Koichi Fujiwara

Koichi Fujiwara

Nagoya University

H-index: 21

Asia-Japan

About Koichi Fujiwara

Koichi Fujiwara, With an exceptional h-index of 21 and a recent h-index of 15 (since 2020), a distinguished researcher at Nagoya University, specializes in the field of Biosignal Processing, Machine Learning, Medical AI.

His recent articles reflect a diverse array of research interests and contributions to the field:

Frustration control during driving using auditory false heart rate feedback

Predictive Modeling for Hospital Readmissions for Patients with Heart Disease: An updated review from 2012-2023

Beacon-based sleep-wake monitoring in dogs

Heat illness detection with heart rate variability analysis and anomaly detection algorithm

Association between postinduction hypotension and postoperative mortality: a single-centre retrospective cohort study

Beacon-based sleep status and physical activity monitoring in humans.

Development of an epileptic seizure prediction algorithm using R–R intervals with self-attentive autoencoder

Soft-Sensor Construction Method Based on Adaptive Modeling and Transfer Learning for Manufacturing Process Including Maintenance Periods

Koichi Fujiwara Information

University

Position

/ Kyoto University

Citations(all)

1942

Citations(since 2020)

1168

Cited By

1059

hIndex(all)

21

hIndex(since 2020)

15

i10Index(all)

30

i10Index(since 2020)

24

Email

University Profile Page

Nagoya University

Google Scholar

View Google Scholar Profile

Koichi Fujiwara Skills & Research Interests

Biosignal Processing

Machine Learning

Medical AI

Top articles of Koichi Fujiwara

Title

Journal

Author(s)

Publication Date

Frustration control during driving using auditory false heart rate feedback

Transportation Research Part F: Traffic Psychology and Behaviour

Koshi Ota

Koichi Fujiwara

Toshihiro Hiraoka

2024/2/1

Predictive Modeling for Hospital Readmissions for Patients with Heart Disease: An updated review from 2012-2023

IEEE Journal of Biomedical and Health Informatics

Wei Zhang

Weihan Cheng

Koichi Fujiwara

Richard Evans

Chengyan Zhu

2024/4/5

Beacon-based sleep-wake monitoring in dogs

Journal of Veterinary Medical Science

Takefumi Kikusui

Mizuho Yagisawa

Kahori Koyama

Yuma Shishikura

Kana Miyamoto

...

2024

Heat illness detection with heart rate variability analysis and anomaly detection algorithm

Biomedical Signal Processing and Control

Koichi Fujiwara

Koshi Ota

Shota Saeda

Toshitaka Yamakawa

Takatomi Kubo

...

2024/1/1

Association between postinduction hypotension and postoperative mortality: a single-centre retrospective cohort study

Canadian Journal of Anesthesia/Journal canadien d'anesthésie

Toshiyuki Nakanishi

Tatsuya Tsuji

Yoshiki Sento

Hiroya Hashimoto

Koichi Fujiwara

...

2024/3

Beacon-based sleep status and physical activity monitoring in humans.

bioRxiv

Takefumi Kikusui

Mizuho Yagisawa

Kahori Koyama

Koichi Fujiwara

Kazuhiko Kume

...

2023

Development of an epileptic seizure prediction algorithm using R–R intervals with self-attentive autoencoder

Artificial Life and Robotics

Rikumo Ode

Koichi Fujiwara

Miho Miyajima

Toshikata Yamakawa

Manabu Kano

...

2023/5

Soft-Sensor Construction Method Based on Adaptive Modeling and Transfer Learning for Manufacturing Process Including Maintenance Periods

Kaito Katayama

Koichi Fujiwara

Kazuki Yamamoto

2023/10/31

Nearest Neighbor Search-Based Modification of RRI Data with Premature Atrial Contraction and Premature Ventricular Contraction

Sifeng Chen

Shota Kato

Koichi Fujiwara

Manabu Kano

2023/3/9

Prediction Model of Postoperative Pain Exacerbation Using a Wearable Electrocardiogram Sensor

Toshiyuki Nakanishi

Koichi Fujiwara

Kazuya Sobue

2023/10/31

Causal analysis of nitrogen oxides emissions process in coal-fired power plant with LiNGAM

Frontiers in Analytical Science

Tatsuki Saito

Koichi Fujiwara

2023/2/16

FexSplice: A LightGBM-Based Model for Predicting the Splicing Effect of a Single Nucleotide Variant Affecting the First Nucleotide G of an Exon

Genes

Atefeh Joudaki

Jun-ichi Takeda

Akio Masuda

Rikumo Ode

Koichi Fujiwara

...

2023/9/6

Data science and digital service delivery in healthcare

Koichi Fujiwara

Tetsuharu Nagamoto

Priit Kruus

2023/2/7

Driver Drowsiness Detection Using RR Interval of Electrocardiogram and Self-Attention Autoencoder

IEEE Transactions on Intelligent Vehicles

Koichi Fujiwara

Hiroki Iwamoto

Kentaro Hori

Manabu Kano

2023/8/25

Interactive system for optimal position selection of a patch-type R–R interval telemeter

Artificial Life and Robotics

Aoi Noguchi

Tomoyuki Takano

Koichi Fujiwara

Miho Miyajima

Toshitaka Yamakawa

2023/2

Learning curve of i-gel insertion in novices using a cumulative sum analysis

Scientific Reports

Toshiyuki Nakanishi

Seishi Sakamoto

Manabu Yoshimura

Koichi Fujiwara

Takashi Toriumi

2023/5/2

Development of Epileptic Seizure Prediction System Based on Heart Rate Monitoring.

Malaysian Journal of Medicine & Health Sciences

Toshitaka Yamakawa

Miho Miyajima

Koichi Fujiwara

Manabu Kano

Taketoshi Maehara

2023/12/2

RR interval-based sleep apnea screening by a recurrent neural network in a large clinical polysomnography dataset

Clinical Neurophysiology

Ayako Iwasaki

Koichi Fujiwara

Chikao Nakayama

Yukiyoshi Sumi

Manabu Kano

...

2022/7/1

Medical checkup data analysis method based on LiNGAM and its application to nonalcoholic fatty liver disease

Artificial intelligence in medicine

Tsuyoshi Uchida

Koichi Fujiwara

Kenichi Nishioji

Masao Kobayashi

Manabu Kano

...

2022/6/1

Causal plot: Causal-based fault diagnosis method based on causal analysis

Processes

Yoshiaki Uchida

Koichi Fujiwara

Tatsuki Saito

Taketsugu Osaka

2022/11/3

See List of Professors in Koichi Fujiwara University(Nagoya University)

Co-Authors

H-index: 39
Manabu Kano

Manabu Kano

Kyoto University

H-index: 22
Kazushi IKEDA

Kazushi IKEDA

Nara Institute of Science and Technology

H-index: 14
Takao Inoue

Takao Inoue

Yamaguchi University

H-index: 12
Toshitaka Yamakawa

Toshitaka Yamakawa

Kumamoto University

H-index: 11
Takatomi Kubo

Takatomi Kubo

Nara Institute of Science and Technology

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