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Biomedical Signal Processing and Control, Volume 94
Volume 94, 2024
- Miao Cai, Yu Zeng
:
MAE-EEG-Transformer: A transformer-based approach combining masked autoencoder and cross-individual data augmentation pre-training for EEG classification. 106131 - Xinze Li
An automatic pipeline for segmentation and quantification of intravascular ultrasound images. 106208 - Ramin Ghorbani
Personalized anomaly detection in PPG data using representation learning and biometric identification. 106216 - S. Pragadeeswaran, S. Kannimuthu:
Cosine deep convolutional neural network for Parkinson's disease detection and severity level classification using hand drawing spiral image in IoT platform. 106220 - K. Gunasekaran
Prediction and risk analysis of Cardio Vascular diseases in IoHT by enhanced CHIO-based Residual and dilated gated network with Attention Mechanism. 106222 - Muhammad Umair
Emotion Fusion-Sense (Emo Fu-Sense) - A novel multimodal emotion classification technique. 106224 - Jiao Meng
Multi-modal biological feature selection for Parkinson's disease staging based on binary PSO with broad learning. 106234 - Johan Medrano
Assessing time series correlation significance: A parametric approach with application to physiological signals. 106235 - Ruochen Zhao
Spatiotemporal extended homogeneous field correction method for reducing complex interference in OPM-MEG. 106236 - Hanguang Xiao
Learning high-order spatial interactions and cascaded attention decoding for MRI-based ventricular segmentation. 106237 - Amina Fettah, Rafik Menassel
Convolutional Autoencoder-Based medical image compression using a novel annotated medical X-ray imaging dataset. 106238 - N. Suganthi, Srividya Kotagiri, D. R. Thirupurasundari, Vimala Shanmugam:
Adam golden search optimization enabled DCNN for classification of breast cancer using histopathological image. 106239 - Sayan Sarkar
Schrödinger spectrum and slim CNN architecture-based signal quality estimation for Photoplethysmogram signals. 106240 - Md. Milon Islam
Enhanced multimodal emotion recognition in healthcare analytics: A deep learning based model-level fusion approach. 106241 - Parikshit Sanyal
Effect of fractal quality of Indian classical music on autonomic function. 106242 - S. Sridevi, A. Rajivkannan:
Development of 3DTDUnet++ with novel function and multi-scale dilated-based deep learning model for lung cancer diagnosis using CT images. 106243 - Digambar V. Puri
Metaheuristic optimized time-frequency features for enhancing Alzheimer's disease identification. 106244 - Xiaoyun Wang
Decoding of lower limb continuous movement intention from multi-channel sEMG and design of adaptive exoskeleton controller. 106245 - Esraa Hassan
Knowledge distillation model for Acute Lymphoblastic Leukemia Detection: Exploring the impact of nesterov-accelerated adaptive moment estimation optimizer. 106246 - Abu Sarwar Zamani
Implementation of machine learning techniques with big data and IoT to create effective prediction models for health informatics. 106247 - Borui Miao
DC-BVM: Dual-channel information fusion network based on voting mechanism. 106248 - Yiwu Wang, Yingyue Zhou, Weikun Lu, Qiao Wu, Qiang Li, Runfeng Zhang:
AC-CfC: An attention-based convolutional closed-form continuous-time neural network for raw multi-channel EEG-based emotion recognition. 106249 - U. Bialonczyk, M. Debowska, L. Dai, A. R. Qureshi, M. Söderberg, Bengt Lindholm
Detection of medial vascular calcification in chronic kidney disease based on pulse wave analysis in the frequency domain. 106250 - Shujun Zhang
A medical report generation method integrating teacher-student model and encoder-decoder network. 106251 - Jiguang Shi, Wenhan Liu, Huaicheng Zhang, Zhoutong Li, Sheng Chang, Hao Wang, Jin He, Qijun Huang:
Universal 12-lead ECG representation for signal denoising and cardiovascular disease detection by fusing generative and contrastive learning. 106253 - Jian Zhou, Yuqing Dai, Dongmei Liu, Weifang Zhu
Improving deep learning based segmentation of scars using multi-view images. 106254 - Yuliana Jiménez-Gaona, Diana Carrión-Figueroa, Vasudevan Lakshminarayanan, María José Rodríguez-Álvarez:
Gan-based data augmentation to improve breast ultrasound and mammography mass classification. 106255 - Tarun Agrawal
A comparative study of brain tumor classification on unbalanced dataset using deep neural networks. 106256 - Yipeng Zhang
Research on lung sound classification model based on dual-channel CNN-LSTM algorithm. 106257 - Ritesh Maurya, Nageshwar Nath Pandey, Malay Kishore Dutta, Karnati Mohan:
FCCS-Net: Breast cancer classification using Multi-Level fully Convolutional-Channel and spatial attention-based transfer learning approach. 106258 - Li Chen, Yue Fei
DANNMCTG: Domain-Adversarial Training of Neural Network for multicenter antenatal cardiotocography signal classification. 106259 - Guowei Jiang, Ting Luo
GDAFormer: Gradient-guided Dual Attention Transformer for Low-Dose CT image denoising. 106260 - Takayuki Hoshino
Comparison of fine-tuned single-source and multi-source approaches to surface electromyogram pattern recognition. 106261 - Shahzeb Khan, Vipin Kumar:
A novel hybrid GRU-CNN and residual bias (RB) based RB-GRU-CNN models for prediction of PTB Diagnostic ECG time series data. 106262 - Guilherme C. Oliveira, Gustavo H. Rosa, Daniel C. G. Pedronette, João P. Papa, Himeesh Kumar
Robust deep learning for eye fundus images: Bridging real and synthetic data for enhancing generalization. 106263 - Rathin K. Joshi, Manu K. S, Hari R. S, Ajay Krishnan A, M. Jayachandra, Manjunath Dandinarasaiah, Hardik J. Pandya:
Automated ABR and MMN extraction using a customized headband for hearing screening. 106264 - Ziqiang Wang
A deep learning approach for inter-patient classification of premature ventricular contraction from electrocardiogram. 106265 - Valentina Mejía Gallón
Comparison of machine learning algorithms and feature extraction techniques for the automatic detection of surface EMG activation timing. 106266 - Lin Zhou
BUA-Net: Boundary and uncertainty-aware attention network for lumbar multi-region magnetic resonance imaging segmentation. 106267 - Yuvaraja Thangavel, Hitendra Garg, Manjunathan Alagarsamy, D. Pradeep:
Revolutionizing breast cancer diagnosis with a comprehensive approach using digital mammogram-based feature extraction and selection for early-stage identification. 106268 - T. Rajesh Kumar
Fractional chef based optimization algorithm trained deep learning for cardiovascular risk prediction using retinal fundus images. 106269 - Ali Ahmad Rahmani
Automatic breast mass segmentation in ultrasound images with U-Net and resolution enhancement blocks. 106270 - Ao Lu
Development and validation of novel retina biomarkers and artificial intelligence models for Behçet disease uveitis prediction. 106271 - Jing Hua, Jiawen Zou
A multi-channel ECG signal deep compressive sensing method using Treeshaped Autoecoder based on multiscale feature fusion. 106272 - Rakesh Chandra Joshi, Anuj Kumar Sharma, Malay Kishore Dutta:
VisionDeep-AI: Deep learning-based retinal blood vessels segmentation and multi-class classification framework for eye diagnosis. 106273 - Jakub Hejc, Richard Redina
Multi-channel delineation of intracardiac electrograms for arrhythmia substrate analysis using implicitly regularized convolutional neural network with wide receptive field. 106274 - Tiago Zanotelli, Mateus Ribeiro, Patrícia Nogueira Vaz, Leonardo Bonato Felix, Eduardo Mazoni Andrade Marçal Mendes, Antônio Maurício Ferreira Leite Miranda de Sá
Multichannel detection of evoked responses using critical values corrected by a parametric bootstrap: Frequency-domain cholesky correction. 106275 - Rongrong Fu
Exploring non-Euclidean relationships in EEG emotion recognition: A dynamic graph attention network. 106276 - Bipin Samuel
A novel hybrid method for calculating the fetal heart rate from the non-invasive abdominal Electrocardiogram signal. 106277 - Michael Alexander Chesnaye
Constructing group sequential tests with data monitoring. 106278 - Mohaimenul Azam Khan Raiaan
Mammo-Light: A lightweight convolutional neural network for diagnosing breast cancer from mammography images. 106279 - Lei You
SeRL: Style-embedding representation learning for unsupervised CT images synthesis from unpaired MR images. 106280 - Jiale Du, Yufeng Ke
Enhancing cross-subject transfer performance for SSVEP identification using small data-based transferability evaluation. 106282 - Tengjin Weng
Enhancing point annotations with superpixel and confident learning guided for improving semi-supervised OCT fluid segmentation. 106283 - Hong Hai Nguyen, Ngumimi Karen Iyortsuun, Seungwon Kim, Hyung-Jeong Yang, Soo-Hyung Kim:
Mental workload estimation with electroencephalogram signals by combining multi-space deep models. 106284 - Yuncong Feng
PAMSNet: A medical image segmentation network based on spatial pyramid and attention mechanism. 106285 - Zihao Hao
PPG heart rate extraction algorithm based on the motion artifact intensity Classification and removal framework. 106287 - Saida Mohd Salah Aljabiri, Mohammad M. Hamdan:
Analyzing lower body movements using machine learning to classify autistic children. 106288 - Luca Zedda, Andrea Loddo
A deep architecture based on attention mechanisms for effective end-to-end detection of early and mature malaria parasites. 106289 - Yanfei Guo
CMNet: Cascaded context fusion and multi-attention network for multiple lesion segmentation of diabetic retinopathy images. 106293 - Tomislav Matulic
Stochastic model for enhanced PET image reconstruction. 106294 - M. Abdul Jawad, Farida Khursheed:
A novel approach for color-balanced reference image selection for breast histology image normalization. 106299 - Jicheng Liu
Spectral reconstruction of fundus images using retinex-based semantic spectral separation transformer, applied for retinal oximetry. 106301 - Jiahao Zhang, Miao Che, Zongfei Wu, Yifei Liu, Xueyu Liu, Hao Zhang, Yongfei Wu:
Segmentation of skin lesion using superpixel guided generative adversarial network with dual-stream patch-based discriminators. 106304 - Lei Sun
GACEMV: An ensemble learning framework for constructing COVID-19 diagnosis and prognosis models. 106305 - Mohamed Ait Yous, Said Agounad, Siham Elbaz:
Automated detection and removal of artifacts from sEMG signals based on fuzzy inference system and signal decomposition methods. 106307 - Ravi Pal
Automatic breathing phase identification based on the second derivative of the recorded lung sounds. 106315 - Lingling Fang, Yumeng Jiang
AOFNet: A novel cerebral hemorrhage segmentation network based on anatomical-omics feature. 106317 - Xiaosheng Wu, Hang Zhang, Junding Sun, Shuihua Wang, Yu-Dong Zhang
YOLO-MSRF for lung nodule detection. 106318 - Yakub Kayode Saheed, Taofeekat Tosin Salau-Ibrahim, Mustapha Abdulsalam, Ismaeel Aderibigbe Adeniji, Bukola Fatimah Balogun:
Modified bi-directional long short-term memory and hyperparameter tuning of supervised machine learning models for cardiovascular heart disease prediction in mobile cloud environment. 106319 - Liang Yao
Explainable tele-ultrasound diagnosis of blast lung injury via incremental multimodal multistage fusion and video transformer. 106320 - Jinying Bi
FBN-TCN: Temporal convolutional neural network based on spatial domain fusion brain networks for affective brain-computer interfaces. 106323 - Mengdi Han, Shuguang Zhao, Huijuan Yin, Guanshi Hu, Noradin Ghadimi:
Timely detection of skin cancer: An AI-based approach on the basis of the integration of Echo State Network and adapted Seasons Optimization Algorithm. 106324 - Rajesh Pashikanti
An adaptive Marine Predator Optimization Algorithm (MPOA) integrated Gated Recurrent Neural Network (GRNN) classifier model for arrhythmia detection. 106328 - Zhiyuan Li, Yi Liu, Pengcheng Zhang, Jing Lu, Shilei Ren, Zhiguo Gui
Adaptive weighted total variation expansion and Gaussian curvature guided low-dose CT image denoising network. 106329 - Rui Zhang
Heart sound diagnosis method based on multi-domain self-learning convolutional computation. 106332 - Berlin Shaheema S
Explainability based Panoptic brain tumor segmentation using a hybrid PA-NET with GCNN-ResNet50. 106334 - Guanxiong Pei
Mixed emotion recognition and priming effect on cognitive control. 106339 - Keyuan Zhang, Duanpo Wu
Algorithm for drowsiness detection based on hybrid brain network parameter optimization. 106344 - Gang Wang, Yongbai Liu, Keping Liu, Long Jin, Junzhi Yu, Zhongbo Sun
sEMG data driven-based anti-disturbance control enables adaptive interaction of lower limb rehabilitation exoskeleton. 106347 - Jon Urteaga
Invasive arterial blood pressure delineator for cardiopulmonary resuscitation patients during pauses of chest compressions. 106349 - Najmath Ottakath
Bi-attention DoubleUNet: A deep learning approach for carotid artery segmentation in transverse view images for non-invasive stenosis diagnosis. 106350 - Neha Gahlan
AFLEMP: Attention-based Federated Learning for Emotion recognition using Multi-modal Physiological data. 106353 - Zhanhong Qiu, Haitao Gan, Ming Shi, Zhongwei Huang, Zhi Yang:
Self-training with dual uncertainty for semi-supervised MRI image segmentation. 106355 - Li Zhang, Jian Zhang, Wenlian Gao, Fengfeng Bai, Nan Li, Fatima Rashid Sheykhahmad:
A novel approach for automated diagnosis of kidney stones from CT images using optimized InceptionV4 based on combined dwarf mongoose optimizer. 106356 - Fuquan Pan
Analysis of drivers' mental workload in V-shaped undersea tunnels based on heart rate variability. 106359 - Fredson C. Rodrigues, Darlan B. P. Quintanilha
Deep learning for detecting dilated or contracted pupils. 106360 - Chaoqun Tan, Zhonghan Qin, Long Tian:
Semi-supervised latent diffusion model for Biliary Atresia class-imbalanced image recognition. 106363 - Zhengqi Fan, Ziheng Gao, Lingyu Xu, Jie Yu, Jun Li:
Identification of autism spectrum disorder based on functional near-infrared spectroscopy using dynamic multi-attribute spatio-temporal graph neural network. 106364 - Huyang Peng
A deep learning framework for ECG denoising and classification. 106441
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