SynthSecureNet: An Improved Deep Learning Architecture with Application to Intelligent Violence Detection by Ntandoyenkosi Zungu, Peter Olukanmi, Pitshou Bokoro

“…We present a new deep learning architecture, named SynthSecureNet, which hybridizes two popular architectures: MobileNetV2 and ResNetV2. …”
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Automatic deep learning-based colorectal adenoma detection system and its similarities with pathologists by Xin Chen, Wei Xu, Yong Huang, Wei Jin, Gang Xu, Jing Yuan, Zhigang Song, Chunkai Yu, Shuangmei Zou, Wenmiao Wang, Xiaohui Ding, Jinhong Liu, Liwei Shao, Xiangnan Gou, Zhanbo Wang, Huang Chen, Cancheng Liu, Zhuo Sun, Calvin Ku, Yongqiang Zhang, Xianghui Dong, Shuhao Wang, Ning Lv, Huaiyin Shi

“…It is worthwhile to know the similarities between deep learning models and pathologists before we put them into practical scenarios. …”
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Classification of schizophrenia, bipolar disorder and major depressive disorder with comorbid traits and deep learning algorithms by Xiangning Chen, Yimei Lu, Joan Manuel Cue, Mira V. Han, Vishwajit L. Nimgaonkar, Daniel R. Weinberger, Shizhong Han, Zhongming Zhao, Jingchun Chen

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Freeway Traffic Speed Prediction under the Intelligent Driving Environment: A Deep Learning Approach by Chengying Hua, Wei (David) Fan

“…This research also establishes an intelligent driving environment in the simulation and compares the traditional car-following model with deep learning methods in terms of multiple performance metrics. …”
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Improving the Extraction Ability of Thermospheric Mass Density Variations From Observational Data by Deep Learning by Wenbo Li, Libo Liu, Yiding Chen, Zhuowei Xiao, Huijun Le, Ruilong Zhang

Subjects: “…deep learning…”
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Advancing buffet onset prediction: a deep learning approach with enhanced interpretability for aerodynamic engineering by Jing Wang, Wei Liu, Hairun Xie, Miao Zhang

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Post-processing enhances protein secondary structure prediction with second order deep learning and embeddings by Sotiris Chatzimiltis, Michalis Agathocleous, Vasilis J. Promponas, Chris Christodoulou

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Deep Learning–Based Prediction of Freezing of Gait in Parkinson's Disease With the Ensemble Channel Selection Approach by Sara Abbasi, Khosro Rezaee

“…Our approach demonstrates substantial improvements in classification results compared to traditional deep learning methods.…”
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Deep Learning Classification of High-Resolution Drone Images Using the ArcGIS Pro Software by Amr Abd-Elrahman, Katie Britt, Tao Liu

“… Deep learning classification of invasive species using widely-used ArcGIS Pro software and increasingly common drone imagery can aid in identification and management of natural areas. …”
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A multitask deep learning model utilizing electrocardiograms for major cardiovascular adverse events prediction by Ching-Heng Lin, Zhi-Yong Liu, Pao-Hsien Chu, Jung-Sheng Chen, Hsin-Hsu Wu, Ming-Shien Wen, Chang-Fu Kuo, Ting-Yu Chang

“…Abstract Deep learning analysis of electrocardiography (ECG) may predict cardiovascular outcomes. …”
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Deep learning based demodulation method for multiple access of visible light communication in 6G by SHAO Xinyu, YAO Yao, WANG Liang

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A Robust Multi-Modal Deep Learning-Based Fault Diagnosis Method for PV Systems by Shahabodin Afrasiabi, Sarah Allahmoradi, Mousa Afrasiabi, Xiaodong Liang, C. Y. Chung, Jamshid Aghaei

“…In this paper, a robust, multi-modal deep-learning-based fault identification method is proposed for solar photovoltaic (PV) systems, capable of detecting a wide range of faults at PV arrays, inverters, sensors, and grid connections. …”
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Real-Time Multi-Task Deep Learning Model for Polyp Detection, Characterization, and Size Estimation by Phanukorn Sunthornwetchapong, Kasichon Hombubpha, Kasenee Tiankanon, Satimai Aniwan, Pasit Jakkrawankul, Natawut Nupairoj, Peerapon Vateekul, Rungsun Rerknimitr

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Research on the Integration Method of Character Costume Culture in Dunhuang Murals Based on Deep Learning Algorithm by Ying Zhai, Ningjing Xuan, Hualong Shi, Qiao Liu

“…Through analysis and research it is found that, compared with traditional algorithms, the integration of clothing culture using deep learning algorithms is more coupling. Through the calculation and analysis of clothing evolution in Dunhuang murals, more design inspiration can be provided for Chinese clothing designers, and more strength and research materials can be contributed to future design and clothing development in combination with ancient and modern clothing culture.…”
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A Moving Object Detection Method Using Deep Learning-Based Wireless Sensor Networks by Linghua Zhao, Zhihua Huang

“…Aiming at the problem of real-time detection and location of moving objects, the deep learning algorithm is used to detect moving objects in complex situations. …”
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Drawing-Aware Parkinson’s Disease Detection Through Hierarchical Deep Learning Models by Ioannis Kansizoglou, Konstantinos A. Tsintotas, Daniel Bratanov, Antonios Gasteratos

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Deep-learning based electromagnetic navigation system for transthoracic percutaneous puncture of small pulmonary nodules by Muyun Peng, Xinyi Fan, Qikang Hu, Xilong Mei, Bin Wang, Zeyu Wu, Huali Hu, Lei Tang, Xinhang Hu, Yanyi Yang, Chunxia Qin, Huajie Zhang, Qun Liu, Xiaofeng Chen, Fenglei Yu

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Advancing Underwater Vision: A Survey of Deep Learning Models for Underwater Object Recognition and Tracking by Mahmoud Elmezain, Lyes Saad Saoud, Atif Sultan, Mohamed Heshmat, Lakmal Seneviratne, Irfan Hussain

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Deep learning approach based on a patch residual for pediatric supracondylar subtle fracture detection by Qingming Ye, Zhilu Wang, Yi Lou, Yang Yang, Jue Hou, Zheng Liu, Weiguang Liu, Jiayu Li

Subjects: “…Deep learning…”
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Collaboration of clustering and classification techniques for better prediction of severity of heart stroke using deep learning by T. Swathi Priyadarshini, Mohd Abdul Hameed

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