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Optimized deep neural network models for blood pressure classification using Fourier analysis-based time–frequency spectrogram of photoplethysmography signal
Pankaj, Kumar, Ashish, Kumar, Manjeet, Komaragiri, Rama
Published in Biomedical engineering letters (01.11.2023)
Published in Biomedical engineering letters (01.11.2023)
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Journal Article
Mood Disorder Severity and Subtype Classification Using Multimodal Deep Neural Network Models
Yoo, Joo Hun, Jeong, Harim, An, Ji Hyun, Chung, Tai-Myoung
Published in Sensors (Basel, Switzerland) (01.01.2024)
Published in Sensors (Basel, Switzerland) (01.01.2024)
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Journal Article
Depression assessment using integrated multi-featured EEG bands deep neural network models: Leveraging ensemble learning techniques
Chung, Kuo-Hsuan, Chang, Yue-Shan, Yen, Wei-Ting, Lin, Linen, Abimannan, Satheesh
Published in Computational and structural biotechnology journal (01.12.2024)
Published in Computational and structural biotechnology journal (01.12.2024)
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Journal Article
Application of Deep Neural Network Models for Blood Pressure Classification based on Photoplethysmograpic Recordings
Cano, Jesus, Facila, Lorenzo, Langley, Philip, Zangroniz, Roberto, Alcaraz, Raul, Rieta, Jose J.
Published in 2021 International Conference on e-Health and Bioengineering (EHB) (18.11.2021)
Published in 2021 International Conference on e-Health and Bioengineering (EHB) (18.11.2021)
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Conference Proceeding
Accurate deep neural network model to detect cardiac arrhythmia on more than 10,000 individual subject ECG records
Yildirim, Ozal, Talo, Muhammed, Ciaccio, Edward J., Tan, Ru San, Acharya, U Rajendra
Published in Computer methods and programs in biomedicine (01.12.2020)
Published in Computer methods and programs in biomedicine (01.12.2020)
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Journal Article
A transformer-based deep neural network model for SSVEP classification
Chen, Jianbo, Zhang, Yangsong, Pan, Yudong, Xu, Peng, Guan, Cuntai
Published in Neural networks (01.07.2023)
Published in Neural networks (01.07.2023)
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Journal Article
PPG2ECGps: An End-to-End Subject-Specific Deep Neural Network Model for Electrocardiogram Reconstruction from Photoplethysmography Signals without Pulse Arrival Time Adjustments
Tang, Qunfeng, Chen, Zhencheng, Ward, Rabab, Menon, Carlo, Elgendi, Mohamed
Published in Bioengineering (Basel) (23.05.2023)
Published in Bioengineering (Basel) (23.05.2023)
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Journal Article
The influence of cognitive activity on subsequent daytime nap: A deep neural network model based on sleep spindles
Liang, Zi-Wei, Weng, Yuan-Yuan, Li, Xin, Liu, Xiao-Yi, Lin, Guo-Jun, Yu, Jing
Published in Physiology & behavior (01.10.2023)
Published in Physiology & behavior (01.10.2023)
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Journal Article
Harnessing the Power of Voice: A Deep Neural Network Model for Alzheimer’s Disease Detection
Park, Chan-Young, Kim, Minsoo, Shim, YongSoo, Ryoo, Nayoung, Choi, Hyunjoo, Jeong, Ho Tae, Yun, Gihyun, Lee, Hunboc, Kim, Hyungryul, Kim, SangYun, Youn, Young Chul
Published in Dementia and neurocognitive disorders (2024)
Published in Dementia and neurocognitive disorders (2024)
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Journal Article