ET-UMAP integration feature for ECG biometrics using Stacking (English)
- New search for: Li, Meiling
- Further information on Li, Meiling:
- https://orcid.org/0000-0002-1262-1897
- New search for: Si, Yujuan
- Further information on Si, Yujuan:
- https://orcid.org/0000-0001-8656-5827
- New search for: Yang, Weiyi
- New search for: Yu, Yongheng
- Further information on Yu, Yongheng:
- https://orcid.org/0000-0003-3568-4855
- New search for: Li, Meiling
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- New search for: Yu, Yongheng
In:
Biomedical Signal Processing and Control
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71
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2021
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ISSN:
- Article (Journal) / Electronic Resource
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Title:ET-UMAP integration feature for ECG biometrics using Stacking
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Contributors:
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Published in:
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Publication date:2021-09-07
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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 71
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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Research on the real-time control system of lower-limb gait movement based on motor imagery and central pattern generatorShen, Xiaoyan / Wang, Xuemei / Lu, Song / Li, Zhiling / Shao, Wei / Wu, Yan et al. | 2021
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Convolutional neural network with coarse-to-fine resolution fusion and residual learning structures for cross-modality image synthesisWu, Guoqing / Chen, Xi / Shi, Zhifeng / Zhang, Dachuan / Hu, Zhaoyu / Mao, Ying / Wang, Yuanyuan / Yu, Jinhua et al. | 2021
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Review on EHG signal analysis and its application in preterm diagnosisXu, Jinshan / Chen, Zhenqin / Lou, Hangxiao / Shen, Guojiang / Pumir, Alain et al. | 2021
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Automated sleep apnea detection in snoring signal using long short-term memory neural networksCheng, Siyi / Wang, Chao / Yue, Keqiang / Li, Ruixue / Shen, Fanlin / Shuai, Wenjie / Li, Wenjun / Dai, Lili et al. | 2021
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Non-invasive local pulse wave velocity using 4D-flow MRIMura, Joaquín / Sotelo, Julio / Mella, Hernán / Wong, James / Hussain, Tarique / Ruijsink, Bram / Uribe, Sergio et al. | 2021
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Graph based method for cell segmentation and detection in live-cell fluorescence microscope imagingHajdowska, Katarzyna / Student, Sebastian / Borys, Damian et al. | 2021
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Sparsity enhancing wavelets design for ECG and fetal ECG compressionAbhishek, S. / Veni, S. et al. | 2021
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Bone SPECT/CT image fusion based on the discrete Hermite transform and sparse representationBarba-J, Leiner / Vargas-Quintero, Lorena / Calderón-Agudelo, Jose A. et al. | 2021
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Estimating finger joint angles on surface EMG using Manifold Learning and Long Short-Term Memory with Attention mechanismAvian, Cries / Prakosa, Setya Widyawan / Faisal, Muhamad / Leu, Jenq-Shiou et al. | 2021
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Automatic glottis segmentation for laryngeal endoscopic images based on U-NetDing, Huijun / Cen, Qian / Si, Xiaoyu / Pan, Zhanpeng / Chen, Xiangdong et al. | 2021
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Adaptive terminal and supertwisting sliding mode controllers for acute Leukemia therapyIslam, Yasir / Ahmad, Iftikhar / Zubair, Muhammad / Islam, Asad et al. | 2021
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Detection of sleep apnea using deep neural networks and single-lead ECG signalsZarei, Asghar / Beheshti, Hossein / Asl, Babak Mohammadzadeh et al. | 2021
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Autonomic nervous pattern analysis of trait anxietyKong, Fanmeng / Wen, Wanhui / Liu, Guangyuan / Xiong, Ronglong / Yang, Xuehong et al. | 2021
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Control the position of a fluid sip by neural network controllerDehghani-Barenji, A. / Ghasemi, J. et al. | 2021
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Analyzing the impact of class transitions on the design of pattern recognition-based myoelectric control schemesTallam Puranam Raghu, Shriram / MacIsaac, Dawn / Scheme, Erik et al. | 2021
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Novel finger movement classification method based on multi-centered binary pattern using surface electromyogram signalsTuncer, Turker / Dogan, Sengul / Subasi, Abdulhamit et al. | 2021
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A hybrid CNN-LSTM model for high resolution melting curve classificationOzkok, Fatma Ozge / Celik, Mete et al. | 2021
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Automated detection of COVID-19 coughTena, Alberto / Clarià, Francesc / Solsona, Francesc et al. | 2021
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Lightweight convolutional neural network with knowledge distillation for cervical cells classificationChen, Wen / Gao, Liang / Li, Xinyu / Shen, Weiming et al. | 2021
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A classification method for EEG motor imagery signals based on parallel convolutional neural networkHan, Yuexing / Wang, Bing / Luo, Jie / Li, Long / Li, Xiaolong et al. | 2021
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Recognition of lower limb movements using empirical mode decomposition and k-nearest neighbor entropy estimator with surface electromyogram signalsWei, Chunfeng / Wang, Hong / Lu, Yanzheng / Hu, Fo / Feng, Naishi / Zhou, Bin / Jiang, Daqi / Wang, Zhen et al. | 2021
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Decoding SSVEP patterns from EEG via multivariate variational mode decomposition-informed canonical correlation analysisChang, Liang / Wang, Raofen / Zhang, Yu et al. | 2021
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SSVEP-gated EMG-based decoding of elbow angle during goal-directed reaching movementDavarinia, Fatemeh / Maleki, Ali et al. | 2021
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Deep Learning based Vertebral Body Segmentation with Extraction of Spinal Measurements and Disorder Disease ClassificationMasood, Rao Farhat / Taj, Imtiaz Ahmad / Khan, Muhammad Babar / Qureshi, Muhammad Asad / Hassan, Taimur et al. | 2021
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Arrhythmia classification of LSTM autoencoder based on time series anomaly detectionLiu, Pengfei / Sun, Xiaoming / Han, Yang / He, Zhishuai / Zhang, Weifeng / Wu, Chenxu et al. | 2021
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Endoscope image mosaic based on pyramid ORBZhang, Ziyan / Wang, Lixiao / Zheng, Wenfeng / Yin, Lirong / Hu, Rongrong / Yang, Bo et al. | 2021
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CovXmlc: High performance COVID-19 detection on X-ray images using Multi-Model classificationVerma, Sourabh Singh / Prasad, Ajay / Kumar, Anil et al. | 2021
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A region-based convolutional network for nuclei detection and segmentation in microscopy imagesLiang, Hao / Cheng, Zhiming / Zhong, Haiqin / Qu, Aiping / Chen, Lingna et al. | 2021
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Design of feedback-structured IIR notch filter with transient suppression using gain variationAmini, Sahar / Mozaffari Tazehkand, Behzad et al. | 2021
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Multi-modal cardiac function signals classification algorithm based on improved D-S evidence theoryLi, Jinghui / Ke, Li / Du, Qiang / Chen, Xiangmin / Ding, Xiaodi et al. | 2021
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Detecting hemorrhage types and bounding box of hemorrhage by deep learningErtuğrul, Ömer Faruk / Akıl, Muhammed Fatih et al. | 2021
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An Enhanced Fuzzy Segmentation Framework for extracting white matter from T1-weighted MR imagesVinurajkumar, S. / Anandhavelu, S. et al. | 2021
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Motor imagery based brain-computer interface: improving the EEG classification using Delta rhythm and LightGBM algorithmAbenna, Said / Nahid, Mohammed / Bajit, Abderrahim et al. | 2021
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A combined feature set for automatic diaphyseal Tibial fracture classification from X-Ray imagesV., Kumar Swamy / Anami, Basavaraj S. / Latte, Mrityunjaya V. et al. | 2021
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Subspace based Multiple Constrained Minimum Variance (SMCMV) beamformersMoiseev, Alexander / Herdman, Anthony T. / Ribary, Urs et al. | 2021
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Quantifying swimming activities using accelerometer signal processing and machine learning: A pilot studyQin, Xiong / Song, Yadong / Zhang, Guanqun / Guo, Fan / Zhu, Weimo et al. | 2021
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Channel separation-based network for the automatic anatomical site recognition using endoscopic imagesSun, Mingjian / Ma, Lingyu / Su, Xiufeng / Gao, Xiaozhong / Liu, Zichao / Ma, Liyong et al. | 2021
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EOG biofeedback protocol based on selecting distinctive features to treat or reduce ADHD symptomsSho’ouri, Nasrin et al. | 2021
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Reference-free adaptive filtering of extracellular neural signals recording in ultra-high field magnetic resonance imaging scanners: Removal of periodic interferencesCruttenden, Corey E. / Taylor, Jennifer M. / Ahmadi, Mahdi / Zhang, Yi / Zhu, Xiao-Hong / Chen, Wei / Rajamani, Rajesh et al. | 2021
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Simulation of reconstruction based on the system matrix for magnetic particle imagingChen, Xiaojun / Han, Xiao / Wang, Xiaolin / Liu, Weifeng / Gao, Tianxin / Wang, Ancong / Tang, Xiaoying et al. | 2021
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Exploring the impact of 3D movie watching on the brain source activities and energy consumption by ESI and fNIRSYao, Liuye / Zhou, Lu / Qian, Zhiyu / Zhu, Qiaoqiao / Liu, Yangyang / Zhang, Yameng / Li, Weitao / Xing, Lidong et al. | 2021
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Improvement decoding performance based on GQDA during a high engagement demanding paradigmFu, Rongrong / Xiang, Yifan / Han, Mengmeng / Sun, Guangbin / Jia, Chengcheng et al. | 2021
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CNN-based bi-directional and directional long-short term memory network for determination of face maskKoklu, Murat / Cinar, Ilkay / Taspinar, Yavuz Selim et al. | 2021
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Noise estimation in 2D MRI using DWT coefficients and optimized neural networkShukla, Vedant / Khandekar, Prasad / Khaparde, Arti et al. | 2021
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Deep hybrid architectures for binary classification of medical breast cancer imagesZerouaoui, Hasnae / Idri, Ali et al. | 2021
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Epidemic model dynamics and fuzzy neural-network optimal control with impulsive traveling and migrating: Case study of COVID-19 vaccinationTreesatayapun, C. et al. | 2021
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Improving geometric P-norm-based glioma segmentation through deep convolutional autoencoder encapsulationTakrouni, Wiem / Douik, Ali et al. | 2021
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Prototype design for bidirectional control of stepper motor using features of brain signals and soft computing toolsGupta, Gauri Shanker / Tripathi, Prabhat Ranjan / Kumar, Shikhar / Ghosh, Subhojit / Sinha, Rakesh Kumar et al. | 2021
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A deep learning-based framework For ECG signal denoising based on stacked cardiac cycle tensorRasti-Meymandi, Arash / Ghaffari, Aboozar et al. | 2021
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Singular Spectrum Analysis as a data-driven approach to the analysis of motor adaptation time seriesSwart, S.B. / den Otter, A.R. / Lamoth, C.J.C. et al. | 2021
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Luminosity and contrast enhancement of retinal vessel images using weighted average histogramKumar, Ravi / Kumar Bhandari, Ashish et al. | 2021
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MFCC-based Recurrent Neural Network for automatic clinical depression recognition and assessment from speechRejaibi, Emna / Komaty, Ali / Meriaudeau, Fabrice / Agrebi, Said / Othmani, Alice et al. | 2021
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A multi model ensemble based deep convolution neural network structure for detection of COVID19Deb, Sagar Deep / Jha, Rajib Kumar / Jha, Kamlesh / Tripathi, Prem S et al. | 2021
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Detection of COVID-19 findings by the local interpretable model-agnostic explanations method of types-based activations extracted from CNNsToğaçar, Mesut / Muzoğlu, Nedim / Ergen, Burhan / Yarman, Bekir Sıddık Binboğa / Halefoğlu, Ahmet Mesrur et al. | 2021
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A new dynamically convergent differential neural network for brain signal recognitionZhang, Zhijun / Sun, Jiansheng / Chen, Tao et al. | 2021
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Improving random walker segmentation using a nonlocal bipartite graphWang, Linbo / Li, Meng / Fang, Xianyong / Nappi, Michele / Wan, Shaohua et al. | 2021
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A hybrid deep transfer learning-based approach for Parkinson's disease classification in surface electromyography signalsRezaee, Khosro / Savarkar, Somayeh / Yu, Xiaofeng / Zhang, Jingyu et al. | 2021
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Autonomous localization and segmentation for body composition quantization on abdominal CTZhang, Guyue / Yang, Yang / Xu, Shangliang / Nan, Yang / Lv, Chuanfeng / Wei, Lina / Qian, Tianwei / Han, Jun / Xie, Guotong et al. | 2021
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Efficient scheme for WCE image compression based on strategic chroma subsampling and encodingBabu, Caren / Chandy, D. Abraham / Christinal, Hepzibah A. et al. | 2021
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Design of Anfis based pacemaker controller having improved transient response and its FPGA implementationSrivastava, Rohini / Kumar, Basant et al. | 2021
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Automatic sign language recognition based on accelerometry and surface electromyography signals: A study for Colombian sign languagePereira-Montiel, E. / Pérez-Giraldo, E. / Mazo, J. / Orrego-Metaute, D. / Delgado-Trejos, E. / Cuesta-Frau, D. / Murillo-Escobar, J. et al. | 2021
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Sparse-sampling photoacoustic computed tomography: Deep learning vs. compressed sensingZhang, Xueting / Ma, Fei / Zhang, Yuanke / Wang, Jiajun / Liu, Chengbo / Meng, Jing et al. | 2021
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Quantitative assessment of essential tremor based on machine learning methods using wearable deviceMa, Chenbin / Li, Deyu / Pan, Longsheng / Li, Xuemei / Yin, Chunyu / Li, Ailing / Zhang, Zhengbo / Zong, Rui et al. | 2021
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Conflicting interactions in multiple closed-loop controlled critical care Treatments: A hemorrhage resuscitation-intravenous propofol sedation case studyYin, Weidi / Tivay, Ali / Kramer, George C. / Bighamian, Ramin / Hahn, Jin-Oh et al. | 2021
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Editorial Board| 2022
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Sensor fusion in human blood pressure measurements using oscillometric and auscultatory principles: Error analysis and implementationTavares, Noel / Vetrekar, Narayan / Gad, R.S. / Kakodkar, Uday et al. | 2021
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Robust dynamic output feedback control of blood glucose level in diabetic rat with robust descriptor Kalman filterRahmanian, Farnoosh / Asemani, Mohammad Hassan / Dehghani, Maryam / Mobayen, Saleh et al. | 2021
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Automated diagnosis of muscle diseases from EMG signals using empirical mode decomposition based methodDubey, Rahul / Kumar, Mohit / Upadhyay, Abhay / Pachori, Ram Bilas et al. | 2021
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Semi-automated and interactive segmentation of contrast-enhancing masses on breast DCE-MRI using spatial fuzzy clusteringMilitello, Carmelo / Rundo, Leonardo / Dimarco, Mariangela / Orlando, Alessia / Conti, Vincenzo / Woitek, Ramona / D’Angelo, Ildebrando / Bartolotta, Tommaso Vincenzo / Russo, Giorgio et al. | 2021
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Personalized recognition of wake/sleep state based on the combined shapelets and K-means algorithmGeng, Duyan / Qin, Zhaoxu / Wang, Jiaxing / Gao, Zeyu / Zhao, Ning et al. | 2021
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Classification cardiac beats using arterial blood pressure signal based on discrete wavelet transform and deep convolutional neural networkArvanaghi, Roghayyeh / Danishvar, Sebelan / Danishvar, Morad et al. | 2021
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An efficient nonlinear explicit model predictive control to regulate blood glucose in type-1 diabetic patient under parametric uncertaintiesAcharya, Debasis / Das, Dushmanta Kumar et al. | 2021
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Automated diagnosis of breast cancer using multi-modal datasets: A deep convolution neural network based approachMuduli, Debendra / Dash, Ratnakar / Majhi, Banshidhar et al. | 2021
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Heart disease data based privacy preservation using enhanced ElGamal and ResNet classifierCharles, V. Benhar / Surendran, D. / SureshKumar, A. et al. | 2021
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Wearable sensors and machine learning in post-stroke rehabilitation assessment: A systematic reviewBoukhennoufa, Issam / Zhai, Xiaojun / Utti, Victor / Jackson, Jo / McDonald-Maier, Klaus D. et al. | 2021
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Nonintrusive objective measurement of speech intelligibility: A review of methodologyFeng, Yong / Chen, Fei et al. | 2021
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Emotion classification with multichannel physiological signals using hybrid feature and adaptive decision fusionYan, MaoSong / Deng, Zhen / He, BingWei / Zou, ChengSheng / Wu, Jie / Zhu, ZhaoJu et al. | 2021
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Sperm morphology analysis by using the fusion of two-stage fine-tuned deep networksIlhan, Hamza Osman / Serbes, Gorkem et al. | 2021
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Artificial intelligence-based approach for atrial fibrillation detection using normalised and short-duration time-frequency ECGRahul, Jagdeep / Sharma, Lakhan Dev et al. | 2021
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The intracranial Windkessel implies arteriovenous pulsatile coupling increased by venous resistancesBaselli, Giuseppe / Laganà, Maria Marcella et al. | 2021
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A novel approach for decomposition of biomedical signals in different applications based on data-adaptive Gaussian average filteringLin, Yue-Der / Tan, Yong Kok / Tian, Baofeng et al. | 2021
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Real-time application based CNN architecture for automatic USCT bone image segmentationFradi, Marwa / Zahzah, El-hadi / Machhout, Mohsen. et al. | 2021
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Multiple contaminant biosignal quality analysis for electrocardiographyAbbasi, Muhammad Usman / Rashad, Anum / Srivastava, Gautam / Tariq, Muhammad et al. | 2021
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ResBCU-Net: Deep learning approach for segmentation of skin imagesBadshah, Noor / Ahmad, Asif et al. | 2021
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Image based quantification of the proximal femur shape deformities in 3D by using the contralateral healthy shape structure: A preliminary studyMemiş, Abbas / Varlı, Songül / Bilgili, Fuat et al. | 2021
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Emboli detection using a wrapper-based feature selection algorithm with multiple classifiersSakar, Betul Erdogdu / Serbes, Gorkem / Aydin, Nizamettin et al. | 2021
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Joint disease classification and lesion segmentation via one-stage attention-based convolutional neural network in OCT imagesLiu, Xiaoming / Bai, Yingjie / Cao, Jun / Yao, Junping / Zhang, Ying / Wang, Man et al. | 2021
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A deep framework for enhancement of diagnostic information in CSMRI reconstructionDatta, Sumit / Dandapat, Samarendra / Deka, Bhabesh et al. | 2021
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Attention gated tensor neural network architectures for speech emotion recognitionPandey, Sandeep Kumar / Shekhawat, Hanumant Singh / Prasanna, S.R.M et al. | 2021
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Reliability of the kinematic theory parameters during handwriting tasks on a vertical setupLaurent, Anaïs / Plamondon, Réjean / Begon, Mickaël et al. | 2021
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Corrigendum to “Non- invasive Localization of the Ectopic Foci of Focal Atrial Tachycardia by Using ECG Signal based Sparse Decomposition Algorithm”Mohammadi, Fatemeh / Sheikhani, Ali / Razzazi, Farbod / Ghorbani Sharif, Alireza et al. | 2021
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Automated knee ligament injuries classification method based on exemplar pyramid local binary pattern feature extraction and hybrid iterative feature selectionDemir, Sukru / Key, Sefa / Baygin, Mehmet / Tuncer, Turker / Dogan, Sengul / Brahim Belhaouari, Samir / Kursad Poyraz, Ahmet / Gurger, Murat et al. | 2021
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Redundancy reduced depthwise separable convolution for glaucoma classification using OCT imagesSunija, A.P. / Gopi, Varun P. / Palanisamy, P. et al. | 2021
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Lesion attentive thoracic disease diagnosis with large decision margin lossZhang, Tao / Li, Xuan / Qu, Zhisheng et al. | 2021
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One-dimensional convolutional neural networks for low/high arousal classification from electrodermal activitySánchez-Reolid, Roberto / López de la Rosa, Francisco / López, María T. / Fernández-Caballero, Antonio et al. | 2021
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Low-cost image analysis with convolutional neural network for herpes zosterMejía Lara, Jennifer Vanessa / Arias Velásquez, Ricardo Manuel et al. | 2021
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Soliton-based single-point pulse wave velocity model: A quantum mechanical approachPiliouras, Evangelos / Laleg-Kirati, Taous-Meriem et al. | 2021
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Bias correction of intensity inhomogeneous images hybridized with superpixel segmentationLi, Dongxiu / Chen, Shuaizheng / Feng, Chaolu / Li, Wei / Yu, Kun et al. | 2021
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A retinex based non-local total generalized variation framework for OCT image restorationSmitha, A. / Febin, I.P. / Jidesh, P. et al. | 2021
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Novel method of multi-frequency flicker to stimulate SSVEP and frequency recognitionChang, Chih-Tsung / Huang, Chun-Hui et al. | 2021
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Joint spatial and temporal features extraction for multi-classification of motor imagery EEGJia, Xueyu / Song, Yonghao / Yang, Lie / Xie, Longhan et al. | 2021
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Considering blood scattering effect in noninvasive optical detection of blood components using dynamic spectrum along with time varying filter based empirical mode decompositionAwelisah, Yussif Moro / Li, Gang / Wang, Yuyu / Tang, Wei / Lin, Ling et al. | 2021
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Attention Res-UNet with Guided Decoder for semantic segmentation of brain tumorsMaji, Dhiraj / Sigedar, Prarthana / Singh, Munendra et al. | 2021
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A novel analytical method to measure intra-individual variability of steady-state evoked potentials; new insights into attention deficitNorouzpour, Amir / Klein, Stanley A. et al. | 2021
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Wrist and finger motion recognition via M-mode ultrasound signal: A feasibility studyLi, Jianmin / Zhu, Kun / Pan, Lizhi et al. | 2021
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Computer-aided detection of breast cancer on the Wisconsin dataset: An artificial neural networks approachAlshayeji, Mohammad H. / Ellethy, Hanem / Abed, Sa'ed / Gupta, Renu et al. | 2021
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Neuromuscular disorders detection through time-frequency analysis and classification of multi-muscular EMG signals using Hilbert-Huang transformTorres-Castillo, Jonathan R. / López-López, Carlos Omar / Padilla-Castañeda, Miguel A. et al. | 2021
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COVID-19 disease identification from chest CT images using empirical wavelet transformation and transfer learningGaur, Pramod / Malaviya, Vatsal / Gupta, Abhay / Bhatia, Gautam / Pachori, Ram Bilas / Sharma, Divyesh et al. | 2021
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Sleeping stage classification based on joint quaternion valued singular spectrum analysis and ensemble empirical mode decompositionHuang, Zuo / Ling, Bingo Wing-Kuen et al. | 2021
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Predicting hypoxic hypoxia using machine learning and wearable sensorsSnider, Dallas H. / Linnville, Steven E. / Phillips, Jeffrey B. / Rice, G. Merrill et al. | 2021
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A new 3D MRI segmentation method based on Generative Adversarial Network and Atrous ConvolutionÇelik, Gaffari / Talu, Muhammed Fatih et al. | 2021
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Classification of White blood cell using Convolution Neural NetworkGirdhar, Ashish / Kapur, Himani / Kumar, Vijay et al. | 2021
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Estimating brain periodic sources activities in steady-state visual evoked potential using local fourier independent component analysisTabanfar, Zahra / Ghassemi, Farnaz / Moradi, Mohammad Hassan et al. | 2021
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HLDnet: Novel deep learning based Artificial Intelligence tool fuses acetic acid and Lugol’s iodine cervicograms for accurate pre-cancer screeningYan, Ling / Song, Haoxuan / Guo, Yi / Ren, Peng / Zhou, Wenhui / Li, Shufeng / Yang, Jingjing / Shen, Xingfa et al. | 2021
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Skin cancer detection using Kernel Fuzzy C-means and Developed Red Fox Optimization algorithmFu, Zexian / An, Jing / Yang, Qiuyu / Yuan, Haojun / Sun, Yuhang / Ebrahimian, Homayoun et al. | 2021
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Empirical mode decomposition denoising of the electroretinogram to enhance measurement of the photopic negative responseSarossy, Marc / Crowston, Jonathan / Kumar, Dinesh / Wu, Zhichao et al. | 2021
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A systematic analysis of ATPase Cation transporting 13A2 (ATP13A2) transcriptional expression and prognostic value in human brain cancerAlam, Rahat / Biswas, Sattyajit / Haque, Farhana / Pathan, Mohammad Turhan / Imon, Raihan Rahman / Talukder, Md. Enamul Kabir / Samad, Abdus / Asseri, Amer H. / Ahammad, Foysal et al. | 2021
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Detection of mild cognitive Impairment from gait using Adaptive Neuro-Fuzzy Inference systemSeifallahi, Mahmoud / Hassani Mehraban, Afsoon / Khamseh, Fatemeh / Salehi, Masoumeh / Hajati, Gholamreza / Khansari, Mehrdad / Ahmadzadeh, Mina / Babaie, Mehrzad et al. | 2021
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An independent central point OPTICS clustering algorithm for semi-supervised outlier detection of continuous glucose measurementsZhao, Yuhang / Li, Hongru / Yu, Xia / Ma, Ning / Yang, Tao / Zhou, Jian et al. | 2021
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A cluster based model for brain activity data stagingFonseca, André / Deolindo, Camila Sardeto / Miranda, Taisa / Morya, Edgard / Amaro Jr, Edson / Machado, Birajara Soares et al. | 2021
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Spectral F-wave index for automatic identification of atrial fibrillation in very short electrocardiogramsSbrollini, Agnese / Marcantoni, Ilaria / Morettini, Micaela / Burattini, Laura et al. | 2021
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Untangling the graph based features for lung sound auscultationSankararaman, S. et al. | 2021
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Cognitive assistant DeepNet model for detection of cardiac arrhythmiaMohebbanaaz / Padma Sai, Y. / Rajani Kumari, L.V. et al. | 2021
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Deep learning based fall detection using smartwatches for healthcare applicationsŞengül, Gökhan / Karakaya, Murat / Misra, Sanjay / Abayomi-Alli, Olusola O. / Damaševičius, Robertas et al. | 2021
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Corrigendum to “Identification of autism spectrum disorder using multi-regional resting-state data through an attention learning approach” [Biomed. Signal Process. Control 69 (2021) 102833]Liu, Yaya / Xu, Lingyu / Yu, Jie / Li, Jun / Yu, Xuan et al. | 2021
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A deep learning based approach for automatic detection of COVID-19 cases using chest X-ray imagesBhattacharyya, Abhijit / Bhaik, Divyanshu / Kumar, Sunil / Thakur, Prayas / Sharma, Rahul / Pachori, Ram Bilas et al. | 2021
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Fetal heart rate estimation by non-invasive single abdominal electrocardiography in real clinical conditionsDia, Nafissa / Fontecave-Jallon, Julie / Resendiz, Mariel / Faisant, Marie-Caroline / Equy, Veronique / Riethmuller, Didier / Gumery, Pierre-Yves / Rivet, Bertrand et al. | 2021
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Optimizing non-uniform multivariate embedding for multiscale entropy analysis of complex systemsGu, Haidong / Chou, Chun-An et al. | 2021
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A novel approach for fundus image enhancementRaj, Aditya / Shah, Nisarg A. / Tiwari, Anil Kumar et al. | 2021
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Alzheimer’s disease classification using pre-trained deep networksShanmugam, Jayanthi Venkatraman / Duraisamy, Baskar / Simon, Blessy Chittattukarakkaran / Bhaskaran, Preethi et al. | 2021
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Integrating a novel SRCRN network for segmentation with representative batch-mode experiments for detecting melanomaBektaş, Jale / Bektaş, Yasin / Ersin Kangal, Evrim et al. | 2021
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Bayesian optimization of multiclass SVM for efficient diagnosis of erythemato-squamous diseasesElsayad, Alaa M. / Nassef, Ahmed M. / Al-Dhaifallah, Mujahed et al. | 2021
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Study of heart-rate variability in a video task using Holo-Hilbert spectral analysisLee, Te-Min / Lee, Po-Lei / Lee, I-Hui / Lee, Wei-Keung / Wu, Tien-Yu / Hsu, Hao-Teng / Yeh, Chia-Lung / Lin, Pin-Jun / Shyu, Kuo-Kai et al. | 2021
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Attention deficit/hyperactivity disorder Classification based on deep spatio-temporal features of functional Magnetic Resonance ImagingLiu, Shuaiqi / Zhao, Ling / Zhao, Jie / Li, Bing / Wang, Shui-Hua et al. | 2021
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A sleep apnea-hypopnea syndrome automatic detection and subtype classification method based on LSTM-CNNYu, Hui / Liu, Dongyi / Zhao, Jing / Chen, Zhen / Gou, Chengxiang / Huang, Xueying / Sun, Jinglai / Zhao, Xiaoyun et al. | 2021
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Analysis of working memory from EEG signals under different emotional statesBarkana, Buket D. / Ozkan, Yusuf / Badara, Joanna A. et al. | 2021
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Classification of myositis from muscle ultrasound images using deep learningUçar, Emine et al. | 2021
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A deep learning method with residual blocks for automatic spinal cord segmentation in planning CTBandeira Diniz, João Otàvio / Ferreira, Jonnison Lima / Bandeira Diniz, Pedro Henrique / Silva, Aristófanes Corrêa / Paiva, Anselmo Cardoso et al. | 2021
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AFM image analysis of porous structures by means of neural networksGiergiel, Magdalena / Zapotoczny, Bartlomiej / Czyzynska-Cichon, Izabela / Konior, Jerzy / Szymonski, Marek et al. | 2021
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Personalized fusion of ultrasound and electromyography-derived neuromuscular features increases prediction accuracy of ankle moment during plantarflexionZhang, Qiang / Clark, William H. / Franz, Jason R. / Sharma, Nitin et al. | 2021
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Automatic detection of poor quality signals as a pre-processing scheme in the analysis of sEMG in swallowingCuadros-Acosta, J. / Orozco-Duque, A. et al. | 2021
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A portable medical device for detecting diseases using Probabilistic Neural NetworkMoradkhani, Ali / Broumandnia, Ali / Mirabedini, Seyed Javad et al. | 2021
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Dynamic modeling and simulation of the human cardiovascular system with PDAOrtiz-Rangel, Estela / Guerrero-Ramírez, Gerardo Vicente / García-Beltrán, Carlos Daniel / Guerrero-Lara, Marcela / Adam-Medina, Manuel / Astorga-Zaragoza, Carlos Manuel / Reyes-Reyes, Juan / Posada-Gómez, Rubén et al. | 2021
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Computer aided diagnosis system for cervical lymph nodes in CT images using deep learningTekchandani, Hitesh / Verma, Shrish / Londhe, Narendra D. / Jain, Rajiv Ratan / Tiwari, Avani et al. | 2021
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Classification of Giemsa staining chromosome using input-aware deep convolutional neural network with integrated uncertainty estimatesWei, Hua / Gao, Wen / Nie, Haitao / Sun, Jiaqi / Zhu, Ming et al. | 2021
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ET-UMAP integration feature for ECG biometrics using StackingLi, Meiling / Si, Yujuan / Yang, Weiyi / Yu, Yongheng et al. | 2021
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Pulse rate estimation from forehead photoplethysmograph signal using RLS adaptive filtering with dynamical reference signalWan, Chunting / Chen, Dongyi / Yang, Juan et al. | 2021
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Automating LC–MS/MS mass chromatogram quantification: Wavelet transform based peak detection and automated estimation of peak boundaries and signal-to-noise ratio using signal processing methods.Rupprecht, Florian / Enge, Soren / Schmidt, Kornelius / Gao, Wei / Miller, Robert et al. | 2021
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Multimodal image fusion and denoising in NSCT domain using CNN and FOTGVGoyal, Sonal / Singh, Vijander / Rani, Asha / Yadav, Navdeep et al. | 2021
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Feature extraction for abnormality detection in capsule endoscopy imagesAmiri, Zahra / Hassanpour, Hamid / Beghdadi, Azeddine et al. | 2021
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Toe PPG sample extension for supervised machine learning approaches to simultaneously predict type 2 diabetes and peripheral neuropathyXiao, Ming–Xia / Lu, Chang–Hua / Ta, Na / Wei, Hai–Cheng / Yang, Cheng–Chan / Wu, Hsien–Tsai et al. | 2021
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A simple proposition for heart sound signal de-noising for effective components identification in normal and abnormal casesMaity, Arnab / Mandal, Dulal / Saha Misra, Iti et al. | 2021
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Faster Region-Convolutional Neural network oriented feature learning with optimal trained Recurrent Neural Network for bone age assessment for pediatricsDeshmukh, Sonal / Khaparde, Arti et al. | 2021
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Characterization and classification of Parkinson’s disease patients based on symbolic dynamics analysis of heart rate variabilityDorantes-Méndez, Guadalupe / Mendez, Martin O. / Méndez-Magdaleno, Laura E. / Muñoz-Mata, Brenda G. / Rodríguez-Leyva, Ildefonso / Mejía-Rodríguez, Aldo R. et al. | 2021
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Measurement of whole-brain atrophy progression using microwave signal analysisUllah, Rahmat / Saied, Imran / Arslan, Tughrul et al. | 2021
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Recognition of driver’s mental workload based on physiological signals, a comparative studyHuang, Jing / Liu, Yu / Peng, Xiaoyan et al. | 2021
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Motor imagery classification in brain-machine interface with machine learning algorithms: Classical approach to multi-layer perceptron modelSharma, Rahul / Kim, Minju / Gupta, Akansha et al. | 2021
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Imbalanced heartbeat classification using EasyEnsemble technique and global heartbeat informationWang, Tao / Lu, Changhua / Ju, Wei / Liu, Chun et al. | 2021
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A neural network-based model for lower limb continuous estimation against the disturbance of uncertaintyLi, Wanting / Liu, Keping / Sun, Zhongbo / Li, Chunxu / Chai, Yuanyuan / Gu, Jian et al. | 2021
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Tracking of informative gamma frequency range in local field potentials of anesthetized rat olfactory bulb for odor discriminationShepelev, Igor / Kiroy, Valery / Scherban, Igor / Kosenko, Petr / Smolikov, Alexey / Saevskiy, Anton et al. | 2021
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Width-wise vessel bifurcation for improved retinal vessel segmentationKhan, Tariq M. / Khan, Mohammad A.U. / Rehman, Naveed Ur / Naveed, Khuram / Afridi, Imran Uddin / Naqvi, Syed Saud / Raazak, Imran et al. | 2021
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A method for eliminating the disturbance of pseudo-textural-direction in ultrasound image feature extractionZhao, Yanan / Zhang, Dong / Lin, Liping / Yang, Yan et al. | 2021
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A novel ECG signal compression using wavelet and discrete anamorphic stretch transformsR, Thilagavathy / B, Venkataramani et al. | 2021
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Image fusion algorithm based on unsupervised deep learning-optimized sparse representationAn, Feng-Ping / Ma, Xing-min / Bai, Lei et al. | 2021
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EE-Net: An edge-enhanced deep learning network for jointly identifying corneal micro-layers from optical coherence tomographyWang, Lei / Shen, Meixiao / Shi, Ce / Zhou, Yuheng / Chen, Yang / Pu, Jiantao / Chen, Hao et al. | 2021
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Spoken and Inner Speech-related EEG Connectivity in Different Spatial DirectionKiroy, V.N. / Bakhtin, O.M. / Krivko, E.M. / Lazurenko, D.M. / Aslanyan, E.V. / Shaposhnikov, D.G. / Shcherban, I.V. et al. | 2021
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Optimizing the lateral beamforming step for filtered-delay multiply and sum beamforming to improve active contour segmentation using ultrafast ultrasound imagingMoubark, Asraf Mohamed / Alomari, Zainab / Mohd Zaman, Mohd Hairi / Zulkifley, Mohd Asyraf / Md Ali, Sawal Hamid / Nie, Luzhen / Freear, Steven et al. | 2021
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Investigation of automated sleep staging from cardiorespiratory signals regarding clinical applicability and robustnessGoldammer, Miriam / Zaunseder, Sebastian / Brandt, Moritz D. / Malberg, Hagen / Gräßer, Felix et al. | 2021
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Towards an efficient system for hyperthermia treatment of breast tumorsNizam-Uddin, N. / Abdulkawi, Wazie M. / Elshafiey, Ibrahim / Sheta, Abdel-Fattah A. et al. | 2021
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An automatic tumour growth prediction based segmentation using full resolution convolutional network for brain tumourSasank, V.V.S. / Venkateswarlu, S. et al. | 2021
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Development of a biofeedback system using harmonic musical intervals to control heart rate variability with a generative adversarial networkIdrobo-Ávila, Ennio / Loaiza-Correa, Humberto / Muñoz-Bolaños, Flavio / van Noorden, Leon / Vargas-Cañas, Rubiel et al. | 2021
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Hypoglycemia prevention: PID-type controller adaptation for glucose rate limiting in Artificial Pancreas SystemRosales, Nicolas / De Battista, Hernan / Garelli, Fabricio et al. | 2021
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Considering the effect of correlation between the channels in multivariate detectors for evoked responses in the electroencephalogramMiranda de Sá, Antonio Mauricio F.L. / Zanotelli, Tiago / Mendes, Eduardo M.A.M. / Felix, Leonardo B. / Simpson, David M. et al. | 2021
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Dynamics and synchronization control in schizophrenia for EEG signalsYao, Rong / Xue, Jiayue / Li, Haifang / Wang, Qianshan / Deng, Hongxia / Tan, Shuping et al. | 2021
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A complex network based approach for knee Osteoarthritis detection: Data from the Osteoarthritis initiativeRibas, Lucas C. / Riad, Rabia / Jennane, Rachid / Bruno, Odemir M. et al. | 2021
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Epileptic-seizure classification using phase-space representation of FBSE-EWT based EEG sub-band signals and ensemble learnersAnuragi, Arti / Singh Sisodia, Dilip / Pachori, Ram Bilas et al. | 2021
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Myocardial Pathology Segmentation of Multi-modal Cardiac MR Images with a Simple but Efficient Siamese U-shaped NetworkLi, Weisheng / Wang, Linhong / Li, Feiyan / Qin, Sheng / Xiao, Bin et al. | 2021
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ARF-Net: An Adaptive Receptive Field Network for breast mass segmentation in whole mammograms and ultrasound imagesXu, Chunbo / Qi, Yunliang / Wang, Yiming / Lou, Meng / Pi, Jiande / Ma, Yide et al. | 2021
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Analysis of phase interactions between heart rate variability, respiration and peripheral microhemodynamics oscillations of upper and lower extremities in humanTikhonova, Irina V. / Grinevich, Andrey A. / Tankanag, Arina V. et al. | 2021
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A realistic approach to treatment design based on impulsive synchronizationGarjani, Hasti / Ozgoli, Sadjaad et al. | 2021
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An age-dependent Connectivity-based computer aided diagnosis system for Autism Spectrum Disorder using Resting-state fMRIHaghighat, Hossein / Mirzarezaee, Mitra / Nadjar Araabi, Babak / Khadem, Ali et al. | 2021
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A non-subsampled Shearlet transform based approach for heartbeat sound watermarkingMoad, Med Sayah / Kafi, Med Redouane / Khaldi, Amine et al. | 2021
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Variability of cardiorespiratory interactions under different breathing patternsLukarski, Dushko / Stavrov, Dushko / Stankovski, Tomislav et al. | 2021
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Region-to-boundary deep learning model with multi-scale feature fusion for medical image segmentationLiu, Xiaowei / Yang, Lei / Chen, Jianguo / Yu, Siyang / Li, Keqin et al. | 2021
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Multilayer perceptron neural network model development for mechanical ventilator parameters prediction by real time system learningRadhakrishnan, Sita / Nair, Suresh G. / Isaac, Johney et al. | 2021
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Automatic detection of obstructive and restrictive lung disease from features extracted from ECG and ECG derived respiration signalsSarkar, Surita / Bhattacharyya, Parthasarathi / Mitra, Madhuchhanda / Pal, Saurabh et al. | 2021
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1D-FHRNet: Automatic Diagnosis of Fetal Acidosis from Fetal Heart Rate SignalsBaghel, Neeraj / Burget, Radim / Dutta, Malay Kishore et al. | 2021
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Analyzing and identifying oscillatory activities of emotions based on Electroencephalography signals using power spectral density and spatial filtering techniquesRamzan, Munaza / Dawn, Suma et al. | 2021
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Novel architecture with selected feature vector for effective classification of mitotic and non-mitotic cells in breast cancer histology imagesRehman, Mobeen Ur / Akhtar, Suhail / Zakwan, Muhammad / Mahmood, Muhammad Habib et al. | 2021
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Accurate classification of depression through optimized machine learning models on high-dimensional noisy dataFang, Xingang / Klawohn, Julia / De Sabatino, Alexander / Kundnani, Harsh / Ryan, Jonathan / Yu, Weikuan / Hajcak, Greg et al. | 2021
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Classification and identification of epileptic EEG signals based on signal enhancementJing, Jun / Pang, Xuewen / Pan, Zuozhou / Fan, Fengjie / Meng, Zong et al. | 2021
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Actual, sham and no-feedback effects in motor imagery practiceStefano Filho, Carlos A. / Attux, Romis / Castellano, Gabriela et al. | 2021
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Reconstructed phase space portraits for detecting brain diseases using deep learningIlakiyaselvan, N. / Khan, A. Nayeemulla / Shahina, A. et al. | 2021