A comprehensive evaluation of histopathology foundation models for ovarian cancer subtype classification by Jack Breen, Katie Allen, Kieran Zucker, Lucy Godson, Nicolas M. Orsi, Nishant Ravikumar

“…The best-performing classifier used the H-optimus-0 foundation model, with balanced accuracies of 89%, 97%, and 74%, though UNI achieved similar results at a quarter of the computational cost. Hyperparameter tuning the classifiers improved performance by a median 1.9% balanced accuracy, with many improvements being statistically significant. …”
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Sample-prototype optimal transport-based universal domain adaptation for remote sensing image classification by Xiaosong Chen, Yongbo Yang, Dong Liu, Shengsheng Wang

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OsteoNet—A Framework for Identifying Osteoporosis in Bone Radiograph Images Using Attention-Based VGG Network by Abdul Wahab Muzaffar, Farhan Riaz, Muhammad Tahir

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A Hybrid Approach of Using Wavelets and Fuzzy Clustering for Classifying Multispectral Florescence In Situ Hybridization Images by Yu-Ping Wang, Ashok Kumar Dandpat

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Simulation Analysis of a Multiple-Vehicle, High-Speed Train Collision Using a Simplified Model by Suchao Xie, Weilin Yang, Ping Xu

“…To solve the problems associated with multiple-vehicle simulations of railway vehicles including large scale modelling, long computing time, low analysis efficiency, need for high performance computing, and large storage space, the middle part of the train where no plastic deformation occurs in the vehicle body was simplified using mass and beam elements. …”
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Equivalent Characterizations of Some Graph Problems by Covering-Based Rough Sets by Shiping Wang, Qingxin Zhu, William Zhu, Fan Min

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Layer ensemble averaging for fault tolerance in memristive neural networks by Osama Yousuf, Brian D. Hoskins, Karthick Ramu, Mitchell Fream, William A. Borders, Advait Madhavan, Matthew W. Daniels, Andrew Dienstfrey, Jabez J. McClelland, Martin Lueker-Boden, Gina C. Adam

“…Abstract Artificial neural networks have advanced due to scaling dimensions, but conventional computing struggles with inefficiencies due to memory bottlenecks. …”
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An enhanced media ciphertext-policy attribute-based encryption algorithm on media cloud by Hao Li, Lianbing Deng, Cheng Yang, Jianbo Liu

“…With the development of cloud computing, more and more video services are moving to the cloud. …”
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Enhancing Coverage and Efficiency in Wireless Sensor Networks: A Review of Optimization Techniques by Rajasekaran S, Shaik Mastan Vali

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Effect of Geometry on the Dissolution Behaviour of Complex Additively Manufactured Tablets by Seyedebrahim Afkhami, Meisam Abdi, Reza Baserinia

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Kinematics and spatial structure analysis of TBM gunite robot based on D–H parameter method by Lianhui Jia, Shenyao Liu, Chenxu Cao, Yehao Kang, Ying Zhu, Lijun Wang, Donglai Xu, Ruixue Cheng

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Efficiency-Aware: Maximizing Energy Utilization for Sensor Nodes Using Photovoltaic-Supercapacitor Energy Systems by Zheng Liu, Xinyu Yang, Shusen Yang, Julie McCann

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Role of artificial intelligence in smart grid – a mini review by M. Balamurugan, Kamala Narayanan, N. Raghu, G. B. Arjun Kumar, V. N. Trupti

“…Artificial intelligence application operates by processing abundant data samples, advanced computing, and strong communication collaboration. …”
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LEDFD: A Low Energy Consumption Distributed Fault Detection Algorithm for Wireless Sensor Networks by Xiaolong Xu, Weijian Geng, Geng Yang, Nik Bessis, Peter Norrington

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A Multitask Multiview Neural Network for End-to-End Aspect-Based Sentiment Analysis by Yong Bie, Yan Yang

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Revampment of surface permanent magnet synchronous motor design for ameliorated torque profile in e‐mobility applications by Anshul K. Mishra, Bharat S. Rajpurohit, Rajeev Kumar

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All-silicon non-volatile optical memory based on photon avalanche-induced trapping by Yuan Yuan, Yiwei Peng, Stanley Cheung, Wayne V. Sorin, Sean Hooten, Zhihong Huang, Di Liang, Jiuyi Zhang, Marco Fiorentino, Raymond G. Beausoleil

“…We demonstrate its applications in trimming in optical interconnects and in-memory computing. Our in-memory computing test case reduces energy consumption by approximately 83% compared to conventional optical approaches.…”
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Synchronized acoustic emission and high-speed imaging of cavitation-induced atomization: The role of shock waves by Abhinav Priyadarshi, Paul Prentice, Dmitry Eskin, Peter D. Lee, Iakovos Tzanakis

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High-rate quantum LDPC codes for long-range-connected neutral atom registers by Laura Pecorari, Sven Jandura, Gavin K. Brennen, Guido Pupillo

“…Scalable quantum computing will require processing with QEC codes that have low qubit overhead and large error suppression, and while such codes do exist, they involve a degree of non-locality that has yet to be integrated into experimental platforms. …”
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MAAT: a new nonparametric Bayesian framework for incorporating multiple functional annotations in transcriptome-wide association studies by Han Wang, Xiang Li, Teng Li, Zhe Li, Pak Chung Sham, Yan Dora Zhang

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