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生体信号処理を活用した医療AI

計測と制御, 2024/06/10, Vol.63(6), pp.342-348

2024

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A machine learning model for emotion recognition from physiological signals

Biomedical signal processing and control, 2020-01, Vol.55, p.101646, Article 101646

2020

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A novel method for detecting R-peaks in electrocardiogram (ECG) signal

Biomedical signal processing and control, 2012-03, Vol.7 (2), p.118-128

2012

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Hyperdimensional Brain-Inspired Learning for Phoneme Recognition With Large-Scale Inferior Colliculus Neural Activities

IEEE transactions on biomedical engineering, 2024-07, Vol.PP, p.1-13

2024

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Epileptic Seizure Detection and Experimental Treatment: A Review

Frontiers in neurology, 2020-07, Vol.11, p.701-701

2020

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Weighted combination and singular spectrum analysis based remote photoplethysmography pulse extraction in low-light environments

Medical engineering & physics, 2022-07, Vol.105, p.103822-103822, Article 103822

2022

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Transformers in biosignal analysis: A review

Information fusion, 2025-02, Vol.114, p.102697, Article 102697

2025

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Finger Joint Angle Estimation Based on Motoneuron Discharge Activities

IEEE journal of biomedical and health informatics, 2020-03, Vol.24 (3), p.760-767

2020

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Finger Force Estimation Using Motor Unit Discharges Across Forearm Postures

IEEE transactions on biomedical engineering, 2022-09, Vol.69 (9), p.2767-2775

2022

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Driver Drowsiness Classification Using Fuzzy Wavelet-Packet-Based Feature-Extraction Algorithm

IEEE transactions on biomedical engineering, 2011-01, Vol.58 (1), p.121-131

2011

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Unsupervised Clustering of Heartbeat Dynamics Allows for Real Time and Personalized Improvement in Cardiovascular Fitness

Sensors (Basel, Switzerland), 2022-05, Vol.22 (11), p.3974

2022

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Development of a heart rate detection algorithm using a non-contact doppler radar via signal elimination

Biomedical signal processing and control, 2021-02, Vol.64, p.102314, Article 102314

2021

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Early detection of late-onset neonatal sepsis from noninvasive biosignals using deep learning: A multicenter prospective development and validation study

International journal of medical informatics (Shannon, Ireland), 2024-04, Vol.184, p.105366-105366, Article 105366

2024

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A deep learning approach to detect sleep stages

Procedia computer science, 2020, Vol.176, p.2764-2772

2020

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Domain Generalization in Biosignal Classification

IEEE transactions on biomedical engineering, 2021-06, Vol.68 (6), p.1978-1989

2021

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Evaluation of decomposition parameters for high-density surface electromyogram using fast independent component analysis algorithm

Biomedical signal processing and control, 2022-05, Vol.75, p.103615, Article 103615

2022

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Latent space unsupervised semantic segmentation

Frontiers in physiology, 2023-04, Vol.14, p.1151312-1151312

2023

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Medical AI Systems Utilizing Biosignals

Journal of The Society of Instrument and Control Engineers, 2024/06/10, Vol.63(6), pp.342-348

2024

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Non-Invasive Characterization of Atrial Flutter Mechanisms Using Recurrence Quantification Analysis on the ECG: A Computational Study

IEEE transactions on biomedical engineering, 2021-03, Vol.68 (3), p.914-925

2021

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Energy Efficient In-Memory Hyperdimensional Encoding for Spatio-Temporal Signal Processing

IEEE transactions on circuits and systems. II, Express briefs, 2021-05, Vol.68 (5), p.1725-1729

2021

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RVDLAHA: An RISC-V DLA Hardware Architecture for On-Device Real-Time Seizure Detection and Personalization in Wearable Applications

IEEE transactions on biomedical circuits and systems, 2024-08, Vol.PP, p.1-14

2024

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Adaptive R-Peak Detection on Wearable ECG Sensors for High-Intensity Exercise

IEEE transactions on biomedical engineering, 2023-03, Vol.70 (3), p.941-953

2023

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RAPID: Approximate Pipelined Soft Multipliers and Dividers for High Throughput and Energy Efficiency

IEEE transactions on computer-aided design of integrated circuits and systems, 2023-03, Vol.42 (3), p.712-725

2023

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Interference Removal From Electromyography Based on Independent Component Analysis

IEEE transactions on neural systems and rehabilitation engineering, 2019-05, Vol.27 (5), p.887-894

2019

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Biosignalverarbeitung: Grundlagen und Anwendungen mit MATLAB

1st edition., 2018

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生体信号処理を活用した医療AI

A machine learning model for emotion recognition from physiological signals

A novel method for detecting R-peaks in electrocardiogram (ECG) signal

Hyperdimensional Brain-Inspired Learning for Phoneme Recognition With Large-Scale Inferior Colliculus Neural Activities

Epileptic Seizure Detection and Experimental Treatment: A Review

Weighted combination and singular spectrum analysis based remote photoplethysmography pulse extraction in low-light environments

Transformers in biosignal analysis: A review

Finger Joint Angle Estimation Based on Motoneuron Discharge Activities

Finger Force Estimation Using Motor Unit Discharges Across Forearm Postures

Driver Drowsiness Classification Using Fuzzy Wavelet-Packet-Based Feature-Extraction Algorithm

Unsupervised Clustering of Heartbeat Dynamics Allows for Real Time and Personalized Improvement in Cardiovascular Fitness

Development of a heart rate detection algorithm using a non-contact doppler radar via signal elimination

Early detection of late-onset neonatal sepsis from noninvasive biosignals using deep learning: A multicenter prospective development and validation study

A deep learning approach to detect sleep stages

Domain Generalization in Biosignal Classification

Evaluation of decomposition parameters for high-density surface electromyogram using fast independent component analysis algorithm

Latent space unsupervised semantic segmentation

Medical AI Systems Utilizing Biosignals

Non-Invasive Characterization of Atrial Flutter Mechanisms Using Recurrence Quantification Analysis on the ECG: A Computational Study

Energy Efficient In-Memory Hyperdimensional Encoding for Spatio-Temporal Signal Processing

RVDLAHA: An RISC-V DLA Hardware Architecture for On-Device Real-Time Seizure Detection and Personalization in Wearable Applications

Adaptive R-Peak Detection on Wearable ECG Sensors for High-Intensity Exercise

RAPID: Approximate Pipelined Soft Multipliers and Dividers for High Throughput and Energy Efficiency

Interference Removal From Electromyography Based on Independent Component Analysis

Biosignalverarbeitung: Grundlagen und Anwendungen mit MATLAB

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