Shigehiko Kanaya
According to our database1,
Shigehiko Kanaya
authored at least 73 papers
between 1996 and 2024.
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Bibliography
2024
Flexible Variational Information Bottleneck: Achieving Diverse Compression with a Single Training.
CoRR, 2024
2023
Comput. Methods Programs Biomed., June, 2023
Variational Autoencoding Molecular Graphs with Denoising Diffusion Probabilistic Model.
CoRR, 2023
Proceedings of the 12th IEEE Global Conference on Consumer Electronics, 2023
Investigating Potential Natural Antibiotics Plants Based on Unani Formula Using Supervised Network Analysis and Machine Learning Approach.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023
2022
Int. J. Bioinform. Res. Appl., 2022
Cancer Subtyping by Improved Transcriptomic Features Using Vector Quantized Variational Autoencoder.
CoRR, 2022
Enhancement on Model Interpretability and Sleep Stage Scoring Performance with A Novel Pipeline Based on Deep Neural Network.
CoRR, 2022
Proceedings of the 35th IEEE International System-on-Chip Conference, 2022
Reconciling of the distances in physical space and latent feature space for complex activity modeling.
Proceedings of the 4th IEEE Global Conference on Life Sciences and Technologies, 2022
Proceedings of the 4th IEEE Global Conference on Life Sciences and Technologies, 2022
Deep Learning-Based Sleep Staging with Acceleration and Heart Rate Data of a Consumer Wearable Device.
Proceedings of the 4th IEEE Global Conference on Life Sciences and Technologies, 2022
Straightforward Clustering and Identification of Morphological-Level Pancreatic Carcinoma.
Proceedings of the 11th IEEE Global Conference on Consumer Electronics, 2022
Feature Extraction and Unsupervised Clustering of Histopathological Images of Pancreatic Cancer Using Information Maximization.
Proceedings of the 11th IEEE Global Conference on Consumer Electronics, 2022
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022
Prediction of Potential Natural Antibiotics based on Jamu Formula Using Machine Learning Approach.
Proceedings of the 22nd IEEE International Conference on Bioinformatics and Bioengineering, 2022
2021
SoftwareX, 2021
BMC Medical Informatics Decis. Mak., 2021
The feasibility of predicting impending malignant ventricular arrhythmias by using nonlinear features of short heartbeat intervals.
Comput. Methods Programs Biomed., 2021
Development of a biomarker database toward performing disease classification and finding disease interrelations.
Database J. Biol. Databases Curation, 2021
Proceedings of the 3rd IEEE Global Conference on Life Sciences and Technologies, 2021
An Approach to Construct and Validate TCM Dataset Effective against Bacterial Pneumonia.
Proceedings of the 3rd IEEE Global Conference on Life Sciences and Technologies, 2021
Feasibility Analysis of Symbolic Representation for Single-Channel EEG-Based Sleep Stages.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Exploring Feasibility of Truth-Involved Automatic Sleep Staging Combined with Transformer.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021
2020
BiClusO: A Novel Biclustering Approach and Its Application to Species-VOC Relational Data.
IEEE ACM Trans. Comput. Biol. Bioinform., 2020
iVAE: An Improved Deep Learning Structure for EEG Signal Characterization and Reconstruction.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020
2019
Proceedings of the Encyclopedia of Bioinformatics and Computational Biology - Volume 3, 2019
A Novel CNN-Based Framework for Classification of Signal Quality and Sleep Position from a Capacitive ECG Measurement.
Sensors, 2019
Classification of alkaloids according to the starting substances of their biosynthetic pathways using graph convolutional neural networks.
BMC Bioinform., 2019
Appl. Netw. Sci., 2019
The Feasibility of Arrhythmias Detection from A Capacitive ECG Measurement Using Convolutional Neural Network.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Cardiotoxicity Prediction Based on Integreted hERG Database with Molecular Convolution Model.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019
2018
Classification of lung adenocarcinoma transcriptome subtypes from pathological images using deep convolutional networks.
Int. J. Comput. Assist. Radiol. Surg., 2018
An integrative network-based approach to identify novel disease genes and pathways: a case study in the context of inflammatory bowel disease.
BMC Bioinform., 2018
UC2 search: using unique connectivity of uncharged compounds for metabolite annotation by database searching in mass spectrometry-based metabolomics.
Bioinform., 2018
Power Spectral Analysis of Short-Term Blood Pressure Recordings for Assessing Daily Variations of Blood Pressure in Human.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Comparison of BiClusO with Five Different Biclustering Algorithms Using Biological and Synthetic Data.
Proceedings of the Complex Networks and Their Applications VII, 2018
Feature extraction and Cluster analysis of Pancreatic Pathological Image Based on Unsupervised Convolutional Neural Network.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018
Proceedings of the 18th IEEE International Conference on Bioinformatics and Bioengineering, 2018
2017
A Chair-Based Unobtrusive Cuffless Blood Pressure Monitoring System Based on Pulse Arrival Time.
IEEE J. Biomed. Health Informatics, 2017
A Wearable Thermometry for Core Body Temperature Measurement and Its Experimental Verification.
IEEE J. Biomed. Health Informatics, 2017
2016
Structural Optimization of a Wearable Deep Body Thermometer: From Theoretical Simulation to Experimental Verification.
J. Sensors, 2016
Integrated pathway-based transcription regulation network mining and visualization based on gene expression profiles.
J. Biomed. Informatics, 2016
Finding an appropriate equation to measure similarity between binary vectors: case studies on Indonesian and Japanese herbal medicines.
BMC Bioinform., 2016
Wearable deep body thermometers and their uses in continuous monitoring for daily healthcare.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
2015
Evaluation of a noninvasive deep body thermometer in measurement of specific positions.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
2014
A U-system approach for predicting metabolic behaviors and responses based on an alleged metabolic reaction network.
BMC Syst. Biol., 2014
Characterization of ultradian and circadian rhythms of core body temperature based on wavelet analysis.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Geometrical Improvement of a Noninvasive Core Temperature Thermometer based on Numeric Modeling and Experiment Validation.
Proceedings of the BIODEVICES 2014, 2014
2013
An application of a relational database system for high-throughput prediction of elemental compositions from accurate mass values.
Bioinform., 2013
2012
PCDq: human protein complex database with quality index which summarizes different levels of evidences of protein complexes predicted from H-Invitational protein-protein interactions integrative dataset.
BMC Syst. Biol., 2012
2011
Genome-wide binding profiles of the <i>Bacillus subtilis</i> transition state regulator AbrB and its homolog Abh reveals their interactive role in transcriptional regulation.
Nucleic Acids Res., 2011
Nucleic Acids Res., 2011
BMC Bioinform., 2011
2010
System Biology Approach for Elucidating the Relationship Between Indonesian Herbal Plants and the Efficacy of Jamu.
Proceedings of the ICDMW 2010, 2010
2009
Batch-Learning Self-Organizing Map for Predicting Functions of Poorly-Characterized Proteins Massively Accumulated.
Proceedings of the Advances in Self-Organizing Maps, 7th International Workshop, 2009
A Large-Scale Genomics Studies Conducted with Batch-Learning SOM Utilizing High-Performance Supercomputers.
Proceedings of the Bio-Inspired Systems: Computational and Ambient Intelligence, 2009
Traceable Analysis of Multiple-Stage Mass Spectra through Precursor-Product Annotations.
Proceedings of the German Conference on Bioinformatics 2009, 2009
Proceedings of the 2nd International Conference on BioMedical Engineering and Informatics, 2009
2007
Predicting state transitions in the transcriptome and metabolome using a linear dynamical system model.
BMC Bioinform., 2007
2006
Development and implementation of an algorithm for detection of protein complexes in large interaction networks.
BMC Bioinform., 2006
2005
Accurate extraction of functional associations between proteins based on common interaction partners and common domains.
Bioinform., 2005
Prediction of Protein Functions Based on Protein-Protein Interaction Networks: A Min-Cut Approach.
Proceedings of the 21st International Conference on Data Engineering Workshops, 2005
1996
Nucleic Acids Res., 1996
Detection of genes in Escherichia coli sequences determined by genome projects and prediction of protein production levels, based on multivariate diversity in codon usage.
Comput. Appl. Biosci., 1996