Yoshihiro Yamanishi

Yoshihiro Yamanishi

Kyushu Institute of Technology

H-index: 39

Asia-Japan

About Yoshihiro Yamanishi

Yoshihiro Yamanishi, With an exceptional h-index of 39 and a recent h-index of 26 (since 2020), a distinguished researcher at Kyushu Institute of Technology, specializes in the field of Bioinformatics, Chemoinformatics, Drug discovery, Machine Learning, Artificial Intelligence.

His recent articles reflect a diverse array of research interests and contributions to the field:

A community effort in SARS‐CoV‐2 drug discovery

Molecular Generative Adversarial Network with Multi-Property Optimization

GxVAEs: Two Joint VAEs Generate Hit Molecules from Gene Expression Profiles

Quantitative evaluation of molecular generation performance of graph-based GANs

DIRECTEUR: transcriptome-based prediction of small molecules that replace transcription factors for direct cell conversion

TenGAN: Pure Transformer Encoders Make an Efficient Discrete GAN for De Novo Molecular Generation

Network-based identification of diagnosis-specific trans-omic biomarkers via integration of multiple omics data

Ligand-based virtual-screening identified a novel CFTR ligand which improves the defective cell surface expression of misfolded ABC transporters

Yoshihiro Yamanishi Information

University

Position

___

Citations(all)

12859

Citations(since 2020)

5725

Cited By

9609

hIndex(all)

39

hIndex(since 2020)

26

i10Index(all)

71

i10Index(since 2020)

51

Email

University Profile Page

Kyushu Institute of Technology

Google Scholar

View Google Scholar Profile

Yoshihiro Yamanishi Skills & Research Interests

Bioinformatics

Chemoinformatics

Drug discovery

Machine Learning

Artificial Intelligence

Top articles of Yoshihiro Yamanishi

Title

Journal

Author(s)

Publication Date

A community effort in SARS‐CoV‐2 drug discovery

Molecular Informatics

Johannes Schimunek

Philipp Seidl

Katarina Elez

Tim Hempel

Tuan Le

...

2024/1

Molecular Generative Adversarial Network with Multi-Property Optimization

arXiv preprint arXiv:2404.00081

Huidong Tang

Chen Li

Sayaka Kamei

Yoshihiro Yamanishi

Yasuhiko Morimoto

2024/3/29

GxVAEs: Two Joint VAEs Generate Hit Molecules from Gene Expression Profiles

Proceedings of the AAAI Conference on Artificial Intelligence

Chen Li

Yoshihiro Yamanishi

2024/3/24

Quantitative evaluation of molecular generation performance of graph-based GANs

Software Quality Journal

Jinli Zhang

Zhenbo Wang

Zongli Jiang

Man Wu

Chen Li

...

2024/4/25

DIRECTEUR: transcriptome-based prediction of small molecules that replace transcription factors for direct cell conversion

Bioinformatics

Momoko Hamano

Toru Nakamura

Ryoku Ito

Yuki Shimada

Michio Iwata

...

2024/2/1

TenGAN: Pure Transformer Encoders Make an Efficient Discrete GAN for De Novo Molecular Generation

Chen Li

Yoshihiro Yamanishi

2024/4/18

Network-based identification of diagnosis-specific trans-omic biomarkers via integration of multiple omics data

Biosystems

Md Mamunur Rashid

Momoko Hamano

Midori Iida

Michio Iwata

Toshiyuki Ko

...

2024/2/1

Ligand-based virtual-screening identified a novel CFTR ligand which improves the defective cell surface expression of misfolded ABC transporters

Frontiers in Pharmacology

Shogo Taniguchi

Francois Berenger

Yukako Doi

Ayana Mimura

Yoshihiro Yamanishi

...

2024/4/11

Automatic generation of functional peptides with desired bioactivity and membrane permeability using Bayesian optimization.

Molecular Informatics

Yuki Matsukiyo

Itsuki Fukunaga

Kazuma Kaitoh

Yoshihiro Yamanishi

2024/1/5

Myocardial DNA damage predicts heart failure outcome in various underlying diseases

Heart Failure

Zhehao Dai

Toshiyuki Ko

Kanna Fujita

Seitaro Nomura

Yukari Uemura

...

2024/4/1

A community effort to discover small molecule SARS-CoV-2 inhibitors

Johannes Schimunek

Philipp Seidl

Katarina Elez

Tim Hempel

Tuan Le

...

2023/4/7

Elucidating disease-associated mechanisms triggered by pollutants via the epigenetic landscape using large-scale ChIP-Seq data

Epigenetics & Chromatin

Zhaonan Zou

Yuka Yoshimura

Yoshihiro Yamanishi

Shinya Oki

2023/9/25

Characterization of Immune Checkpoint Inhibitor–Induced Myasthenia Gravis Using the US Food and Drug Administration Adverse Event Reporting System

The Journal of Clinical Pharmacology

Takahiro Niimura

Yoshito Zamami

Koji Miyata

Takahisa Mikami

Mizuho Asada

...

2023/4

SpotGAN: A reverse-transformer GAN generates scaffold-constrained molecules with property optimization

Chen Li

Yoshihiro Yamanishi

2023/9/17

Mode Collapse Alleviation of Reinforcement Learning-based GANs in Drug Design

Zongli Jiang

Zhenbo Wang

Jinli Zhang

Man Wub

Chen Li

...

2023/12/5

A trial of topiramate for patients with hereditary spinocerebellar ataxia

Clinical Case Reports

Shiroh Miura

Ryusuke Sawada

Akiko Yorita

Hiroshi Kida

Takashi Kamada

...

2023/2

Design and structural optimization of thiadiazole derivatives with potent GLS1 inhibitory activity

Bioorganic & Medicinal Chemistry Letters

Takuya Okada

Kaho Yamabe

Michiko Jo

Yuko Sakajiri

Tomokazu Shibata

...

2023/9/1

EarlGAN: An enhanced actor–critic reinforcement learning agent-driven GAN for de novo drug design

Pattern Recognition Letters

Huidong Tang

Chen Li

Shuai Jiang

Huachong Yu

Sayaka Kamei

...

2023/11/1

Differential effects of proton pump inhibitors and vonoprazan on vascular endothelial growth factor expression in cancer cells

Drug Development Research

Rie Ando‐Matsuoka

Kenta Yagi

Mayu Takaoka

Yuko Sakajiri

Tomokazu Shibata

...

2023/2

De novo drug design based on patient gene expression profiles via deep learning

Molecular Informatics

Chikashige Yamanaka

Shunya Uki

Kazuma Kaitoh

Michio Iwata

Yoshihiro Yamanishi

2023/8

See List of Professors in Yoshihiro Yamanishi University(Kyushu Institute of Technology)