Depression status identification using autoencoder neural network (English)
- New search for: Sharma, Vivek
- Further information on Sharma, Vivek:
- https://orcid.org/0000-0003-1374-9865
- New search for: Prakash, Neelam Rup
- New search for: Kalra, Parveen
- New search for: Sharma, Vivek
- New search for: Prakash, Neelam Rup
- New search for: Kalra, Parveen
In:
Biomedical Signal Processing and Control
;
75
;
2022
-
ISSN:
- Article (Journal) / Electronic Resource
-
Title:Depression status identification using autoencoder neural network
-
Contributors:
-
Published in:
-
Publisher:
- New search for: Elsevier Ltd
-
Publication date:2022-02-04
-
ISSN:
-
DOI:
-
Type of media:Article (Journal)
-
Type of material:Electronic Resource
-
Language:English
-
Keywords:
-
Source:
Table of contents – Volume 75
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.
-
Analysis of single channel electroencephalographic signals for visual creativity: A pilot studyGopan K, Gopika / Reddy, S.V.R. Aditya / Rao, Madhav / Sinha, Neelam et al. | 2022
-
Multi-modal data Alzheimer’s disease detection based on 3D convolutionKong, Zhaokai / Zhang, Mengyi / Zhu, Wenjun / Yi, Yang / Wang, Tian / Zhang, Baochang et al. | 2022
-
Identification of DNA modification sites based on elastic net and bidirectional gated recurrent unit with convolutional neural networkYu, Bin / Zhang, Yaqun / Wang, Xue / Gao, Hongli / Sun, Jianqiang / Gao, Xin et al. | 2022
-
Adaptive blood cell segmentation and hybrid Learning-based blood cell classification: A Meta-heuristic-based modelAnita Davamani, K. / Rene Robin, C.R. / Doreen Robin, D. / Jani Anbarasi, L. et al. | 2022
-
Corrigendum to “Broad learning system stacking with multi-scale attention for the diagnosis of gastric intestinal metaplasia” [Biomed. Signal Process. Control 73 (2022) 103476]Wong, Pak Kin / Yao, Liang / Yan, Tao / Choi, I. Cheong / Yu, Hon Ho / Hu, Ying et al. | 2022
-
A novel hyperbolic intuitionistic fuzzy divergence measure based mammogram enhancement for visual elucidation of breast lesionsGhosh, Swarup Kr / Ghosh, Anupam et al. | 2022
-
A new method of detecting the characteristic waves and their onset and end in electrocardiogram signalsLi, Guixiang / Huang, Dequn / Wang, Lei / Zhou, Jing / Chen, Jun / Wu, Kai / Xu, Weikang et al. | 2022
-
LSDD-EEGNet: An efficient end-to-end framework for EEG-based depression detectionSong, XinWang / Yan, DanDan / Zhao, LuLu / Yang, LiCai et al. | 2022
-
CCE-Net: A rib fracture diagnosis network based on contralateral, contextual, and edge enhanced modulesGao, Yuan / Liu, Hongzhi / Jiang, Liang / Yang, Chunfeng / Yin, Xindao / Coatrieux, Jean-Louis / Chen, Yang et al. | 2022
-
Subject independent emotion recognition using EEG signals employing attention driven neural networksArjun / Rajpoot, Aniket Singh / Panicker, Mahesh Raveendranatha et al. | 2022
-
TDABNet: Three-directional attention block network for the determination of IDH status in low- and high-grade gliomas from MRIAi, Lingmei / Bai, Wenhao / Li, Mengge et al. | 2022
-
Classification of surface electromyography and gyroscopic signals of finger gestures acquired by Myo armband using machine learning methodsTepe, Cengiz / Erdim, Muhammed et al. | 2022
-
An adaptive self-guided wavelet convolutional neural network with compound loss for low-dose CT denoisingLi, Saize / Li, Qing / Li, Runrui / Wu, Wei / Zhao, Juanjuan / Qiang, Yan / Tian, Yuling et al. | 2022
-
Physiological monitoring of stress and major depression: A review of the current monitoring techniques and considerations for the futureAhmed, Tashfia / Qassem, Meha / Kyriacou, Panicos A. et al. | 2022
-
Hybrid multiagent based adaptive genetic algorithm for limited view tomography using oppositional learningMishra, Raghavendra / Bajpai, Manish Kumar et al. | 2022
-
Agent-based beat-by-beat compression of 12-lead electrocardiogram signal using adaptive Fourier decompositionBanerjee, Soumyendu / Singh, Girish Kumar et al. | 2022
-
Deep adaptation network for subject-specific sleep stage classification based on a single-lead ECGTang, Minfang / Zhang, Zhiwei / He, Zhengling / Li, Weisong / Mou, Xiuying / Du, Lidong / Wang, Peng / Zhao, Zhan / Chen, Xianxiang / Li, Xiaoran et al. | 2022
-
A deep learning strategy for EMG-based joint position prediction in hip exoskeleton assistive robotsForoutannia, Ali / Akbarzadeh-T, Mohammad-R / Akbarzadeh, Alireza et al. | 2022
-
Depression status identification using autoencoder neural networkSharma, Vivek / Prakash, Neelam Rup / Kalra, Parveen et al. | 2022
-
A supervised independent component analysis algorithm for motion imagery-based brain computer interfaceZou, Yijun / Zhao, Xingang / Chu, Yaqi / Xu, Weiliang / Han, Jianda / Li, Wei et al. | 2022
-
A lightweight and accurate double-branch neural network for four-class motor imagery classificationMa, Weifeng / Gong, Yifei / Xue, Haojie / Liu, Yang / Lin, Xuefen / Zhou, Gongxue / Li, Yaru et al. | 2022
-
CSAUNet: A cascade self-attention u-shaped network for precise fundus vessel segmentationHuang, Zheng / Sun, Ming / Liu, Yuxin / Wu, Jiajun et al. | 2022
-
Evaluation of decomposition parameters for high-density surface electromyogram using fast independent component analysis algorithmMeng, Long / Chen, Qiong / Jiang, Xinyu / Liu, Xiangyu / Fan, Jiahao / Dai, Chenyun / Chen, Wei et al. | 2022
-
COVID-19 CT image denoising algorithm based on adaptive threshold and optimized weighted median filterGuo, Shuli / Wang, Guowei / Han, Lina / Song, Xiaowei / Yang, Wentao et al. | 2022
-
2.5D lightweight RIU-Net for automatic liver and tumor segmentation from CTLv, Peiqing / Wang, Jinke / Wang, Haiying et al. | 2022
-
Knowledge distillation-based deep learning classification network for peripheral blood leukocytesLeng, Bing / Leng, Min / Ge, Mingfeng / Dong, Wenfei et al. | 2022
-
Editorial Board| 2022
-
A texture-aware U-Net for identifying incomplete blinking from eye videographyZheng, Qinxiang / Zhang, Xin / Zhang, Juan / Bai, Furong / Huang, Shenghai / Pu, Jiantao / Chen, Wei / Wang, Lei et al. | 2022
-
Wrapping based curvelet transform approach for ECG watermarking in telemedicine applicationKhaldi, Amine / Kafi, Med Redouane / Moad, Med Sayah et al. | 2022
-
Cancer MiRNA biomarker classification based on Improved Generative Adversarial Network optimized with Mayfly Optimization AlgorithmTamilmani, G. / Devi, V. Brindha / Sujithra, T. / Shajin, Francis H. / Rajesh, P. et al. | 2022
-
A multi-scale anomaly detection framework for retinal OCT images based on the Bayesian neural networkMou, Lintao / Liang, Lingling / Gao, Zhanheng / Wang, Xin et al. | 2022
-
Design considerations for the auditory brain computer interface spellerMarkovinović, Ivan / Vrankić, Miroslav / Vlahinić, Saša / Šverko, Zoran et al. | 2022
-
Tremor-related feature engineering for machine learning based Parkinson’s disease diagnosticsValla, Elli / Nõmm, Sven / Medijainen, Kadri / Taba, Pille / Toomela, Aaro et al. | 2022
-
Electrohysterography extracted features dependency on anthropometric and pregnancy factorsAlmeida, Martim / Mouriño, Helena / Batista, Arnaldo G. / Russo, Sara / Esgalhado, Filipa / dos Reis, Catarina R. Palma / Serrano, Fátima / Ortigueira, Manuel et al. | 2022
-
DEHFF – A hybrid approach based on distinctively encoded fingerprint features for live fingerprint detectionMehboob, Rubab / Dawood, Hassan et al. | 2022
-
Artificial neural network scheme to solve the nonlinear influenza disease modelSabir, Zulqurnain / Botmart, Thongchai / Asif Zahoor Raja, Muhammad / weera, Wajaree / Sadat, R. / Ali, Mohamed R. / Alsulami, Abdulaziz A. / Alghamdi, Abdullah et al. | 2022
-
Fine-grained interactive attention learning for semi-supervised white blood cell classificationHa, Yan / Du, Zeyu / Tian, Junfeng et al. | 2022
-
Machine learning-based approach for identifying mental workload of pilotsMohanavelu, K. / Poonguzhali, S. / Janani, A. / Vinutha, S. et al. | 2022
-
Overexpression of SLC40A1 inhibits the malignancy of hepatocellular carcinoma MHCC-97H cells by stimulation of autophagyPeng, Yu / Yang, Junqin / Li, Zedong / Chen, Sheng / Tang, Xianming / Zhou, Jun et al. | 2022
-
Joint time-frequency analysis and non-linear estimation for fetal ECG extractionJaba Deva Krupa, Abel / Dhanalakshmi, Samiappan / Kumar, R et al. | 2022
-
Switched system optimal control approach for drug administration in cancer chemotherapyWu, Xiang / Hou, Yuzhou / Zhang, Kanjian et al. | 2022
-
Application of condition coherence factor based on truncated composite method in ultrasound imagingLi, Xitao / Wang, Ping / Li, Qianwen / Du, Tingting / Luo, Ciyong et al. | 2022
-
An empirical study of handcrafted and dense feature extraction techniques for lung and colon cancer classification from histopathological imagesKumar, Naresh / Sharma, Manoj / Singh, Vijay Pal / Madan, Charanjeet / Mehandia, Seema et al. | 2022
-
Coarse-to-fine segmentation and ensemble convolutional neural networks for automated pediatric bone age assessmentLiu, Rui / Zhu, Huazheng / Wang, Lulu / Han, Baoru / Du, Jinglong / Jia, Yuanyuan et al. | 2022
-
Automated lung ultrasound scoring for evaluation of coronavirus disease 2019 pneumonia using two-stage cascaded deep learning modelXing, Wenyu / He, Chao / Li, Jiawei / Qin, Wei / Yang, Minglei / Li, Guannan / Li, Qingli / Ta, Dean / Wei, Gaofeng / Li, Wenfang et al. | 2022
-
Detection of cervical lesions in colposcopic images based on the RetinaNet methodChen, Jiancui / Li, Ping / Xu, Tianxiang / Xue, Huifeng / Wang, Xiaoxia / Li, Ye / Lin, Hao / Liu, Peizhong / Dong, Binhua / Sun, Pengming et al. | 2022
-
Deep multi-view feature learning for detecting COVID-19 based on chest X-ray imagesHosseinzadeh, Hamidreza et al. | 2022
-
A medical radar system for non-contact vital sign monitoring and clinical performance evaluation in hospitalized older patientsYen, Hoang Thi / Kurosawa, Masaki / Kirimoto, Tetsuo / Hakozaki, Yukiya / Matsui, Takemi / Sun, Guanghao et al. | 2022
-
Classification of healthy, Alzheimer and Parkinson populations with a multi-branch neural networkPedrero-Sánchez, José Francisco / Belda-Lois, Juan-Manuel / Serra-Añó, Pilar / Inglés, Marta / López-Pascual, Juan et al. | 2022
-
A new deep technique using R-CNN model and L1NSR feature selection for brain MRI classificationDemir, Fatih / Akbulut, Yaman et al. | 2022
-
PPGMotion: Model-based detection of motion artifacts in photoplethysmography signalsMaity, Akash Kumar / Veeraraghavan, Ashok / Sabharwal, Ashutosh et al. | 2022
-
Multi-task generative adversarial learning for nuclei segmentation with dual attention and recurrent convolutionWang, Huadeng / Xu, Guang / Pan, Xipeng / Liu, Zhenbing / Lan, Rushi / Luo, Xiaonan et al. | 2022
-
Automatic detection metastasis in breast histopathological images based on ensemble learning and color adjustmentLuz, Daniel S. / Lima, Thiago J.B. / Silva, Romuere R.V. / Magalhães, Deborah M.V. / Araujo, Flavio H.D. et al. | 2022
-
Attention-based residual improved U-Net model for continuous blood pressure monitoring by using photoplethysmography signalYu, Mingzheng / Huang, Zhiwen / Zhu, Yidan / Zhou, Panyu / Zhu, Jianmin et al. | 2022
-
Bio-process inspired characterization of pregnancy evolution using entropy and its application in preterm birth detectionLou, Hangxiao / Liu, Haifeng / Chen, Zhenqin / Zhen, Zi’ang / Dong, Bo / Xu, Jinshan et al. | 2022
-
An innovative P300 speller brain–computer interface design: Easy screenBilal Aygün, Abdullah / Reşit Kavsaoğlu, Ahmet et al. | 2022
-
An unsupervised reconstruction method for low-dose CT using deep generative regularization priorUnal, Mehmet Ozan / Ertas, Metin / Yildirim, Isa et al. | 2022
-
Data augmentation for cross-subject EEG features using Siamese neural networkFu, Rongrong / Wang, Yaodong / Jia, Chengcheng et al. | 2022
-
A new approach for daily life Blood-Pressure estimation using smart watchHe, Jiayu / Ou, Jianlin / He, An / Shu, Lin / Liu, Tao / Qu, Ruowen / Xu, Xiangmin / Chen, Zhuoming / Yan, Yifeng et al. | 2022
-
New pulse oximetry detection based on the light absorbance ratio as determined from amplitude modulation indexes in the time and frequency domainsKainan, Pattana / Sinchai, Ananta / Tuwanut, Panwit / Wardkein, Paramote et al. | 2022
-
Recognition of emotional states using frequency effective connectivity maps through transfer learning approach from electroencephalogram signalsBagherzadeh, Sara / Maghooli, Keivan / Shalbaf, Ahmad / Maghsoudi, Arash et al. | 2022
-
Quantitative assessment for characterization of breast lesion tissues using adaptively decomposed ultrasound RF imagesYao, Ruihan / Zhang, Yufeng / Wu, Keyan / Li, Zhiyao / He, Meng / Fengyue, Baoping et al. | 2022
-
Automated cerebral microbleed detection using selective 3D gradient co-occurance matrix and convolutional neural networkStanley, Berakhah F. / Wilfred Franklin, S. et al. | 2022
-
A new data augmentation convolutional neural network for human emotion recognition based on ECG signalsNita, Sihem / Bitam, Salim / Heidet, Matthieu / Mellouk, Abdelhamid et al. | 2022
-
Electrocardiogram signal filtering using circulant singular spectrum analysis and cascaded Savitzky-Golay filterKrishna Chaitanya, M. / Sharma, Lakhan Dev et al. | 2022
-
SingleChannelNet: A model for automatic sleep stage classification with raw single-channel EEGZhou, Dongdong / Wang, Jian / Hu, Guoqiang / Zhang, Jiacheng / Li, Fan / Yan, Rui / Kettunen, Lauri / Chang, Zheng / Xu, Qi / Cong, Fengyu et al. | 2022
-
Detecting slow eye movements with bimodal-LSTM for recognizing drivers’ sleep onset periodJiao, Yingying / Jiang, Fei et al. | 2022
-
CGRNet: Contour-guided graph reasoning network for ambiguous biomedical image segmentationWang, Kun / Zhang, Xiaohong / Lu, Yuting / Zhang, Xiangbo / Zhang, Wei et al. | 2022
-
ECAU-Net: Efficient channel attention U-Net for fetal ultrasound cerebellum segmentationShu, Xin / Chang, Feng / Zhang, Xin / Shao, Changbin / Yang, Xibei et al. | 2022
-
Sleep staging using semi-unsupervised clustering of EEG: Application to REM sleep behavior disorderKazemi, Alireza / McKeown, Martin J. / Mirian, Maryam S. et al. | 2022
-
MR brain segmentation based on DE-ResUnet combining texture features and background knowledgeWu, Liang / Hu, Shunbo / Liu, Changchun et al. | 2022
-
Deep integrated pipeline of segmentation guided classification of breast cancer from ultrasound imagesInan, Muhammad Sakib Khan / Alam, Fahim Irfan / Hasan, Rizwan et al. | 2022
-
Domain adaptation for epileptic EEG classification using adversarial learning and Riemannian manifoldPeng, Peizhen / Xie, Liping / Zhang, Kanjian / Zhang, Jinxia / Yang, Lu / Wei, Haikun et al. | 2022
-
Electrodermal activity based autonomic sleep staging using wrist wearableAnusha, A.S. / Preejith, S.P. / Akl, Tony J. / Sivaprakasam, Mohanasankar et al. | 2022
-
Prediction of H-type hypertension based on pulse-taking and inquiry diagnosisYang, Jingdong / Chen, Lei / Cai, Shuchen / Xie, Tianxiao / Yan, Haixia et al. | 2022
-
A CAD system design for Alzheimer's disease diagnosis using temporally consistent clustering and hybrid deep learning modelsRaghavaiah, Pemmu. / Varadarajan, S. et al. | 2022
-
A mechatronic test-bench to investigate the impact of ventricular pulsation in hydrocephalusCastelar Wembers, Carlos / Flürenbrock, Fabian / Maurer, Benedikt / Benninghaus, Anne / Radermacher, Klaus / Leonhardt, Steffen et al. | 2022
-
Explainable AI decision model for ECG data of cardiac disordersAnand, Atul / Kadian, Tushar / Shetty, Manu Kumar / Gupta, Anubha et al. | 2022
-
Heart rate prediction from facial video with masks using eye location and corrected by convolutional neural networksZheng, Kun / Ci, Kangyi / Li, Hui / Shao, Lei / Sun, Guangmin / Liu, Junhua / Cui, Jinling et al. | 2022
-
Motor imagery EEG classification algorithm based on improved lightweight feature fusion networkYu, Zihang / Chen, Wanzhong / Zhang, Tao et al. | 2022
-
Transition Net: 2D backbone to segment 3D brain tumorLiu, Jiahao / Zheng, Jinhua / Jiao, Ge et al. | 2022
-
Investigating the significance of color space for abnormality detection in wireless capsule endoscopy imagesGoel, Nidhi / Kaur, Samarjeet / Gunjan, Deepak / Mahapatra, S.J. et al. | 2022