Gen Tamiya

发表

Illuminating Clues of Cancer Buried in Prostate MR Image: Deep Learning and Expert Approaches

Jun Akatsuka, Yoichiro Yamamoto, Tetsuro Sekine, 2019, Biomolecules.

A Recurrent Neural Network Based Method for Genotype Imputation on Phased Genotype Data

Gen Tamiya, Masayuki Yamamoto, Kaname Kojima, 2019 .

Automated acquisition of knowledge beyond pathologists

Naonori Ueda, Jun Akatsuka, Hiromu Morikawa, 2019, bioRxiv.

Quick assessment for systematic test statistic inflation/deflation due to null model misspecifications in genome-wide environment interaction studies

Masao Ueki, Gen Tamiya, Masahiro Fujii, 2019, PloS one.

Security controls in an integrated Biobank to protect privacy in data sharing: rationale and study design

Hiroshi Tanaka, Kengo Kinoshita, Masao Nagasaki, 2017, BMC Medical Informatics and Decision Making.

Artificial intelligence powered statistical genetics in biobanks

Masao Ueki, Gen Tamiya, Akira Narita, 2020, Journal of Human Genetics.

Improved metabolomic data-based prediction of depressive symptoms using nonlinear machine learning with feature selection

Kengo Kinoshita, Makoto Yamada, Masao Ueki, 2020, Translational Psychiatry.

A genotype imputation method for de-identified haplotype reference information by using recurrent neural network

Gen Tamiya, Shu Tadaka, Fumiki Katsuoka, 2020, PLoS Comput. Biol..

Automated acquisition of explainable knowledge from unannotated histopathology images

Jun Akatsuka, Yoichiro Yamamoto, Hiromu Morikawa, 2019, Nature Communications.

Outlier detection for questionnaire data in biobanks.

Kengo Kinoshita, Masao Ueki, Gen Tamiya, 2019, International journal of epidemiology.

Ultrahigh-dimensional variable selection method for whole-genome gene-gene interaction analysis

Masao Ueki, Gen Tamiya, G. Tamiya, 2012, BMC Bioinformatics.

jMorp updates in 2020: large enhancement of multi-omics data resources on the general Japanese population

Kengo Kinoshita, Gen Tamiya, Shu Tadaka, 2020, Nucleic Acids Res..

Novel algorithm for automated genotyping of microsatellites.

Gen Tamiya, Tadashi Imanishi, Takashi Gojobori, 2004, Nucleic acids research.

Whole genome association study of rheumatoid arthritis using 27 039 microsatellites.

Gen Tamiya, Tadashi Imanishi, Takashi Gojobori, 2005, Human molecular genetics.

Identification of the hRDH-E2 gene, a novel member of the SDR family, and its increased expression in psoriatic lesion.

Gen Tamiya, Akira Ozawa, Hidetoshi Inoko, 2002, Biochemical and biophysical research communications.

Complete sequence and gene map of a human major histocompatibility complex

Gen Tamiya, Simon A. Forbes, Stephan Beck, 1999 .

Impaired glucose metabolism slows executive function independent of cerebral ischemic lesions in Japanese elderly: the Takahata study.

Masao Ueki, Gen Tamiya, Takeo Kato, 2011, Internal medicine.

The Tohoku Medical Megabank Project: Design and Mission.

Hiroshi Tanaka, Yasuyuki Taki, Kengo Kinoshita, 2016, Journal of epidemiology.