Pan-Canadian assessment of image guided adaptive radiation therapy and the role of the radiation therapist by Amanda Moreira, Tara Rosewall, Yat Tsang, Patricia Lindsay, Peter Chung, Winnie Li

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Performance Evaluation of YOLOv11 and YOLOv12 Deep Learning Architectures for Automated Detection and Classification of Immature Macauba (<i>Acrocomia aculeata</i>) Fruits by David Ribeiro, Dennis Tavares, Eduardo Tiradentes, Fabio Santos, Demostenes Rodriguez

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Identifying patterns of health care utilisation among physical elder abuse victims using Medicare data and legally adjudicated cases: protocol for case–control study using data lin... by Tony Rosen, Yuhua Bao, Yiye Zhang, Sunday Clark, Katherine Wen, Alyssa Elman, Philip Jeng, Elizabeth Bloemen, Daniel Lindberg, Richard Krugman, Jacquelyn Campbell, Ronet Bachman, Terry Fulmer, Karl Pillemer, Mark Lachs

“…Preliminary research suggests elder abuse victims may have different patterns of healthcare utilisation than other older adults, with increased rates of emergency department use, hospitalisation and nursing home placement. …”
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A Hybrid Learning Framework for Enhancing Bridge Damage Prediction by Amal Abdulbaqi Maryoosh, Saeid Pashazadeh, Pedram Salehpour

“…The proposed model demonstrates exceptional performance, achieving accuracy rates ranging from 98.27% to 100%, with error rates between 1.73% and 0% across multiple bridge damage datasets. …”
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Mapping hydrogen demand for heavy-duty vehicles: a spatial disaggregation approach by Warsini Handayani, Xuan Zhu, Fang Lee Cooke

“…By integrating spatial datasets with economic factors, market penetration rates, and technical specifications of hydrogen fuel cell vehicles, the approach disaggregates the projected demand into specific demand centres, allowing for the mapping of regional hydrogen demand patterns and the identification of key centres of hydrogen demand based on heavy-duty truck traffic flow projections under different scenarios. …”
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FINE-TUNING RESNET50V2 WITH ADAMW AND ADAPTIVE TRANSFER LEARNING FOR SONGKET CLASSIFICATION IN LOMBOK by Erfan Wahyudi, Bahtiar Imran, Zaeniah, Surni Erniwati, Muh Nasirudin Karim, Zumratul Muahidin

“…This study aims to develop a classification system for traditional Lombok songket fabric patterns using the ResNet50V2 architecture, optimized through fine-tuning and the AdamW optimizer. …”
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Massive rotator cuff tears: geometric classification, complete repair, and prognosis by Liwei Ying, MA, Qingguo Zhang, MA, Li Ying, PhD, Linlin Sha, MA, Dawei Han, MA, Yu Hui, BA, Quan Gan, BA, Huixia Fan, BA, Junbo Liang, PhD, Xiaobo Zhou, PhD

“…Background: This study aims to summarize tear patterns of massive rotator cuff tears (MRCTs) and outline our surgical techniques for complete repair. …”
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Assessment of Ecological Carrying Capacity and Spatiotemporal Evolution Analysis for Arid Areas Based on the AHP-EW Model: A Case Study of Urumqi, China by Xiaoyan Tang, Funan Liu, Xinling Hu, Jingyu Feng

“…Among them, the ECC decreased significantly by 19.05% from 2000 to 2010. After 2010, the rate of decline in ECC slowed to 14.12% due to ecological conservation policies. …”
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The analysis of the progressive local failure process of the Longquan Reservoir dam based on the global-local dynamic strength reduction method by Xin Qu, Fangfang Diao, Cheng Li, Xingqian Xu, Zihan Wang, Shuai Hao

“…Abstract During the progressive failure process of the slope (dam), the strength parameters of the soil in the slope (dam) continuously degrade, with the degree and rate of degradation of the soil near the shear zone significantly exceeding those in other areas. …”
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Deep Residual Transfer Ensemble Model for mRNA Gene-Expression-Based Breast Cancer by Job Prasanth Kumar Chinta Kunta, Vijayalakshmi A. Lepakshi

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Co-occurrence of sudden feeding behaviour deviations and welfare issue onsets in growing-finishing pigs by Jacinta D. Bus, Rudi M. de Mol, Laura E. Webb, Eddie A. M. Bokkers, Iris J. M. M. Boumans

“…Results Alerts frequencies varied across feeding behaviour components, with higher occurrences for feed intake, feeding duration, feeding rate and night intake (approximately 14.5% of days with an alert) than for feeding frequency and circadian rhythm strength (approximately 7.7% of days with an alert). …”
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The Function of Heat Shock Transcription Factors in Sex Differentiation in <i>Cynoglossus semilaevis</i> by Zhijie Li, Xuexue Sun, Haipeng Yan, Lijun Wang, Xihong Li, Na Wang, Min Wei, Wenteng Xu

“…The weight and growth rate of female fish are much greater than those of male fish. …”
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Geomorphic hazards and riverine dynamics in the deltaic region of Eastern India by Shams Quamar, Prabeer Kumar Parhi, Anuj Kumar Dwivedi, Nisha Singh, Deepak Singh, Harendra Singh

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Spatio-temporal dynamics of a predator–prey system with variable carrying capacity and Cosner response function by Sasanka Shekhar Maity, Subarna Roy, Pankaj Kumar Tiwari

“…In this study, we examine a predator–prey model with logistic growth rate and variable carrying capacity of prey species. …”
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Travel Frequent-Route Identification Based on the Snake Algorithm Using License Plate Recognition Data by Feiyang Liu, Jie Zeng, Jinjun Tang, TianJian Yu

“…Path flow always plays a critical role in extracting vehicle travel patterns and reflecting network-scale traffic features. …”
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Early detection of fungal infection of Arabidopsis and brassica by Raman spectroscopy by Song-Yi Kuo, Ling-Ying Chiu, Ekta Jain, Gajendra Pratap Singh, Muhammad Nabil Syafiq Bin Jamaludin, Rajeev J. Ram, Rajeev J. Ram, Nam-Hai Chua, Nam-Hai Chua

“…Chitin, a recognized fungal pathogen-associated molecular pattern (PAMP), elicited a dose dependent positive Elicitor Response Index (ERI) in wild-type Arabidopsis. …”
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Intra-cesarean section insertion of copper-T380 versus Multiload Cu 375 intrauterine device as an immediate method of contraception: a comparative study by Tarek Khalaf Al-Hussaini, Mahmoud Abdelhameed Soliman, Sherif Mohamed Badran, Ahmed Aboelfadle Mohamed

“…At 6-month follow-up, there was no difference between the two groups in the expulsion rate, menstrual pattern, and pelvic or vaginal infection. …”
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Response of land cover to multi-scale spatial effects in complex karst mountainous areas by Qingqing Dai, Zhongfa Zhou, Denghong Huang, Yue Yang, Huanhuan Lu, Ya Li

“…This study reveals the influence of spatial scale effects on land cover classification in karst regions from the perspectives of landscape patterns and topographic complexity. The research indicates:(1) When the spatial resolution increases from 5m to 30m, the study area exhibits trends of reduced landscape fragmentation, concentrated land use distribution, and decreased landscape heterogeneity;(2) Scale effects vary among land cover types, with the variations in PD, LSI and AI for construction land exceeding those of the corresponding indices for other land cover types;(3) The decline rates of PD in low and high topographic complexity areas are 49.87% and 37.69% respectively, LSI decline rates are 31.88% and 8.81%, and AI decline rates are 23.70% and 11.32%.…”
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Digestive system-related pathophysiological symptoms of Sasang typology: Systematic review by Mi Suk Lee, Kyungwoo Sohn, Yun Hee Kim, Min-Woo Hwang, Young Kyu Kwon, Na Young Bae, Han Chae

“…The results were organized and analyzed based on four categories [digestive function, appetite, eating pattern, and body mass index (BMI)] to elucidate type-specific symptoms. …”
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Clinical characteristics and economic burden of hospitalized patients with acute exacerbation of chronic obstructive pulmonary disease in the Chinese Yi population by Ping Li, Ping Li, Ping Li, Meng Li, Weiling Cai, Lian Liu, Lian Liu, Lian Liu, Dan Xu, Dan Xu, Dan Xu, Lei Chen, Lei Chen, Lei Chen, Lei Chen, Diandian Li, Diandian Li, Diandian Li, Mei Chen, Yanqiu Wu, Yanqiu Wu, Yanqiu Wu, Yongchun Shen, Yongchun Shen, Yongchun Shen, Fuqiang Wen, Fuqiang Wen, Fuqiang Wen

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