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Model-Based Detection and Classification of Insulin Pump Faults and Missed Meal Announcements in Artificial Pancreas Systems for Type 1 Diabetes Therapy
Meneghetti, Lorenzo, Facchinetti, Andrea, Favero, Simone Del
Published in IEEE transactions on biomedical engineering (01.01.2021)
Published in IEEE transactions on biomedical engineering (01.01.2021)
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Journal Article
Synthetic Biological Signals Machine-Generated by GPT-2 Improve the Classification of EEG and EMG Through Data Augmentation
Bird, Jordan J., Pritchard, Michael, Fratini, Antonio, Ekart, Aniko, Faria, Diego R.
Published in IEEE robotics and automation letters (01.04.2021)
Published in IEEE robotics and automation letters (01.04.2021)
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Journal Article
Model and Predict Age and Sex in Healthy Subjects Using Brain White Matter Features: A Deep Learning Approach
He, Hao, Zhang, Fan, Pieper, Steve, Makris, Nikos, Rathi, Yogesh, Wells, William, O'Donnell, Lauren J.
Published in Proceedings (International Symposium on Biomedical Imaging) (28.03.2022)
Published in Proceedings (International Symposium on Biomedical Imaging) (28.03.2022)
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Conference Proceeding
ECG Biometric Authentication Using Self-Supervised Learning for IoT Edge Sensors
Wang, Guoxin, Shanker, Shreejith, Nag, Avishek, Lian, Yong, John, Deepu
Published in IEEE journal of biomedical and health informatics (01.11.2024)
Published in IEEE journal of biomedical and health informatics (01.11.2024)
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Journal Article
Deep-CSA: Deep Contrastive Learning for Dynamic Survival Analysis With Competing Risks
Hong, Caogen, Yi, Fan, Huang, Zhengxing
Published in IEEE journal of biomedical and health informatics (01.08.2022)
Published in IEEE journal of biomedical and health informatics (01.08.2022)
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Journal Article
Deep Neural Generative Model of Functional MRI Images for Psychiatric Disorder Diagnosis
Matsubara, Takashi, Tashiro, Tetsuo, Uehara, Kuniaki
Published in IEEE transactions on biomedical engineering (01.10.2019)
Published in IEEE transactions on biomedical engineering (01.10.2019)
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Journal Article
Adversarially-Regularized Mixed Effects Deep Learning (ARMED) Models Improve Interpretability, Performance, and Generalization on Clustered (non-iid) Data
Nguyen, Kevin P., Treacher, Alex H., Montillo, Albert A.
Published in IEEE transactions on pattern analysis and machine intelligence (01.07.2023)
Published in IEEE transactions on pattern analysis and machine intelligence (01.07.2023)
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Journal Article
Bio-Inspired Haptic Feedback for Artificial Palpation in Robotic Surgery
Ouyang, Qiangqiang, Wu, Juan, Sun, Songping, Pensa, Jake, Abiri, Ahmad, Dutson, Erik, Bisley, James
Published in IEEE transactions on biomedical engineering (01.10.2021)
Published in IEEE transactions on biomedical engineering (01.10.2021)
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Journal Article
Machine Learned Texture Prior From Full-Dose CT Database via Multi-Modality Feature Selection for Bayesian Reconstruction of Low-Dose CT
Gao, Yongfeng, Tan, Jiaxing, Shi, Yongyi, Zhang, Hao, Lu, Siming, Gupta, Amit, Li, Haifang, Reiter, Michael, Liang, Zhengrong
Published in IEEE transactions on medical imaging (01.11.2023)
Published in IEEE transactions on medical imaging (01.11.2023)
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Journal Article
The Internet of Bodies: A Systematic Survey on Propagation Characterization and Channel Modeling
Celik, Abdulkadir, Salama, Khaled N., Eltawil, Ahmed M.
Published in IEEE internet of things journal (01.01.2022)
Published in IEEE internet of things journal (01.01.2022)
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Journal Article
An Automated and Robust Tool for Musculoskeletal and Finite Element Modeling of the Knee Joint
Esrafilian, Amir, Chandra, Shekhar S., Gatti, Anthony A., Nissi, Mikko J., Mustonen, Anne-Mari, Saisanen, Laura, Reijonen, Jusa, Nieminen, Petteri, Julkunen, Petro, Toyras, Juha, Saxby, David J., Lloyd, David G., Korhonen, Rami K.
Published in IEEE transactions on biomedical engineering (01.01.2025)
Published in IEEE transactions on biomedical engineering (01.01.2025)
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Journal Article
Predicting Hydration Status Using Machine Learning Models From Physiological and Sweat Biomarkers During Endurance Exercise: A Single Case Study
Wang, Shu, Lafaye, Celine, Saubade, Mathieu, Besson, Cyril, Margarit-Taule, Josep Maria, Gremeaux, Vincent, Liu, Shih-Chii
Published in IEEE journal of biomedical and health informatics (01.09.2022)
Published in IEEE journal of biomedical and health informatics (01.09.2022)
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Journal Article
Bionic Design and Control of a 12-DoF Self-Balancing Walking Exoskeleton
Tian, DingKui, He, Yong, Chen, Ziqiang, Li, Feng, Li, Jinke, Yin, Meng, Zhang, Li, Wu, XinYu
Published in IEEE transactions on automation science and engineering (01.01.2025)
Published in IEEE transactions on automation science and engineering (01.01.2025)
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Journal Article
Statistical Model of Motor-Evoked Potentials
Goetz, Stefan M., Alavi, S. M. Mahdi, Deng, Zhi-De, Peterchev, Angel V.
Published in IEEE transactions on neural systems and rehabilitation engineering (01.08.2019)
Published in IEEE transactions on neural systems and rehabilitation engineering (01.08.2019)
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Journal Article
Cancelable HD-SEMG Biometric Identification via Deep Feature Learning
Fan, Jiahao, Jiang, Xinyu, Liu, Xiangyu, Zhao, Xian, Ye, Xinming, Dai, Chenyun, Akay, Metin, Chen, Wei
Published in IEEE journal of biomedical and health informatics (01.04.2022)
Published in IEEE journal of biomedical and health informatics (01.04.2022)
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Journal Article
A Human-Prosthesis Coupled Musculoskeletal Model for Transtibial Amputees
Lu, Yuwen, Huang, Yan, Yang, Rui, Wang, Yong, Ikegami, Yosuke, Nakamura, Yoshihiko, Wang, Qining
Published in IEEE transactions on biomedical engineering (01.06.2025)
Published in IEEE transactions on biomedical engineering (01.06.2025)
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Journal Article
Self-Supervised Learning with Limited Labeled Data for Prostate Cancer Detection in High Frequency Ultrasound
Wilson, Paul F. R., Gilany, Mahdi, Jamzad, Amoon, Fooladgar, Fahimeh, To, Minh Nguyen Nhat, Wodlinger, Brian, Abolmaesumi, Purang, Mousavi, Parvin
Published in IEEE transactions on ultrasonics, ferroelectrics, and frequency control (01.09.2023)
Published in IEEE transactions on ultrasonics, ferroelectrics, and frequency control (01.09.2023)
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Journal Article