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2026	One model, dual tasks: a novel distributionally adaptive learning framework for ECG classification and generation addressing intra- and inter-patient variability Expert Systems with Applications Xinyi Wu, Zouheir Rezki, Bhavan Balusu, Jiaming Zhou, Jun Bai
2025	A Novel Multi-Dynamic Coupled Neural Mass Model of SSVEP Biomimetics Hongqi Li, Yujuan Wang, Peirong Fu
2025	A Lightweight ML-Based ECG Classification System Using Self-Personalized Anomaly Detector IEEE Journal of Biomedical and Health Informatics Sunwoo Yoo, Seungwoo Hong, Dongyun Kam, Youngjoo Lee
2025	Multi-region and multi-image convolutional neural network model for detecting gastric helicobacter pylori infection Surgical Endoscopy Jie Dai, Zhijian Li, Xigang Zhang, Chunxiao Lai, Guiming Liu, Ruiya Zhang, Lizhi Yi, Hui Yang, Lin Qiu, Yu Lin, Quansheng Guan, Zhenyu Wang, Zhifang Zhao, Huihong Ji, Shunhui He, Haiyang Jiang, Feng Li, Yang Bai
2025	2025 IEEE 8th International Conference on Signal Processing and Machine Learning (SPML) Feiyan Zhou, Yawen Wang, Yuhao Sun
2025	A lightweight deep learning approach for patient-specific electrocardiogram beat classification using local and long-term dependencies Engineering Applications of Artificial Intelligence Allam Jaya Prakash, Mohamed Atef
2024	Lecture Notes in Computer Science Raza Imam, Mohammed Talha Alam
2024	Automated Brain Tumor Identification in Biomedical Radiology Images: A Multi-Model Ensemble Deep Learning Approach Applied Sciences Sarfaraz Natha, Umme Laila, Ibrahim Ahmed Gashim, Khalid Mahboob, Muhammad Noman Saeed, Khaled Mohammed Noaman
2024	Unveiling the secrets of online consumer choice: A deep learning algorithmic approach to evaluate and predict purchase decisions through EEG responses Information Processing & Management Yiran Li, Qihua Liu, Jia Wu
2024	Arrhythmia detection in inter-patient ECG signals using entropy rate features and RR intervals with CNN architecture Computer Methods in Biomechanics and Biomedical Engineering Nadia Berrahou, Abdelmajid El Alami, Abderrahim Mesbah, Rachid El Alami, Aissam Berrahou
2024	Inter-patient ECG arrhythmia heartbeat classification network based on multiscale convolution and FCBA Biomedical Signal Processing and Control Fei-yan Zhou, Yu-hao Sun, Ya-wen Wang
2024	Survey: application and analysis of generative adversarial networks in medical images Artificial Intelligence Review Yang Heng, Ma Yinghua, Fiaz Gul Khan, Ahmad Khan, Farman Ali, Ahmad Ali AlZubi, Zeng Hui
2024	A novel diagnosis method combined dual-channel SE-ResNet with expert features for inter-patient heartbeat classification Medical Engineering & Physics Jinlei Liu, Yunqing Liu, Yanrui Jin, Zhiyuan Li, Chengjin Qin, Xiaojun Chen, Liqun Zhao, Chengliang Liu
2024	4TH INTERNATIONAL CONFERENCE ON INTERNET OF THINGS 2023: ICIoT2023 Meganathan Elumalai, Terrance Frederick Fernandez
2024	Deep Learning Approaches for Chest Radiograph Interpretation: A Systematic Review Electronics Hammad Iqbal, Arshad Khan, Narayan Nepal, Faheem Khan, Yeon-Kug Moon
2024	2024 4th International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET) Sara Bouskour, Mohamed Hicham Zaggaf, Lhoussain Bahatti
2023	FPGA-based Deep Learning Inference Accelerators: Where Are We Standing? ACM Transactions on Reconfigurable Technology and Systems Anouar Nechi, Lukas Groth, Saleh Mulhem, Farhad Merchant, Rainer Buchty, Mladen Berekovic
2023	Individual Tree Species Identification Based on a Combination of Deep Learning and Traditional Features Remote Sensing Caiyan Chen, Linhai Jing, Hui Li, Yunwei Tang, Fulong Chen
2023	Machine learning prognosis model based on patient-reported outcomes for chronic heart failure patients after discharge Health and Quality of Life Outcomes Jing Tian, Jingjing Yan, Gangfei Han, Yutao Du, Xiaojuan Hu, Zixuan He, Qinghua Han, Yanbo Zhang
2023	A random deep neural system for heartbeat classification Evolving Systems Roguia Siouda, Mohamed Nemissi, Hamid Seridi
2023	2023 30th National and 8th International Iranian Conference on Biomedical Engineering (ICBME) Ava Mazhari, Ali Allahgholi, Mehdi Shafieian
2022	ECG beat classification based on discriminative multilevel feature analysis and deep learning approach Biomedical Signal Processing and Control Nabanita Sinha, Rajesh Kumar Tripathy, Arpita Das
2022	Detecting Elderly Behaviors Based on Deep Learning for Healthcare: Recent Advances, Methods, Real-World Applications and Challenges IEEE Access Mubarak Almutairi, Lubna A. Gabralla, Saidu Abubakar, Haruna Chiroma
2022	A method to detect sleep apnea using residual attention mechanism network from single-lead ECG signal Biomedical Engineering / Biomedizinische Technik Tao Wang, Changhua Lu, Yining Sun, Hengyang Fang, Weiwei Jiang, Chun Liu
2021	Automated Detection of Arrhythmia for Hybrid Neural Network of LSTM-Residual with Multi-Information Fusion Mathematical Problems in Engineering Liang Tao, Baoning Liu, Wei Liang
2021	Review of deep learning: concepts, CNN architectures, challenges, applications, future directions Journal of Big Data Laith Alzubaidi, Jinglan Zhang, Amjad J. Humaidi, Ayad Al-Dujaili, Ye Duan, Omran Al-Shamma, J. Santamaría, Mohammed A. Fadhel, Muthana Al-Amidie, Laith Farhan
2021	2021 IEEE 15th International Conference on Electronic Measurement & Instruments (ICEMI) Hengyang Fang, Changhua Lu, Feng Hong, Weiwei Jiang, Tao Wang
2021	iKardo: An Intelligent ECG Device for Automatic Critical Beat Identification for Smart Healthcare IEEE Transactions on Consumer Electronics Prasenjit Maji, Hemanta Kumar Mondal, Arka Prava Roy, Soumyajit Poddar, Saraju P. Mohanty
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