Food Waste Detection in Canteen Plates Using YOLOv11 by João Ferreira, Paulino Cerqueira, Jorge Ribeiro

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Secretory breast carcinoma in adulthood: A case report with literature review by Ivković-Kapicl Tatjana, Vicko Ferenc, Popović Lazar, Đilas Dragana, Lakić Tanja

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Classification of tomato leaf disease using Transductive Long Short-Term Memory with an attention mechanism by Aarthi Chelladurai, D.P. Manoj Kumar, S. S. Askar, Mohamed Abouhawwash, Mohamed Abouhawwash

“…Tomatoes are considered one of the most valuable vegetables around the world due to their usage and minimal harvesting period. …”
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Registration of Aerial Images and LiDAR Point Clouds by Exploiting Global–Local Geometric Constraints of Buildings by Wen Li, Min Chen, Meixi Huang, Han Hu, Tong Fang, Xuming Ge, Qing Zhu, Bo Xu, Gui Gao

“…Furthermore, to coarsely align MPS and ALS, line segments are extracted and matched with the local constraints of corresponding building instances. …”
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Beyond Full Labels: Energy-Double-Guided Single-Point Prompt for Infrared Small Target Label Generation by Shuai Yuan, Hanlin Qin, Renke Kou, Xiang Yan, Zechuan Li, Chenxu Peng, Dongliang Wu, Huixin Zhou

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Incidence, Histopathological Pattern, and Predictors of Non-Diabetic Renal Disease in Type 2 Diabetes Mellitus by Aabid Hussain, Rayees Sheikh, Murtaza Pala, Manzoor Parry

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An Enhanced and Unsupervised Siamese Network With Superpixel-Guided Learning for Change Detection in Heterogeneous Remote Sensing Images by Zhiyuan Ji, Xueqian Wang, Zhihao Wang, Gang Li

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Recurrence of Primary Glomerular Diseases After Kidney Transplantation: Incidence, Predictors, Characteristics and Treatment by Maurizio Salvadori, Giuseppina Rosso

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SegAN for Recognition of Caries From 2D-Panoramic X-Ray Images by Parvathaneni Naga Srinivasu, Gorli L. Aruna Kumari, D. Jaya Kumari, Paolo Barsocchi, Akash Kumar Bhoi

“…On the other hand, the discriminator ensures that the output matches realistic segmentation patterns. The SegAN model efficiently handles the local and global contextual information for precise segmentation by considering Pixel-Wise and structural loss measures that assist in better segmentation of complex structures. …”
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Channel preferences: Unveiling omnichannel behavior in sports and leisure product purchases by Nagy Akos, Kemeny Ildiko, Szucs Krisztian

“…The aim of this research was to develop a predictive model of omnichannel purchase behaviour and use its results to identify customer segments in the so far under-researched sports and leisure category, where the key decision factor of NFT seems to dominate when considering information and purchase options. …”
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Models, systems, networks in economics, engineering, nature and society by V.V. Khryashchev, A.L. Priorov, N.V. Kotov, K.I. Malygin

“…A significant superiority of neural network segmentation algorithms over classical approaches and algorithms was demonstrated. …”

One Disease, but Different Names: Fuchs’ Superficial Marginal Keratitis and Terrien Marginal Degeneration by I. A. Riks, S. V. Trufanov, Yu. S. Astakhov, M. Ezugbaya, S. S. Papanyan, E. I. Akopov

“…The following methods were used for diagnostics: confocal microscopy,  optical coherence tomography of the anterior segment, keratotopography. Results. A survey of 40 patients revealed many common clinical signs of two previously considered separate diseases. …”
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Trimodal machine learning based biometrics system by Maciej Szymkowski, Khalid Saeed

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Non-invasive ML methods for diagnosis of congenital heart disease associated with pulmonary arterial hypertension by Yuyang Gao, Pengyue Ma, Jiahua Pan, Hongbo Yang, Tao Guo, Weilian Wang

“…Pre-processing in both algorithms focuses on segmentation of heart sounds into discrete cardiac cycles. …”
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Exploring Transfer Learning for Anthropogenic Geomorphic Feature Extraction from Land Surface Parameters Using UNet by Aaron E. Maxwell, Sarah Farhadpour, Muhammad Ali

“…More specifically, ImageNet-based parameters should be considered as an initialization state for the encoder component of semantic segmentation architectures applied to anthropogenic geomorphic feature extraction even when using non-RGB image-based predictor variables, such as LSPs. …”
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Kidney sparing surgery versus radical nephroureterectomy in upper tract urothelial carcinoma: a meta-analysis and systematic review by Leqing Zhou, Chuyang Huang, Sheng Sun, Keping Ning, Shan Tang

“…Similar results were found in subgroup analyses comparing segmental urethrectomy (SU) with RNU. In the comparison between the endoscopic management (EM) and RNU groups, EM was associated with worse overall survival outcomes (HR,1.40; 95%CI,1.08-1.82; P=0.01) based on multivariable Cox regression analysis, and the upper tract recurrence rate (OR,39.06; 95%CI, 14.55-104.85; P<0.00001) was significantly higher in the EM group. …”
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Estimating Household Green Space in Composite Residential Community Solely Using Drone Oblique Photography by Meiqi Kang, Kaiyi Song, Xiaohan Liao, Jiayuan Lin

“…The YOLACT (You Only Look At Coefficients) instance segmentation model was used to recognize balconies from the facade images of high-rise buildings to determine their household numbers. …”
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Farmers’ preferred traits, production constraints, and adoption factors of improved maize varieties under South-Kivu rainfed agro-ecologies, eastern D.R. Congo: implications for ma... by Adrien Byamungu Ndeko, Géant Basimine Chuma, Jean Mubalama Mondo, Léonard Muzee Kazamwali, René Civava, Espoir Basengere Bisimwa, Gustave Nachigera Mushagalusa

“…In addition to controlling negative socioeconomic factors and production constraints, it would be essential to initiate breeding initiatives that consider local farmers’ preferences and needs, to boost IMVs uptake by farmers in South-Kivu.…”
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An automatic acne detection, severity, and assessment framework using generative adversarial network with deep neural network by Umara Khalid, Li Chen, Abdullah Ayub Khan, Faisal Mehmood

“…Fourth, the facial skin segmentation classes are built as a cluster segment using generative adversarial network (GAN). …”
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A Label Correction Learning Framework for Gully Erosion Extraction Using High-Resolution Remote Sensing Images and Noisy Labels by Chunhui Zhao, Yi Shen, Nan Su, Yiming Yan, Shou Feng, Wei Xiang, Yong Liu, Tianhao Zhao

“…For this task, semantic segmentation methods are widely considered the state-of-the-art solutions. …”
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