki, J. Gholipour, P. Patnaik

“…To understand the geometrical distortion in the substrate, three-dimensional displacement mapping with digital image correlation was undertaken after refurbishment and postdeposition stress relief heat treatment. …”
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Three-Dimensional Multidetector CT for Anatomic Evaluation of Orbital Tumors by J. Matthew Debnam, Rory R. Mayer, Bita Esmaeli, Jeffrey S. Weinberg, Franco DeMonte, Nandita Guha-Thakurta

“…Intricate resection and complex reconstructive procedures often required for primary and metastatic orbital tumors are facilitated by accurate imaging. A three-dimensional (3D) image can be reconstructed from source axial multidetector computed tomography (MDCT) images to visualize orbital tumors. …”
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Identification and ranking of disadvantages of coopetition strategy in the healthcare supply chain: the mix of the thematic analysis and ordinal priority approach by Esmaeil Mazroui Nasrabadi, Zahra Sadeqi-Arani, Abolfazl Sadeqi-Arani

“…The statistical population was the health supply chain experts of Kashan, Aran and Bidgol cities.Findings: The results show 13 disadvantages under the title of loss of independence in decision-making, loss of opportunity to cooperate with others, increasing transaction cost, severe conflicts and patient delays, danger of losing control over resources, asymmetric access to resources, unethical partner behavior, profit disproportion, distortion of brand image due to conflict with competitors, information leakage, prioritizing your patients, risk of sending patients to others treatment places and fluctuations in positions and government decisions. …”
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Experimental Study on the Performance of Basalt Fiber Modified Pervious Concrete Based on Entropy Method by Wenhua Wang, Xiaojun Cheng, Jinzhong Zhu, Da Jiang, Hongliang Sun, Siyu Liu

“…In this paper, the basalt fiber was incorporated into pervious concrete, and the single factor control variable method was used to carry out the test of basalt fiber modified pervious concrete, and combined with the microstructure image, the influence law of different diameters, lengths, and dosages of basalt fibers on mechanical properties and pervious properties of pervious concrete were studied. …”
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Análisis morfométrico e índices corporales del capitán de la sabana by J. M. Moreno, F. A. Aguilar, N. S. Boada, J. A. Rojas, C. Prieto

“…La relación de aspecto de la aleta caudal se determinó mediante el software de análisis de imágenes ImageJ®. Se calculó el índice gonadosomático, hepatosomático y rendimiento en canal para cada pez. …”
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Optimized Naive-Bayes and Decision Tree Approaches for fMRI Smoking Cessation Classification by Amirhessam Tahmassebi, Amir H. Gandomi, Mieke H. J. Schulte, Anna E. Goudriaan, Simon Y. Foo, Anke Meyer-Baese

“…In this regard, the feature matrix was extracted from the image slices of brain employing voxel selection schemes and data reduction algorithms. …”
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Burning Rate Enhancement Analysis of End-Burning Solid Propellant Grains Based on X-Ray Real-Time Radiography by Wei Xianggeng, Bo Tao, Wang Pengbo, Ma Xinjian, Lou Yongchun, Chen Jian

“…Through image processing, the real-time burning rate of grain center line and the real-time cone angle are obtained. …”
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Efficient adsorptive removal of Congo Red dye using activated carbon derived from Spathodea campanulata flowers by Sujesh Sudarsan, Gokulakrishnan Murugesan, Thivaharan Varadavenkatesan, Ramesh Vinayagam, Raja Selvaraj

“…Field emission scanning electron microscopy (FESEM) image revealed an irregular, rough surface morphology pre-adsorption, which became smoother post-adsorption, indicating successful CR attachment. …”
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Bilateral Symptomatic Mucoid Degeneration of the Anterior Cruciate Ligament with Anterior Knee Pain but No Limited Knee Flexion by Koshiro Shimasaki, Tomokazu Yoshioka, Akihiro Kanamori, Masashi Yamazaki

“…Then, the AKP relapsed, this time with limitations in the ROM. Magnetic resonance imaging (MRI0 showed a diffuse, thickened ACL with a high inhomogeneous intensity in the T2-weighted and proton density weighted images and which looked similar to a celery stalk. …”
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Morphological Evidence for a Subpopulation Selection Effect by Estrogen and Antiestrogen Treatments in the Heterogeneous MCF-7 Cell Line by Jacqueline Palmari, France Wallet, Julien Berard, Yolande Berthois, Pierre Marie Martin, Christophe Dussert

“…Recently, we developed a method to quantitatively study tumour cell heterogeneity in terms of both nuclear size and estrogen receptor (ER) content by image cytometry. The method, previously used to analyse the proliferation of the breast cancer cell line MCF‐7, was applied here to analyse the growth of this cell line under estradiol (E2), hydroxytamoxifen (OH‐TAM), and both E2 and OH‐TAM treatments. …”
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Investigation of Digital Light Processing-Based 3D Printing for Optimized Tooling in Automotive and Electronics Sheet Metal Forming by Szabolcs Szalai, Brigitta Fruzsina Szívós, Vivien Nemes, György Szabó, Dmytro Kurhan, Mykola Sysyn, Szabolcs Fischer

“…Measurements using digital image correlation (DIC) revealed minimal wear and deformation, with tolerances consistently within IT 0.1 mm. …”
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Semantic segmentation of substation tools using an improved ICNet network by Guozhong Liu, Qiongping Tang, Changnian Lin, An Xu, Chonglong Lin, Hao Meng, Mengyu Ruan, Wei Jin

“…To improve the accuracy and real-time performance of semantic segmentation of substation operation and maintenance tools, we have proposed an improved, light-weight, real-time, semantic segmentation network based on an efficient image cascade network architecture (ICNet). The network uses multiscale branches and cascaded feature fusion units to extract rich multilevel features. …”
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Bayesian deep learning applied to diabetic retinopathy with uncertainty quantification by Masoud Muhammed Hassan, Halbast Rashid Ismail

“…Deep Learning (DL) has significantly contributed to the field of medical imaging in recent years, leading to advancements in disease diagnosis and treatment. …”
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