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Shigehiko Kanaya
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Publications
- 2024
- [i7]Sota Kudo, Naoaki Ono, Shigehiko Kanaya, Ming Huang:
Flexible Variational Information Bottleneck: Achieving Diverse Compression with a Single Training. CoRR abs/2402.01238 (2024) - 2022
- [c33]Ahmad Kamal Nasution, Sony Hartono Wijaya, Ming Huang, Naoaki Ono, Shigehiko Kanaya, Md. Altaf-Ul-Amin:
Prediction of Potential Natural Antibiotics based on Jamu Formula Using Machine Learning Approach. BIBE 2022: 204-209 - [c31]Ziwei Yang, Lingwei Zhu, Zheng Chen, Ming Huang, Naoaki Ono, Md. Altaf-Ul-Amin, Shigehiko Kanaya:
Cancer Subtyping via Embedded Unsupervised Learning on Transcriptomics Data. EMBC 2022: 1113-1116 - [c30]Mahfujul Islam Rumman, Naoaki Ono, Kenoki Ohuchida, Md. Altaf-Ul-Amin, Ming Huang, Shigehiko Kanaya:
Feature Extraction and Unsupervised Clustering of Histopathological Images of Pancreatic Cancer Using Information Maximization. GCCE 2022: 117-120 - [c29]Guangxian Zhu, Huijia Wang, Ming Huang, Md. Altaf-Ul-Amin, Naoaki Ono, Shigehiko Kanaya:
Straightforward Clustering and Identification of Morphological-Level Pancreatic Carcinoma. GCCE 2022: 162-163 - [c28]Guang Shi, Zheng Chen, Ming Huang, Renyuan Zhang, Naoaki Ono, Md. Altaf-Ul-Amin, Shigehiko Kanaya:
Algorithm Cocktail Approach for Predicting Body Constitution and Bias Recovery. LifeTech 2022: 112-113 - [c27]Sota Kudo, Zheng Chen, Naoaki Ono, Md. Altaf-Ul-Amin, Shigehiko Kanaya, Ming Huang:
Deep Learning-Based Sleep Staging with Acceleration and Heart Rate Data of a Consumer Wearable Device. LifeTech 2022: 305-307 - [c26]Yongxin Zhang, Naoaki Ono, Md. Altaf-Ul-Amin, Shigehiko Kanaya, Ming Huang:
Reconciling of the distances in physical space and latent feature space for complex activity modeling. LifeTech 2022: 524-526 - [c25]Guangxian Zhu, Huijia Wang, Yirong Kan, Zheng Chen, Ming Huang, Md. Altaf-Ul-Amin, Naoaki Ono, Shigehiko Kanaya, Renyuan Zhang, Yasuhiko Nakashima:
A Stochastic Coding Method of EEG Signals for Sleep Stage Classification. SOCC 2022: 1-6 - [i4]Ziwei Yang, Lingwei Zhu, Zheng Chen, Ming Huang, Naoaki Ono, Md. Altaf-Ul-Amin, Shigehiko Kanaya:
Cancer Subtyping via Embedded Unsupervised Learning on Transcriptomics Data. CoRR abs/2204.02278 (2022) - [i3]Zheng Chen, Ziwei Yang, Ming Huang, Toshiyo Tamura, Naoaki Ono, Md. Altaf-Ul-Amin, Shigehiko Kanaya:
Enhancement on Model Interpretability and Sleep Stage Scoring Performance with A Novel Pipeline Based on Deep Neural Network. CoRR abs/2204.03173 (2022) - 2021
- [j29]Shaikh Farhad Hossain, Ming Huang, Naoaki Ono, Aki Morita, Shigehiko Kanaya, Md. Altaf-Ul-Amin:
Development of a biomarker database toward performing disease classification and finding disease interrelations. Database J. Biol. Databases Curation 2021 (2021) - [j28]Zheng Chen, Naoaki Ono, Wei Chen, Toshiyo Tamura, Md. Altaf-Ul-Amin, Shigehiko Kanaya, Ming Huang:
The feasibility of predicting impending malignant ventricular arrhythmias by using nonlinear features of short heartbeat intervals. Comput. Methods Programs Biomed. 205: 106102 (2021) - [j27]Yongxin Zhang, Zheng Chen, Haoyu Tian, Koshiro Kido, Naoaki Ono, Wei Chen, Toshiyo Tamura, Md. Altaf-Ul-Amin, Shigehiko Kanaya, Ming Huang:
A Real-Time Portable IoT System for Telework Tracking. Frontiers Digit. Health 3: 643042 (2021) - [j26]Márcio Freire Cruz, Naoaki Ono, Ming Huang, Md. Altaf-Ul-Amin, Shigehiko Kanaya, Carlos Arthur Mattos Teixeira Cavalcante:
Kinematics approach with neural networks for early detection of sepsis (KANNEDS). BMC Medical Informatics Decis. Mak. 21(1): 163 (2021) - [c24]Zheng Chen, Ziwei Yang, Dong Wang, Ming Huang, Naoaki Ono, Md. Altaf-Ul-Amin, Shigehiko Kanaya:
An End-to-End Sleep Staging Simulator Based on Mixed Deep Neural Networks. BIBM 2021: 848-853 - [c23]Pei Gao, Zheng Chen, Dong Wang, Ming Huang, Naoaki Ono, Md. Altaf-Ul-Amin, Shigehiko Kanaya:
An Integrated Multi-Omics Approach for AMR Phenotype Prediction of Gut Microbiota. BIBM 2021: 2211-2216 - [c22]Ziwei Yang, Dong Wang, Zheng Chen, Ming Huang, Naoaki Ono, Md. Altaf-Ul-Amin, Shigehiko Kanaya:
Exploring Feasibility of Truth-Involved Automatic Sleep Staging Combined with Transformer. BIBM 2021: 2920-2923 - [c21]Zheng Chen, Pei Gao, Ming Huang, Naoaki Ono, Md. Altaf-Ul-Amin, Shigehiko Kanaya:
Feasibility Analysis of Symbolic Representation for Single-Channel EEG-Based Sleep Stages. EMBC 2021: 5928-5931 - [c20]Pei Gao, Zheng Chen, Ming Huang, Naoaki Ono, Shigehiko Kanaya, Md. Altaf-Ul-Amin:
An Approach to Construct and Validate TCM Dataset Effective against Bacterial Pneumonia. LifeTech 2021: 102-103 - [c19]Guang Shi, Zheng Chen, Shigehiko Kanaya, Md. Altaf-Ul-Amin, Naoaki Ono, Ming Huang:
Prediction of Body Constitutions through Life-Style for Health Guidance. LifeTech 2021: 106-107 - 2020
- [j24]Mohammad Bozlul Karim, Ming Huang, Naoaki Ono, Shigehiko Kanaya, Md. Altaf-Ul-Amin:
BiClusO: A Novel Biclustering Approach and Its Application to Species-VOC Relational Data. IEEE ACM Trans. Comput. Biol. Bioinform. 17(6): 1955-1965 (2020) - [c18]Zheng Chen, Naoaki Ono, Md. Altaf-Ul-Amin, Shigehiko Kanaya, Ming Huang:
iVAE: An Improved Deep Learning Structure for EEG Signal Characterization and Reconstruction. BIBM 2020: 1909-1913 - 2019
- [j22]Ryohei Eguchi, Naoaki Ono, Aki Hirai, Tetsuo Katsuragi, Satoshi Nakamura, Ming Huang, Md. Altaf-Ul-Amin, Shigehiko Kanaya:
Classification of alkaloids according to the starting substances of their biosynthetic pathways using graph convolutional neural networks. BMC Bioinform. 20(1): 380:1-380:13 (2019) - [j21]Koshiro Kido, Toshiyo Tamura, Naoaki Ono, Md. Altaf-Ul-Amin, Masaki Sekine, Shigehiko Kanaya, Ming Huang:
A Novel CNN-Based Framework for Classification of Signal Quality and Sleep Position from a Capacitive ECG Measurement. Sensors 19(7): 1731 (2019) - [c17]Shaikh Farhad Hossain, Ming Huang, Naoaki Ono, Shigehiko Kanaya, Md. Altaf-Ul-Amin:
Inter Disease Relations Based on Human Biomarkers by Network Analysis. BIBE 2019: 103-108 - [c16]Jieying Hu, Ming Huang, Naoaki Ono, Ye Chen-Izu, Leighton T. Izu, Shigehiko Kanaya:
Cardiotoxicity Prediction Based on Integreted hERG Database with Molecular Convolution Model. BIBM 2019: 1500-1503 - [c15]Koshiro Kido, Naoaki Ono, Md. Altaf-Ul-Amin, Shigehiko Kanaya, Ming Huang:
The Feasibility of Arrhythmias Detection from A Capacitive ECG Measurement Using Convolutional Neural Network. EMBC 2019: 3494-3497 - 2018
- [c14]Shaikh Farhad Hossain, Sony Hartono Wijaya, Ming Huang, Irmanida Batubara, Shigehiko Kanaya, Md. Altaf-Ul-Amin Farhad:
Prediction of Plant-Disease Relations Based on Unani Formulas by Network Analysis. BIBE 2018: 348-351 - 2017
- [j17]Ming Huang, Toshiyo Tamura, Zunyi Tang, Wenxi Chen, Shigehiko Kanaya:
A Wearable Thermometry for Core Body Temperature Measurement and Its Experimental Verification. IEEE J. Biomed. Health Informatics 21(3): 708-714 (2017) - [j16]Zunyi Tang, Toshiyo Tamura, Masaki Sekine, Ming Huang, Wenxi Chen, Masaki Yoshida, Kaoru Sakatani, Hiroshi Kobayashi, Shigehiko Kanaya:
A Chair-Based Unobtrusive Cuffless Blood Pressure Monitoring System Based on Pulse Arrival Time. IEEE J. Biomed. Health Informatics 21(5): 1194-1205 (2017) - 2016
- [j13]Ming Huang, Toshiyo Tamura, Zunyi Tang, Wenxi Chen, Shigehiko Kanaya:
Structural Optimization of a Wearable Deep Body Thermometer: From Theoretical Simulation to Experimental Verification. J. Sensors 2016: 4828093:1-4828093:7 (2016) - [c10]Ming Huang, Toshiyo Tamura, Takumi Yoshimura, Tadahiro Tsuchikawa, Shigehiko Kanaya:
Wearable deep body thermometers and their uses in continuous monitoring for daily healthcare. EMBC 2016: 177-180 - 2015
- [c9]Ming Huang, Toshiyo Tamura, Wenxi Chen, Naoaki Ono, Tetsuo Sato, Shigehiko Kanaya:
Evaluation of a noninvasive deep body thermometer in measurement of specific positions. EMBC 2015: 4395-4398 - 2014
- [c8]Ming Huang, Toshiyo Tamura, Wenxi Chen, Keiichiro Kitamura, Tetsu Nemoto, Shigehiko Kanaya:
Geometrical Improvement of a Noninvasive Core Temperature Thermometer based on Numeric Modeling and Experiment Validation. BIODEVICES 2014: 23-27 - [c7]Ming Huang, Toshiyo Tamura, Wenxi Chen, Keiichiro Kitamura, Tetsu Nemoto, Shigehiko Kanaya:
Characterization of ultradian and circadian rhythms of core body temperature based on wavelet analysis. EMBC 2014: 4220-4223
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