Hiroyoshi Iwata

发表

DNApod: Implementation of Virtual Machine for DNApod Workflow and Genotype Imputation

Yasukazu Nakamura, Takatomo Fujisawa, Yasuhiro Tanizawa, 2016 .

Statistical Methods for the Quantitative Genetic Analysis of High-Throughput Phenotyping Data.

Gota Morota, Diego Jarquin, Hiroyoshi Iwata, 2019, Methods in molecular biology.

A Bayesian method and its variational approximation for prediction of genomic breeding values in multiple traits

Takeshi Hayashi, Hiroyoshi Iwata, Takeshi Hayashi, 2013, BMC Bioinformatics.

Bayesian optimization of multivariate genomic prediction models based on secondary traits for improved accuracy gains and phenotyping costs

Hiroyoshi Iwata, Kosuke Hamazaki, H. Iwata, 2020, Theoretical and Applied Genetics.

RAINBOW: Haplotype-based genome-wide association study using a novel SNP-set method

Hiroyoshi Iwata, Kosuke Hamazaki, H. Iwata, 2020, PLoS Comput. Biol..

VIGoR: Variational Bayesian Inference for Genome-Wide Regression

Hiroyoshi Iwata, Akio Onogi, H. Iwata, 2016 .

A Deep Learning Method to Impute Missing Values and Compress Genome-ide Polymorphism Data in Rice

Akio Kimura, Chyon Hae Kim, Hei Leung, 2021, BIOINFORMATICS.

Stochastic Variational Variable Selection for High-Dimensional Microbiome Data

Erika Usui, Hiroyoshi Iwata, Hisashi Tsujimoto, 2021 .

Bayesian association mapping of multiple quantitative trait loci and its application to the analysis of genetic variation among Oryza sativa L. germplasms

Takeshi Hayashi, Kaworu Ebana, Yusaku Uga, 2007, Theoretical and Applied Genetics.

Genomic selection in plant breeding: from theory to practice.

Jean-Luc Jannink, Hiroyoshi Iwata, H. Iwata, 2010, Briefings in functional genomics.

Diallel Analysis of Root Shape of Japanese Radish (Raphanus sativus L.) Based on Elliptic Fourier Descriptors

Seiji Matsuura, Satoshi Niikura, Hiroyoshi Iwata, 2000 .

Analysis of petal shape variation of Primula sieboldii by elliptic fourier descriptors and principal component analysis.

Seishi Ninomiya, Ryo Ohsawa, Hiroyoshi Iwata, 2004, Annals of botany.

The Evaluation of Genotype × Environment Interactions of Citrus Leaf Morphology Using Image Analysis and Elliptic Fourier Descriptors

Seishi Ninomiya, Hiroyoshi Iwata, Hirohisa Nesumi, 2002 .

Genomic Prediction of Biological Shape: Elliptic Fourier Analysis and Kernel Partial Least Squares (PLS) Regression Applied to Grain Shape Prediction in Rice (Oryza sativa L.)

Takeshi Hayashi, Kaworu Ebana, Yusaku Uga, 2015, PloS one.

Quantitative Evaluation of Partial Shape Characteristics of Petal in Sacred Lotus Based on P-type Fourier Descriptors

Seishi Ninomiya, Hiroyoshi Iwata, Zeyu Zheng, 2005 .

Genetic structure of Miscanthus sinensis ssp. condensatus (Poaceae) on Miyake Island: implications for revegetation of volcanically devastated sites

Takashi Kamijo, Hiroyoshi Iwata, H. Iwata, 2005, Ecological Research.

AntMap: Constructing Genetic Linkage Maps Using an Ant Colony Optimization Algorithm

Seishi Ninomiya, Hiroyoshi Iwata, S. Ninomiya, 2006 .

Genomic comparison of Bradyrhizobium japonicum strains with different symbiotic nitrogen-fixing capabilities and other Bradyrhizobiaceae members

Takakazu Kaneko, Satoshi Tabata, Kiwamu Minamisawa, 2009, The ISME Journal.

Quantitative evaluation of the degree of sprout leaf bending of rice cultivars using P-type Fourier descriptors and principal component analysis

Hiroyoshi Iwata, Zeyu Zheng, Yoshiyasu Tamura, 2007, Euphytica.

Genomic Selection in Plant Breeding

Aaron J. Lorenz, Jean-Luc Jannink, Kevin P. Smith, 2011 .

Modelling strategies for assessing and increasing the effectiveness of new phenotyping techniques in plant breeding.

Francois Tardieu, Onno Muller, Scott C. Chapman, 2019, Plant science : an international journal of experimental plant biology.

Fruit shape variation in Fraxinus mandshurica var. japonica characterized using elliptic Fourier descriptors and the effect on flight duration

Hiroyoshi Iwata, H. Iwata, Susumu Goto, 2005, Ecological Research.

Genetic Control of Root Shape at Different Growth Stages in Radish (Raphanus sativus L.)

Seiji Matsuura, Satoshi Niikura, Hiroyoshi Iwata, 2004 .

Multi-task Gaussian process for imputing missing data in multi-trait and multi-environment trials

Kaworu Ebana, Hiroyoshi Iwata, Koichi Futakuchi, 2016, Theoretical and Applied Genetics.

Evaluation of variation of root shape of Japanese radish (Raphanus sativus L.) based on image analysis using elliptic Fourier descriptors

Seiji Matsuura, Satoshi Niikura, Hiroyoshi Iwata, 1998, Euphytica.

Genome-wide association study and genomic prediction in citrus: Potential of genomics-assisted breeding for fruit quality traits

Keisuke Nonaka, Yasukazu Nakamura, Eli Kaminuma, 2017, Scientific Reports.

Exploring the areas of applicability of whole-genome prediction methods for Asian rice (Oryza sativa L.)

Masanori Yamasaki, Kaworu Ebana, Hiroyoshi Iwata, 2014, Theoretical and Applied Genetics.

A Ranking Approach to Genomic Selection

Naonori Ueda, Mathieu Blondel, Hiroyoshi Iwata, 2015, PloS one.

Interaction between Genetic Effects and Soil Type in Diallel Analysis of Root Shape and Size of Japanese Radish (Raphanus sativus L.)

Seiji Matsuura, Satoshi Niikura, Hiroyoshi Iwata, 2004 .

Description of grain weight distribution leading to genomic selection for grain-filling characteristics in rice

Masanori Yamasaki, Takeshi Hayashi, Kaworu Ebana, 2018, PloS one.