BCDCNN: breast cancer deep convolutional neural network for breast cancer detection using MRI images by D. E. Martina Jaincy, V. Pattabiraman

“…Afterwards, feature extraction is done and finally, BCD is conducted employing BCDCNN, wherein the loss function is newly designed based on an adaptive error similarity. …”
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Simulation Modelling of Multiservice Switched Networks Carrying Unicast and Multicast Traffic with Priorities by Nowak Błażej, Zwierzykowski Piotr

“…In the study, we considered the two most optimal placement of the switching elements performing the functions of multicast traffic splitting in a 3-stages Clos switching network. …”
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(Sr1-xCax)2SnO4 microwave dielectric ceramics with Ruddlesden-Popper structure (x = 0–0.06) for microwave application by Raj Kumar, Vipin Kumar Gupta, Upendra Kumar

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A diffusion enhanced CRF and BiLSTM framework for accurate entity recognition by Yunfei Qiu, Libo Dong, Wenwen Zhang, Haoran Xing, Junwei Huang

“…Secondly, the Tversky and CRF loss functions select optimal label predictions from the probability distribution, integrating these through weighted summation to enhance sequence dependency processing and label accuracy. …”
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Meaningful to whom? Minimal clinically important differences and the priorities of individuals living with dementia for everyday function by Andrea Gilmore‐Bykovskyi, Kayla Dillon, Beth Fields, Clark Benson, Dorothy Farrar Edwards

“…Expanding outcome evaluation to other dimensions of everyday function and diversifying measurement approaches is essential for optimizing inclusion of personally meaningful aspects of everyday function prioritized by individuals living with AD/ADRD and improving detection of potentially more sensitive changes in functioning. …”
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Research and Application of Evaluation Methods for Functional Characteristics of Oil-Based Drilling Fluid in Shale Gas Wells by Dewei Gao, Jiajun Xie, Shengming Huang, Shenyao Wu, Pengcheng Wu, Weian Huang

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Investigation of graphene functionalized multi-band MIMO antenna with enhanced isolation with high gain for THz applications by Bashir Ahammed, Tofayel Karim, Mohammad A. Alim

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Deep functional measurements of Fragile X syndrome human neurons reveal multiparametric electrophysiological disease phenotype by James J. Fink, Nathaniel Delaney-Busch, Ryan Dawes, Evanthia Nanou, Christopher Folts, Karthiayani Harikrishnan, Chris Hempel, Hansini Upadhyay, Trinh Nguyen, Himali Shroff, David Stoppel, Steven J. Ryan, Jane Jacques, Jennifer Grooms, Elizabeth Berry-Kravis, Mark F. Bear, Luis A. Williams, David Gerber, Mark Bunnage, Brinley Furey, Graham T. Dempsey

“…FMRP plays important roles in neuronal function, and loss of FMRP in mouse and human FXS cell models leads to aberrant synaptic signaling and hyperexcitability. …”
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DBS-NET: A Dual-Branch Network Integrating Supervised and Contrastive Self-Supervised Learning for Birdsong Classification by Ziyi Wang, Hao Shi, Yan Zhang, Yong Cao, Danjv Lv

“…Additionally, to address class imbalance in the dataset, a weighted loss function is introduced to adjust the cross-entropy loss with optimized class weights. …”
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Energy Efficiency and Mathematical Modeling of Shrimp Pond Oxygenation: A Multiple Regression Experimental Study by Yoisdel Castillo Alvarez, Yorlan González González, Reinier Jiménez Borges, Luis Angel Iturralde Carrera, José M. Álvarez-Alvarado, Juvenal Rodríguez-Reséndiz

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Multi-Functional Reconfigurable Intelligent Surface Assisted Security Communication Systems Under Imperfect CSI of Eavesdroppers by Rui-Bao Zhang, Dian-Wu Yue, Yu Sun

“…Simulation results show that: 1) All MF-RIS schemes achieve better secrecy performance gains than other existing RIS designs; and 2) Compared to the optimal independent phase shifts, coupled phase shifts of MF-RIS only lead to a slight performance loss.…”
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Onion peel color extract incorporation in pasta and effect on functional, phytochemical, structural, thermal, and storage stability by S. Abinaya, Anil Panghal, Navnidhi Chhikara, Priya Bishnoi, Ronak Tanwar, Ravi Gupta

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Research on Variable Circulation Design Method and Internal Flow Characteristic of the Axial Flow Pump by Xuewei Yu, Qili Gan, Zifan Ling, Jiahui Gong, Jiajia Tang, Lijian Shi

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Aging, HIV infection, and alcohol exert synergist effects on regional thalamic volumes resulting in functional impairment by Adolf Pfefferbaum, Natalie M. Zahr, Stephanie A. Sassoon, Rosemary Fama, Manojkumar Saranathan, Kilian M. Pohl, Edith V. Sullivan

“…MRI thalamic volumetry, parcellated using THalamus Optimized Multi-Atlas Segmentation (THOMAS), identified 10 nuclei grouped into 4 functional regions for correlation with age and measures of neuropsychological, clinical, and hematological status. …”
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Emodin Enhanced Microwave‐Responsive Heterojunction with Powerful Bactericidal Capacity and Immunoregulation for Curing Bacteria‐Infected Osteomyelitis by Tao Xu, Hao Cheng, Hailiang Pei, Jiameng Wang, Yiwei Shi, Xiangyu Zhang, Di Huang

“…This integration not only accelerates the movement of charge carriers but also enhances polarization loss due to the numerous functional groups present on the surface. …”
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Predicting Oncological and Functional Outcomes by Nephrectomy Type for T1 Renal Tumors Using Machine Learning Models by Dongrul Shin, Maisy Song, Jungyo Suh, Cheryn Song

“…Purpose Determining the optimal surgical approach for patients with T1 renal tumors requires balancing long-term oncological and renal functional outcomes. …”
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Constructing an artificial intelligence-assisted system for the assessment of gastroesophageal valve function based on the hill classification (with video) by Jian Chen, Ganhong Wang, Kaijian Xia, Zhenni Wang, Luojie Liu, Xiaodan Xu

“…The model training utilized a cross-entropy loss function, combined with the Adam optimizer, and implemented a learning rate scheduling strategy. …”
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Investigation of Flow Characteristics in Rotating Distributary and Confluence Cavities by Kuan Zheng, Huan Ma, Hongchuang Sun, Jiang Qin

“…Finally, four structures were compared, and an optimal structure with a separated outlet channel was identified as the best structure to eliminate this great pressure loss.…”
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Ultrathin Cu(In,Ga)Se2 solar cells: enhanced absorption by nanotextured functional back contacts by M Demir, D Jiménez Tejero, B Fuhrmann, H Kempa, A Sprafke, R Scheer

“…Optical simulations corroborate the experimental EQE trends, highlighting the role of nanostructure geometry in optimizing light absorption. Our findings demonstrate that carefully engineered light management structures can mitigate absorption losses in ultrathin CIGSe solar cells, providing the way for high-efficiency, cost-effective photovoltaic devices.…”
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A general cubic spline smooth semi-supervised support vector machine by ZHANG Xiao-dan, MA Jing-gai

“…The approximation accuracy of the general cubic spline function to the symmetric hinge loss function was analyzed, and the convergence accuracy of the new model was proved. …”
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