Search Results - Classification algorithms

EEG-FMCNN: A fusion multi-branch 1D convolutional neural network for EEG-based motor imagery classification. by Wang, Wenlong, Li, Baojiang, Wang, Haiyan, Wang, Xichao, Qin, Yuxin, Shi, Xingbin, Liu, Shuxin

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Electric powered wheelchair control using user-independent classification methods based on surface electromyography signals. by Iqbal, Hassam, Zheng, Jinchuan, Chai, Rifai, Chandrasekaran, Sivachandran

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A survey on brain tumor image analysis. by Sailunaz, Kashfia, Alhajj, Sleiman, Özyer, Tansel, Rokne, Jon, Alhajj, Reda

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Instance-based learning with prototype reduction for real-time proportional myocontrol: a randomized user study demonstrating accuracy-preserving data reduction for prosthetic embe... by Sziburis, Tim, Nowak, Markus, Brunelli, Davide

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Dynamical graph neural network with attention mechanism for epilepsy detection using single channel EEG. by Li, Yang, Yang, Yang, Zheng, Qinghe, Liu, Yunxia, Wang, Hongjun, Song, Shangling, Zhao, Penghui

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Relationship between independence in activities of daily living at discharge and physical activity at admission of older postoperative hip fracture rehabilitation inpatients: A ret... by Shimizu, Tomoko, Kanai, Chiaki, Asakawa, Yasuyoshi

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Development and validation of web software to support prenatal care management. by Pires, Márian Oleques, Vieira, Sylvio André Garcia, Ferreira, Carla Lizandra de Lima, Lomba, Maria de Lurdes, Dal Sasso, Grace Teresinha Marcon, Backes, Dirce Stein

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Effects of lifestyle behaviours and depressed mood on sleep quality in young adults. A machine learning approach. by Sanchez-Trigo, Horacio, Molina-Martínez, Emilio, Grimaldi-Puyana, Moisés, Sañudo, Borja

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Light physical activity predicts long-term mortality in individuals with a different cardiovascular health status: a cohort study. by Ge, Yaru, Chao, Tiantian, Sun, Jinghui, Huan, Na, Liu, Wenjie, Chen, Yunru, Wang, Chenglong

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Utilization of Machine Learning Approaches to Predict Mortality in Pediatric Warzone Casualties. by Lammers, Daniel, Williams, James, Conner, Jeff, Francis, Andrew, Prey, Beau, Marenco, Christopher, Morte, Kaitlin, Horton, John, Barlow, Meade, Escobar, Mauricio, Bingham, Jason, Eckert, Matthew

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An automatic texture feature analysis framework of renal tumor: surgical, pathological, and molecular evaluation based on multi-phase abdominal CT. by Yang, Huancheng, Liu, Hanlin, Lin, Jiashan, Xiao, Hongwei, Guo, Yiqi, Mei, Hangru, Ding, Qiuxia, Yuan, Yangguang, Lai, Xiaohui, Wu, Kai, Wu, Song

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Development of an Internet-based Product-related Child Injury Textual Data Platform (IPCITDP) in China. by Wangxin Xiao, Peixia Cheng, Schwebel, David C., Lei Yang, Min Zhao, Shuying Zhao, Guoqing Hu

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Prediction of recurrence risk factors in patients with early-stage cervical cancers by nomogram based on MRI handcrafted radiomics features and deep learning features: a dual-cente... by Zhang, Yajiao, Wu, Chao, Du, Jinglong, Xiao, Zhibo, Lv, Furong, Liu, Yanbing

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Prediction of postoperative liver metastasis in pancreatic ductal adenocarcinoma based on multiparametric magnetic resonance radiomics combined with serological markers: a cohort s... by Yuan, Zhongyu, Shu, Zhenyu, Peng, Jiaxuan, Wang, Wei, Hou, Jie, Han, Lu, Zheng, Guangying, Wei, Yuguo, Zhong, Jianguo

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Volume-based and Surface-Based Methods in Autism Compared with Healthy Controls Are Free surfer and CAT12 in Agreement? by FARAJI, Reyhane, GANJI, Zohreh, KHANDAN KHADEM, Zahra, AKBARI-LALIMI, Hossein, EIDY, Fereshteh, ZARE, Hoda

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An Informative Review of Radiomics Studies on Cancer Imaging: The Main Findings, Challenges and Limitations of the Methodologies. by Fusco, Roberta, Granata, Vincenza, Simonetti, Igino, Setola, Sergio Venanzio, Iasevoli, Maria Assunta Daniela, Tovecci, Filippo, Lamanna, Ciro Michele Paolo, Izzo, Francesco, Pecori, Biagio, Petrillo, Antonella

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A systematic review of (semi-)automatic quality control of T1-weighted MRI scans. by Hendriks, Janine, Mutsaerts, Henk-Jan, Joules, Richard, Peña-Nogales, Óscar, Rodrigues, Paulo R., Wolz, Robin, Burchell, George L., Barkhof, Frederik, Schrantee, Anouk

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Tumor Heterogeneity Confounds Lymphocyte Metrics in Diagnostic Lung Cancer Biopsies. by Elfving, Hedvig, Thurfjell, Viktoria, Mattsson, Johanna Sofia Margareta, Backman, Max, Strell, Carina, Micke, Patrick

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Automatic prediction of obstructive sleep apnea event using deep learning algorithm based on ECG and thoracic movement signals. by Li, Zufei, Jia, Yajie, Li, Yanru, Han, Demin

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Clinical evaluation of a new hearing aid anti-cardioid directivity pattern. by Mueller, H. Gustav, Weber, Jennifer, Bellanova, Martina

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