Unsupervised learning method via triple reconstruction for the classification of ultrasound breast lesions (English)
- New search for: Song, Mingue
- New search for: Kim, Yanggon
- New search for: Song, Mingue
- New search for: Kim, Yanggon
In:
Biomedical Signal Processing and Control
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77
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2022
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ISSN:
- Article (Journal) / Electronic Resource
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Title:Unsupervised learning method via triple reconstruction for the classification of ultrasound breast lesions
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Contributors:Song, Mingue ( author ) / Kim, Yanggon ( author )
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Published in:
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Publisher:
- New search for: Elsevier Ltd
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Publication date:2022-04-27
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ISSN:
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DOI:
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Type of media:Article (Journal)
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Type of material:Electronic Resource
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Language:English
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Keywords:
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Source:
Table of contents – Volume 77
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
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Design on a wireless mechanomyography acquisition equipment and feature selection for lower limb motion recognitionZhang, Hanyang / Wang, Xinping / Zhang, Yue / Cao, Gangsheng / Xia, Chunming et al. | 2022
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Automatic identification of asthma from ECG derived respiration using complete ensemble empirical mode decomposition with adaptive noise and principal component analysisSarkar, Surita / Bhattacherjee, Saptak / Bhattacharyya, Parthasarathi / Mitra, Madhuchhanda / Pal, Saurabh et al. | 2022
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Corrigendum to “An eye tracker based on webcam and its preliminary application evaluation in Chinese reading tests” [Biomed. Signal Process. Control 74 (2022) 103521]Lin, Zhongjun / Liu, Yinghua / Wang, Hui / Liu, Zhengji / Cai, Sijin / Zheng, Zhicheng / Zhou, Yongjin / Zhang, Xinyu et al. | 2022
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Efficient ROI-based compression of mammography imagesAbdellatif, Heba / Taha, Taha E. / El-Shanawany, R. / Zahran, O. / Abd El-Samie, Fathi E. et al. | 2022
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An Improved Deep Persistent Memory Network for Rician Noise Reduction in MR ImagesAugustin, Anate Mary / Kesavadas, Chandrasekharan / Sudeep, P.V. et al. | 2022
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Auxiliary classification of cervical cells based on multi-domain hybrid deep learning frameworkZhang, Chuanwang / Jia, Dongyao / Li, Ziqi / Wu, Nengkai et al. | 2022
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Distinguishing cognitive states using electroencephalography local activation and functional connectivity patternsSuhail, T.A. / Indiradevi, K.P. / Suhara, E.M. / Poovathinal, Suresh A. / Ayyappan, Anitha et al. | 2022
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Anal center detection and classification of perianal healthy conditionSu, Baiquan / Wang, Zehao / Gong, Yi / Li, Mingcheng / Teng, Yunlai / Yu, Shi / Zong, Ye / Yao, Wei / Wang, Junchen et al. | 2022
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Can patients in deep coma hear us? Examination of coma depth using physiological signalsAltıntop, Çiğdem Gülüzar / Latifoğlu, Fatma / Akın, Aynur Karayol et al. | 2022
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Image based control of smart workout systemsChang, Che-Min / Lin, Chun-Liang / Huang, Bin / Zhang, Yue / Hung, Pei-Chun / Liu, Yu-Chen et al. | 2022
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Diabetic retinopathy classification using a novel DAG network based on multi-feature of fundus imagesFang, Lingling / Qiao, Huan et al. | 2022
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Image quality improvement of magneto-acousto-electrical tomography with Barker coded excitationDeng, Dingqian / Sun, Tong / Yu, Linguo / Chen, Yi / Chen, Xin / Chen, Mian / Chen, Siping / Lin, Haoming et al. | 2022
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Deformable transformer for endoscopic video super-resolutionSong, Xiaowei / Tang, Hui / Yang, Chunfeng / Zhou, Guangquan / Wang, Yangang / Huang, Xinjun / Hua, Jie / Coatrieux, Gouenou / He, Xiaopu / Chen, Yang et al. | 2022
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Deep learning approach of murmur detection using CochleagramDas, Sangita / Pal, Saurabh / Mitra, Madhuchhanda et al. | 2022
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EfficientNet embedded with spatial attention for recognition of multi-label fundus disease from color fundus photographsSun, Kai / He, Mengjia / He, Zichun / Liu, Hongying / Pi, Xitian et al. | 2022
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Electrical status epilepticus during sleep electroencephalogram waveform identification and analysis based on a graph convolutional neural networkMeng, Lu / Hu, Jinzhou / Deng, Yu / Hu, Yue et al. | 2022
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Noise-reducing attention cross fusion learning transformer for histological image classification of osteosarcomaPan, Liangrui / Wang, Hetian / Wang, Lian / Ji, Boya / Liu, Mingting / Chongcheawchamnan, Mitchai / Yuan, Jin / Peng, Shaoliang et al. | 2022
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Corrigendum to “Multi-classification of arrhythmias using ResNet with CBAM on CWGAN-GP augmented ECG Angular Summation Field” [Biomed. Signal Process. Control 77 (2022) 103684]Ma, Ke / Zhan, Chang'an A. / Yang, Feng et al. | 2022
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Investigation on tumor cells growth by Taguchi methodLagzian, Mina / Ehsan Razavi, S. / Goharimanesh, M. et al. | 2022
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Multi-classification of fundus diseases based on DSRA-CNNYang, Xue-lian / Yi, San-li et al. | 2022
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A seizure detection method based on hypergraph features and machine learningGao, Xiang / Zhu, Yue / Yang, Yufang / Zhang, Fang / Zhou, Fan / Tian, Xiang / Xu, Kedi / Chen, Yaowu et al. | 2022
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CrodenseNet: An efficient parallel cross DenseNet for COVID-19 infection detectionYang, Jingdong / Zhang, Lei / Tang, Xinjun et al. | 2022
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A new approach to body balance analysis based on the eight-phase posturographic signal decompositionMichalak, Krzysztof Piotr / Przekoracka, Katarzyna et al. | 2022
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Mathematical modeling of gastrointestinal starch digestion-blood glucose-insulin interactionsMeraz, M. / Vernon-Carter, E.J. / Bello-Perez, L.A. / Alvarez-Ramirez, J. et al. | 2022
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Diagnose Parkinson’s disease and cleft lip and palate using deep convolutional neural networks evolved by IP-based chimp optimization algorithmChen, Feng / Yang, Chunyan / Khishe, Mohammad et al. | 2022
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Balancing regional and global information: An interactive segmentation framework for ultrasound breast lesionChen, Xuan / Zhou, Boyang / Xiong, Linfei / Zhao, Chongke / Wang, Lifan / Zhang, Yongwei / Xu, Huixiong et al. | 2022
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LHSPred: A web based application for predicting lung health severityBhattacharjee, Sudipto / Saha, Banani / Bhattacharyya, Parthasarathi / Saha, Sudipto et al. | 2022
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Arrhythmia detection based on multi-scale fusion of hybrid deep models from single lead ECG recordings: A multicenter dataset studyMa, Chenbin / Lan, Ke / Wang, Jing / Yang, Zhicheng / Zhang, Zhengbo et al. | 2022
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Lesion-specific exposure parameters for breast cancer diagnosis on digital breast tomosynthesis and full-field digital mammographyMa, Le / Liu, Hui / Lin, Xiaojia / Cai, Yuxing / Zhang, Ling / Chen, Weiguo / Qin, Genggeng et al. | 2022
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How to design a deep neural network for retinal vessel segmentation: an empirical studySu, Yanzhou / Cheng, Jian / Cao, Guiqun / Liu, Haijun et al. | 2022
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A novel fusion based convolutional neural network approach for classification of COVID-19 from chest X-ray imagesSharma, Anubhav / Singh, Karamjeet / Koundal, Deepika et al. | 2022
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Design and implementation of gain scheduling decentralized PI/PID controller for the fluid catalytic cracking unitPuviyarasi, B. / Murukesh, C. / Alagiri, M. et al. | 2022
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Sparse spectrum based swarm decomposition for robust nonstationary signal analysis with application to sleep apnea detection from EEGBhalerao, Shailesh Vitthalrao / Pachori, Ram Bilas et al. | 2022
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A bone segmentation method based on Multi-scale features fuse U2Net and improved dice loss in CT image processLiu, Tao / Lu, Yonghua / Zhang, Yu / Hu, Jiahui / Gao, Cheng et al. | 2022
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A hierarchical classification of gestures under two force levels based on muscle synergyLi, Zhicai / Zhao, Xinyu / Wang, Ziyao / Xu, Rui / Meng, Lin / Ming, Dong et al. | 2022
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Diagnosis of Parkinson’s disease using higher order statistical analysis of alpha and beta rhythmsKhoshnevis, Seyed Alireza / Sankar, Ravi et al. | 2022
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Realtime PPG based respiration rate estimation for remote health monitoring applicationsSelvakumar, K / Vinodh Kumar, E / Sailesh, M / Varun, Mamtani / Allan, Anbu / Biswajit, Nanda / Namrata, Panga / Upasana, Sivaramakrishnan et al. | 2022
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A new design of diabetes detection and glucose level prediction using moth flame-based crow search deep learningNaveena, Somasundaram / Bharathi, Ayyasamy et al. | 2022
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Linear and nonlinear analyses of heart rate variability signals under mental loadHao, Tengteng / Zheng, Xin / Wang, Huiyu / Xu, Kaili / Chen, Shoukun et al. | 2022
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Unsupervised learning method via triple reconstruction for the classification of ultrasound breast lesionsSong, Mingue / Kim, Yanggon et al. | 2022
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Deep learning based semantic segmentation and quantification for MRD biochip imagesÇelebi, Fatma / Tasdemir, Kasim / Icoz, Kutay et al. | 2022
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Hand gesture classification using time–frequency images and transfer learning based on CNNOzdemir, Mehmet Akif / Kisa, Deniz Hande / Guren, Onan / Akan, Aydin et al. | 2022
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Corrigendum to “Multi-classification of fundus diseases based on DSRA-CNN” [Biomed. Signal Process. Control 77 (2022) 103763]Yang, Xue-lian / Yi, San-li et al. | 2022
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Synthesis of EEG signals modeled using non-linear oscillator based on speech data with EKFGuguloth, Sagar / Agarwal, Vijyant / Parthasarathy, Harish / Upreti, Vijay et al. | 2022
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An evidence accumulation based block diagonal cluster model for intent recognition from EEGFu, Rongrong / Li, Zheyu et al. | 2022
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A novel method using Covid-19 dataset and machine learning algorithms FOR THE MOST ACCURATE DIAGNOSIS that can be obtained in medical diagnosisAvuçlu, Emre et al. | 2022
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Generation of synthetic RR interval sequences of healthy patientsArulnayagam Thuraisingham, Ranjit et al. | 2022
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Human identification based on accelerometer sensors obtained by mobile phone dataOğuz, Abdulhalık / Ertuğrul, Ömer Faruk et al. | 2022
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Novel content based medical image retrieval based on BoVW classification methodSunitha, T. / Sivarani, T.S. et al. | 2022
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Ar-HGSO: Autoregressive-Henry Gas Sailfish Optimization enabled deep learning model for diabetic retinopathy detection and severity level classificationElwin, J. Granty Regina / Mandala, Jyothi / Maram, Balajee / Kumar, R. Ramesh et al. | 2022
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Subcutaneous adipose tissue thickness determination using ultrasound signals processing: A phantom studyHajiasgari, Mona / Setarehdan, Seyed Kamaledin / Rangraz, Parisa et al. | 2022
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ISANET: Non-small cell lung cancer classification and detection based on CNN and attention mechanismXu, Zhiwen / Ren, Haijun / Zhou, Wei / Liu, Zhichao et al. | 2022
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General probability distribution model for wireless body sensors in the medical monitoring systemBilgehan, Bülent / Kayed, Lara / Sabuncu, Özlem et al. | 2022
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Adaptive closed-loop control strategy inhibiting pathological basal ganglia oscillationsWang, Kuanchuan / Wang, Jiang / Zhu, Yulin / Li, Huiyan / Liu, Chen / Fietkiewicz, Chris / Loparo, Kenneth A. et al. | 2022
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A hybrid swarming computing approach to solve the biological nonlinear Leptospirosis systemBotmart, Thongchai / Sabir, Zulqurnain / Asif Zahoor Raja, Muhammad / weera, Wajaree / Ali, Mohamed R. / Sadat, R. / Aly, Ayman A. / Alosaimy / Saad, Ali et al. | 2022
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Stable EEG-Based biometric system using functional connectivity based on Time-Frequency features with optimal channelsAshenaei, Roghaieh / Asghar Beheshti, Ali / Yousefi Rezaii, Tohid et al. | 2022
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Lung cancer diagnosis in CT images based on Alexnet optimized by modified Bowerbird optimization algorithmXu, Yeguo / Wang, Yuhang / Razmjooy, Navid et al. | 2022
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Applying Random Forest classification to diagnose autism using acoustical voice-quality parameters during lexical tone productionGuo, Chengyu / Chen, Fei / Chang, Yajie / Yan, Jinting et al. | 2022
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Overall optimization of CSP based on ensemble learning for motor imagery EEG decodingZhang, Shaorong / Zhu, Zhibin / Zhang, Benxin / Feng, Bao / Yu, Tianyou / Li, Zhi / Zhang, Zhiguo / Huang, Gan / Liang, Zhen et al. | 2022
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Combining transient statistical markers from the EEG signal to predict brain sensitivity to general anesthesiaSun, Christophe / Holcman, David et al. | 2022
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Accuracy of point-of-care tele-ultrasonography for assisting ultrasound-naive resident doctors in detecting lower-limb deep venous thrombosis: A prospective controlled trialBo, Xiao-Wan / Sun, Li-Ping / Wan, Jing / Sun, Yi-Kang / Zhang, Ya-Qin / He, Tian / Qian, Zhe-Bin / Qin, Chuan / Guo, Le-Hang / Xu, Hui-Xiong et al. | 2022
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Novel cascade filter design of improved sparse low-rank matrix estimation and kernel adaptive filtering for ECG denoising and artifacts cancellationEltrass, Ahmed S. et al. | 2022
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Joint ensemble empirical mode decomposition and tunable Q factor wavelet transform based sleep stage classificationsHuang, Zuo / Wing-Kuen Ling, Bingo et al. | 2022
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DCML: Deep contrastive mutual learning for COVID-19 recognitionZhang, Hongbin / Liang, Weinan / Li, Chuanxiu / Xiong, Qipeng / Shi, Haowei / Hu, Lang / Li, Guangli et al. | 2022
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Non-invasive detection of coronary artery disease from photoplethysmograph using lumped parameter modellingDash, Ashutosh / Jain, Karan / Ghosh, Nirmalya / Patra, Amit et al. | 2022
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Ovarian cancer detection using optimized machine learning models with adaptive differential evolutionJuwono, Filbert H. / Wong, W.K. / Pek, Hui Ting / Sivakumar, Saaveethya / Acula, Donata D. et al. | 2022
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Noise reduction in speech signal of Parkinson’s Disease (PD) patients using optimal variable stage cascaded adaptive filter configurationPauline, S. Hannah / Dhanalakshmi, Samiappan / Kumar, R. / Narayanamoorthi, R. et al. | 2022
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DMU-Net: Dual-route mirroring U-Net with mutual learning for malignant thyroid nodule segmentationYang, Qinghan / Geng, Chong / Chen, Ruyue / Pang, Chen / Han, Run / Lyu, Lei / Zhang, Yuang et al. | 2022
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Low complexity and accurate Machine learning model for waterborne pathogen classification using only three handcrafted features from optofluidic imagesLuo, J. / Ser, W. / Liu, A. / Yap, P.H. / Liedberg, B. / Rayatpisheh, S. et al. | 2022
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Auto-encoder and bidirectional long short-term memory based automated arrhythmia classification for ECG signalRamkumar, M. / Sarath Kumar, R. / Manjunathan, A. / Mathankumar, M. / Pauliah, Jenopaul et al. | 2022
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3D convolutional neural networks with hybrid attention mechanism for early diagnosis of Alzheimer’s diseaseQin, Zhiwei / Liu, Zhao / Guo, Qihao / Zhu, Ping et al. | 2022
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A stability-enhanced CycleGAN for effective domain transformation of unpaired ultrasound imagesHuang, Lihong / Zhou, Zixia / Guo, Yi / Wang, Yuanyuan et al. | 2022
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Editorial Board| 2022
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Spatio-temporal evaluation of epileptic intracranial EEG based on entropy and synchronization: A phase transition ideaZhong, Lisha / He, Shuling / Yi, Fangji / Li, Xi / Wei, Linran / Zeng, Chen / Huang, Zhiwei / Li, Zhangyong et al. | 2022
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