A Deep Learning Model for Stroke Patients’ Motor Function Prediction by Abeer Abdulaziz AlArfaj, Hanan A. Hosni Mahmoud, Alaaeldin M. Hafez

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A case study on professional skills and accredited graduate programs of marketing by Silvana Dakduk, María del Pilar García-Chitiva, Juan C. Correa

“…Abstract We model the relationship between professional skills and higher education programs as a non-directed bipartite network with binary entries representing the links between 28 skills (as captured by the occupational information network, O*NET) and 258 graduate program summaries (as captured by commercial brochures of graduate programs in marketing with accreditation standards of the “Association to Advance Collegiate Schools of Business”). …”
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Multi-grained pooling network for age estimation in degraded low-resolution images by Hang-Xing Zang, Qinyin Xiao

“…To address the limitation, we propose the Multi-Grained Pooling Network (MGP-Net), a novel architecture that effectively captures multi-grained information during the downsampling process, preserving essential features for age estimation. …”
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Multi-Scale Twin Networks for Coastal Zone Change Detection in Remote Sensing Imagery by Peiqi Zhu, Xiaoyi Jiang, Qi He, Longfei Zhao, Yu Hong, Xue Guo, Hanrui Sun

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BERT ensemble based MBR framework for android malware detection by Faisal S. Alsubaei, Abdulwahab Ali Almazroi, Walid Said Atwa, Abdulaleem Ali Almazroi, Nasir Ayub, Noor Zaman Jhanjhi

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Res-RBG Facial Expression Recognition in Image Sequences Based on Dual Neural Networks by Xiangwei Mou, Yongfu Song, Xiuping Xie, Mingxuan You, Rijun Wang

“…Therefore, this paper proposes a facial expression recognition method for image sequences based on the fusion of dual neural networks (ResNet and residual bidirectional GRU—Res-RBG). The model proposed in this paper achieves recognition accuracies of 98.10% and 88.64% on the CK+ and Oulu-CASIA datasets, respectively. …”
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Picture Preview Generation for Interactive Educational Resources by Jianxiong Wang, Yongsheng Rao, Xiaohong Shi, Xiangping Chen

“…We apply this method to a dynamic geometry platform, NetPad, and conduct experiments. Experimental results demonstrate that the method can effectively extract interactive semantic information and simulate the interactive process, and the generated picture previews are of great help to the users to understand the content of IERs.…”
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An Effective Strategy of Object Instance Segmentation in Sonar Images by Pengfei Shi, Huanru Sun, Qi He, Hanren Wang, Xinnan Fan, Yuanxue Xin

“…By integrating this with ResNet and transforming traditional convolutions into deformable convolutions, we further improve the ability of the network to extract features from sonar images. …”
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Fresh Tea Sprouts Detection via Image Enhancement and Fusion SSD by Bin Chen, Jili Yan, Ke Wang

“…The enhanced image can provide more input information, where the contrast in the fresh tea sprouts area is increased and the background area is decreased. …”
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YOLO11m-SCFPose: An Improved Detection Framework for Keypoint Extraction in Cucumber Fruit Phenotyping by Huijiao Yu, Xuehui Zhang, Jun Yan, Xianyong Meng

“…Based on YOLO11m-pose, the original backbone network is replaced with the lightweight StarNet-S1 backbone, reducing model complexity. Additionally, an improved C3K2_PartialConv neck module is used to enhance information interaction and fusion among multi-scale features while maintaining computational efficiency. …”
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Front-to-Side Hard and Soft Biometrics for Augmented Zero-Shot Side Face Recognition by Ahuod Hameed Alsubhi, Emad Sami Jaha

“…Our framework uses the person’s front face information solely for training, then uses their side face information as the only query for biometric matching and identification. …”
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Evaluating Impact of Image Transformations on Adversarial Examples by Pu Tian, Sathvik Poreddy, Charitha Danda, Chihnita Gowrineni, Yalong Wu, Weixian Liao

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A patient-centric benefit-risk assessment of daridorexant for the treatment of insomnia disorder using patient preference data collected in two phase 3 clinical trials by Sebastian Heidenreich, Melissa Ross, Bruno Flamion, Andrea Phillips-Beyer

“…Both daridorexant 25 mg (net benefit [standard error {SE}] = 0.097 [0.022]) and daridorexant 50 mg (net benefit [SE] = 0.197 [0.025]) had a significantly higher net benefit than placebo (both p < 0.001). …”
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Detecting microcephaly and macrocephaly from ultrasound images using artificial intelligence by Abraham Keffale Mengistu, Bayou Tilahun Assaye, Addisu Baye Flatie, Zewdie Mossie

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SpaGAN: A spatially-aware generative adversarial network for building generalization in image maps by Zhiyong Zhou, Cheng Fu, Robert Weibel

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Photograph-based machine learning approach for automated detection and differentiation of aerial blight disease in soybean crops by Mukta Nainwal, Anurag Satpathi, Saqib Shamsi, Ali Salem, Ajeet Singh Nain, Dinesh Kumar Vishwakarma, Ahmed Elbeltagi, Salah El-Hendawy, Mohamed A. Mattar

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Lightweight remote sensing change detection with progressive multi scale difference aggregation by Yinghua Fu, Haifeng Peng, Tingting Zhao, Yize Li, Jiansheng Peng, Dawei Zhang

“…Since MobileNetV2 is used as the encoder of UNet, the computation of the proposed method is greatly reduced. …”
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Accessible AI Diagnostics and Lightweight Brain Tumor Detection on Medical Edge Devices by Akmalbek Abdusalomov, Sanjar Mirzakhalilov, Sabina Umirzakova, Abror Shavkatovich Buriboev, Azizjon Meliboev, Bahodir Muminov, Heung Seok Jeon

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Perceptual objective evaluation for multimodal medical image fusion by Chuangeng Tian, Juyuan Zhang, Lu Tang

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Association between red blood cell distribution width-to-albumin ratio and in-hospital mortality in patients with congestive heart failure combined with chronic kidney disease by Lie-jun Qian, Lu-xi Hong

“…BackgroundThis study aimed to explore the relationship between the blood cell distribution width-to-albumin ratio (RAR) and in-hospital mortality in patients with congestive heart failure (CHF) combined with chronic kidney disease (CKD).MethodsThe patients' information was collected from the Medical Information Mart for Intensive Care IV (MIMIC-IV) database. …”
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