- Wasyihun Sema Admass, Girmaw Andualem Bogale:
Arrhythmia classification using ECG signal: A meta-heuristic improvement of optimal weighted feature integration and attention-based hybrid deep learning model. Biomed. Signal Process. Control. 87(Part B): 105565 (2024) - G. Anitha, J. Martin Leo Manickam, Surapaneni Krishna Mohan:
Enhanced stacking ensemble Model: A statistical ensemble pruning framework to classify anxiety severity for responsive emergency preparedness. Biomed. Signal Process. Control. 87(Part A): 105523 (2024) - Swaminathan Balasubramanian, Jyothi Mandala, Telu Venkata Madhusudhana Rao, Alok Misra:
RF-ShCNN: A combination of two deep models for tumor detection in brain using MRI. Biomed. Signal Process. Control. 88(Part A): 105656 (2024) - Muhammad Bilal, Muhammad Asif Zahoor Raja, Iftikhar Ahmad, Rizwan Khan, Muhammad Shoaib:
Dynamical analysis of nonlinear combined drug therapy model for HIV infection: Bayesian regularization technique intelligent networks. Biomed. Signal Process. Control. 88(Part A): 105629 (2024) - Zhikang Chen, Danni Yang, Tianrui Cui, Ding Li, Houfang Liu, Yi Yang, Sheng Zhang, Si-Fan Yang, Tianling Ren:
A novel imbalanced dataset mitigation method and ECG classification model based on combined 1D_CBAM-autoencoder and lightweight CNN model. Biomed. Signal Process. Control. 87(Part B): 105437 (2024) - Victoria M. Perez Cortes, Arnab Chatterjee, Dolaana Khovalyg:
Dynamic personalized human body energy expenditure: Prediction using time series forecasting LSTM models. Biomed. Signal Process. Control. 87(Part A): 105381 (2024) - Mohamed E. ElAraby, Ahmed A. Ewees, Ahmed M. Anter:
A robust IoT-based cloud model for COVID-19 prediction using advanced machine learning technique. Biomed. Signal Process. Control. 87(Part B): 105542 (2024) - Ivanoe De Falco, Antonio Della Cioppa, Tomas Koutny, Umberto Scafuri, Ernesto Tarantino:
Model-Free-Communication Federated Learning: Framework and application to Precision Medicine. Biomed. Signal Process. Control. 87(Part B): 105416 (2024) - Lingling Fang, Yumeng Jiang:
Dual-path parallel hierarchical diagnostic model of glioma based on pathomorphological feature. Biomed. Signal Process. Control. 87(Part B): 105559 (2024) - Anita Gade, V. Vijaya Baskar, John Panneerselvam:
Hybrid model with optimal features for non-invasive blood glucose monitoring from breath biomarkers. Biomed. Signal Process. Control. 88(Part C): 105036 (2024) - Tahereh Hassanzadeh, Denis P. Shamonin, Yanli Li, Doortje I. Krijbolder, Monique Reijnierse, Annette H. M. van der Helm-van Mil, Berend C. Stoel:
A deep learning-based comparative MRI model to detect inflammatory changes in rheumatoid arthritis. Biomed. Signal Process. Control. 88(Part A): 105612 (2024) - Lei Hu, Wenjie Cai, Ziyang Chen, Mingjie Wang:
A lightweight U-Net model for denoising and noise localization of ECG signals. Biomed. Signal Process. Control. 88(Part B): 105504 (2024) - Debin Huang, Chan Wu, Yiwen Wang, Zheyuan Zhang, Cheng Chen, Li Li, Wei Zhang, Zixuan Zhang, Jinyu Li, Yuzhu Guo, Guiyun Cui:
Episode-level prediction of freezing of gait based on wearable inertial signals using a deep neural network model. Biomed. Signal Process. Control. 88(Part B): 105613 (2024) - Abhishek Kesarwani, Sunanda Das, Dakshina Ranjan Kisku, Mamata Dalui:
Dual mode information fusion with pre-trained CNN models and transformer for video-based non-invasive anaemia detection. Biomed. Signal Process. Control. 88(Part A): 105592 (2024) - Tawhidul Islam Khan, Nazmush Sakib, Md. Mehedi Hassan, Shuya Ide:
Gaussian mixture model in clustering acoustic emission signals for characterizing osteoarthritic knees. Biomed. Signal Process. Control. 87(Part A): 105510 (2024) - Zakaria Khatar, Dounia Bentaleb, Omar Bouattane:
Advanced detection of cardiac arrhythmias using a three-stage CBD filter and a multi-scale approach in a combined deep learning model. Biomed. Signal Process. Control. 88(Part B): 105551 (2024) - Sang-Goo Lee, Ga-Young Kim, Yoo Na Hwang, Ji-Yean Kwon, Sung-Min Kim:
Adaptive undersampling and short clip-based two-stream CNN-LSTM model for surgical phase recognition on cholecystectomy videos. Biomed. Signal Process. Control. 88(Part A): 105637 (2024) - Shimin Liu, Zhiwen Huang, Jianmin Zhu, Baolin Liu, Panyu Zhou:
Continuous blood pressure monitoring using photoplethysmography and electrocardiogram signals by random forest feature selection and GWO-GBRT prediction model. Biomed. Signal Process. Control. 88(Part C): 105354 (2024) - Zhenzhong Liu, Yifan Zhou, Laiwang Zheng, Guobin Zhang:
SINet: A hybrid deep CNN model for real-time detection and segmentation of surgical instruments. Biomed. Signal Process. Control. 88(Part A): 105670 (2024) - Ammara Mehmood, Muhammad Asif Zahoor Raja, Mahdi Jalili, Sai Ho Ling:
Identification of fractional Hammerstein model for electrical stimulated muscle: An application of fuzzy-weighted differential evolution. Biomed. Signal Process. Control. 87(Part B): 105545 (2024) - Sayedu Khasim Noorbasha, Kethepalli Mallikarjuna:
EOG Artifacts Suppression From single channel EEG Signals by VME-GMETV model. Biomed. Signal Process. Control. 88(Part B): 105622 (2024) - Pan Pan, Houjin Chen, Yanfeng Li, Jiaxin Li, Zhanyi Cheng, Shu Wang:
Dual teacher model for semi-supervised ABUS tumor segmentation. Biomed. Signal Process. Control. 87(Part A): 105514 (2024) - Andrea V. Perez-Sanchez, Juan Pablo Amezquita-Sanchez, Martin Valtierra-Rodriguez, Hojjat Adeli:
A new epileptic seizure prediction model based on maximal overlap discrete wavelet packet transform, homogeneity index, and machine learning using ECG signals. Biomed. Signal Process. Control. 88(Part B): 105659 (2024) - Diogo Pessoa, Bruno Miguel Machado Rocha, Maria Gomes, Guilherme Rodrigues, Georgios Petmezas, Grigorios-Aris Cheimariotis, Nicos Maglaveras, Alda Marques, Inéz Frerichs, Paulo de Carvalho, Rui Pedro Paiva:
Ensemble deep learning model for dimensionless respiratory airflow estimation using respiratory sound. Biomed. Signal Process. Control. 87(Part A): 105451 (2024) - S. Pragadeeswaran, S. Kannimuthu:
An Adaptive Intelligent Polar Bear (AIPB) Optimization-Quantized Contempo Neural Network (QCNN) model for Parkinson's disease diagnosis using speech dataset. Biomed. Signal Process. Control. 87(Part B): 105467 (2024) - Nur Achmad Sulistyo Putro, Cries Avian, Setya Widyawan Prakosa, Muhammad Izzuddin Mahali, Jenq-Shiou Leu:
Estimating finger joint angles by surface EMG signal using feature extraction and transformer-based deep learning model. Biomed. Signal Process. Control. 87(Part B): 105447 (2024) - Md. Mustafizur Rahman, Md. Al-Amin, Md. Jahangir Hossain:
Machine learning models for chronic kidney disease diagnosis and prediction. Biomed. Signal Process. Control. 87(Part A): 105368 (2024) - P. V. L. Narasimha Rao, S. Meher:
ORG-RGRU: An automated diagnosed model for multiple diseases by heuristically based optimized deep learning using speech/voice signal. Biomed. Signal Process. Control. 88(Part A): 105493 (2024) - Munagala Surya Bhupal Rao, Y. Mallikarjuna Rao, C. Venkataiah, G. L. N. Murthy, M. Dharani, Manjula Jayamma:
Deep learning based classification of COVID-19 severity using hierarchical deep maxout model. Biomed. Signal Process. Control. 88(Part A): 105653 (2024) - Vinoth Rathinam, R. Sasireka, K. Valarmathi:
An Adaptive Fuzzy C-Means segmentation and deep learning model for efficient mammogram classification using VGG-Net. Biomed. Signal Process. Control. 88(Part B): 105617 (2024)