Michiaki Hamada

Orcid: 0000-0001-9466-1034

According to our database1, Michiaki Hamada authored at least 42 papers between 2006 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Screening of Key Transcripts from Expression Data Using Applied Artificial Intelligence for Cancer Prediction.
Int. J. Comput. Intell. Syst., December, 2024

2023
Recent trends in RNA informatics: a review of machine learning and deep learning for RNA secondary structure prediction and RNA drug discovery.
Briefings Bioinform., July, 2023

DeepRaccess: high-speed RNA accessibility prediction using deep learning.
Frontiers Bioinform., May, 2023

GeoPhy: Differentiable Phylogenetic Inference via Geometric Gradients of Tree Topologies.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022
Generative aptamer discovery using RaptGen.
Nat. Comput. Sci., 2022

2021
Multi-resBind: a residual network-based multi-label classifier for in vivo RNA binding prediction and preference visualization.
BMC Bioinform., 2021

PBSIM2: a simulator for long-read sequencers with a novel generative model of quality scores.
Bioinform., 2021

Umibato: estimation of time-varying microbial interaction using continuous-time regression hidden Markov model.
Bioinform., 2021

2020
MoAIMS: efficient software for detection of enriched regions of MeRIP-Seq.
BMC Bioinform., 2020

2019
Estimating Energy Parameters for RNA Secondary Structure Predictions Using Both Experimental and Computational Data.
IEEE ACM Trans. Comput. Biol. Bioinform., 2019

Discovering novel mutation signatures by latent Dirichlet allocation with variational Bayes inference.
Bioinform., 2019

2018
A Novel Method for Assessing the Statistical Significance of RNA-RNA Interactions Between Two Long RNAs.
J. Comput. Biol., 2018

DeepM6ASeq: prediction and characterization of m6A-containing sequences using deep learning.
BMC Bioinform., 2018

Beyond similarity assessment: selecting the optimal model for sequence alignment via the Factorized Asymptotic Bayesian algorithm.
Bioinform., 2018

2017
Training alignment parameters for arbitrary sequencers with LAST-TRAIN.
Bioinform., 2017

RIblast: an ultrafast RNA-RNA interaction prediction system based on a seed-and-extension approach.
Bioinform., 2017

2016
Rtools: a web server for various secondary structural analyses on single RNA sequences.
Nucleic Acids Res., 2016

Comprehensive prediction of lncRNA-RNA interactions in human transcriptome.
BMC Genom., 2016

2015
Privacy-preserving search for chemical compound databases.
BMC Bioinform., December, 2015

A semi-supervised learning approach for RNA secondary structure prediction.
Comput. Biol. Chem., 2015

Learning chromatin states with factorized information criteria.
Bioinform., 2015

2014
Reference-free prediction of rearrangement breakpoint reads.
Bioinform., 2014

Fighting against uncertainty: an essential issue in bioinformatics.
Briefings Bioinform., 2014

2013
Generalized Centroid Estimators in Bioinformatics
CoRR, 2013

PBSIM: PacBio reads simulator - toward accurate genome assembly.
Bioinform., 2013

Analysis of base-pairing probabilities of RNA molecules involved in protein-RNA interactions.
Bioinform., 2013

2012
A Classification of Bioinformatics Algorithms from the Viewpoint of Maximizing Expected Accuracy (MEA).
J. Comput. Biol., 2012

Direct Updating of an RNA Base-Pairing Probability Matrix with Marginal Probability Constraints.
J. Comput. Biol., 2012

2011
CentroidHomfold-LAST: accurate prediction of RNA secondary structure using automatically collected homologous sequences.
Nucleic Acids Res., 2011

Improving the accuracy of predicting secondary structure for aligned RNA sequences.
Nucleic Acids Res., 2011

IPknot: fast and accurate prediction of RNA secondary structures with pseudoknots using integer programming.
Bioinform., 2011

Probabilistic alignments with quality scores: an application to short-read mapping toward accurate SNP/indel detection.
Bioinform., 2011

2010
A Non-Parametric Bayesian Approach for Predicting RNA Secondary Structures.
J. Bioinform. Comput. Biol., 2010

Prediction of RNA secondary structure by maximizing pseudo-expected accuracy.
BMC Bioinform., 2010

Parameters for accurate genome alignment.
BMC Bioinform., 2010

RactIP: fast and accurate prediction of RNA-RNA interaction using integer programming.
Bioinform., 2010

2009
CENTROIDFOLD: a web server for RNA secondary structure prediction.
Nucleic Acids Res., 2009

CentroidAlign: fast and accurate aligner for structured RNAs by maximizing expected sum-of-pairs score.
Bioinform., 2009

Predictions of RNA secondary structure by combining homologous sequence information.
Bioinform., 2009

Prediction of RNA secondary structure using generalized centroid estimators.
Bioinform., 2009

2008
Software.ncrna.org: web servers for analyses of RNA sequences.
Nucleic Acids Res., 2008

2006
Mining frequent stem patterns from unaligned RNA sequences.
Bioinform., 2006


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