Tao Song

Tao Song

China University of Petroleum

H-index: 38

Asia-China

About Tao Song

Tao Song, With an exceptional h-index of 38 and a recent h-index of 30 (since 2020), a distinguished researcher at China University of Petroleum, specializes in the field of Bio-computing, Bioinformatics.

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

A review of artificial intelligence in marine science

MulCNN: An efficient and accurate deep learning method based on gene embedding for cell type identification in single-cell RNA-seq data

Identifying potential small molecule–miRNA associations via Robust PCA based on γ-norm regularization

MARPPI: boosting prediction of protein–protein interactions with multi-scale architecture residual network

scTransSort: Transformers for intelligent annotation of cell types by gene embeddings

Artificial intelligence technology based on deep learning in digestive endoscopy imaging diagnosis

Tropical cyclone intensity probabilistic forecasting system based on deep learning

QuantumTox: Utilizing quantum chemistry with ensemble learning for molecular toxicity prediction

Tao Song Information

University

Position

Associate Professor Adjunct Associate Professer in Swinburne

Citations(all)

4780

Citations(since 2020)

2759

Cited By

2580

hIndex(all)

38

hIndex(since 2020)

30

i10Index(all)

84

i10Index(since 2020)

67

Email

University Profile Page

China University of Petroleum

Google Scholar

View Google Scholar Profile

Tao Song Skills & Research Interests

Bio-computing

Bioinformatics

Top articles of Tao Song

Title

Journal

Author(s)

Publication Date

A review of artificial intelligence in marine science

Tao Song

Cong Pang

Boyang Hou

Guangxu Xu

Junyu Xue

...

2023/2/16

MulCNN: An efficient and accurate deep learning method based on gene embedding for cell type identification in single-cell RNA-seq data

Frontiers in Genetics

Linfang Jiao

Yongqi Ren

Lulu Wang

Changnan Gao

Shuang Wang

...

2023/4/4

Identifying potential small molecule–miRNA associations via Robust PCA based on γ-norm regularization

Briefings in Bioinformatics

Shudong Wang

Chuanru Ren

Yulin Zhang

Yunyin Li

Shanchen Pang

...

2023/9

MARPPI: boosting prediction of protein–protein interactions with multi-scale architecture residual network

Briefings in Bioinformatics

Xue Li

Peifu Han

Wenqi Chen

Changnan Gao

Shuang Wang

...

2023/1

scTransSort: Transformers for intelligent annotation of cell types by gene embeddings

Biomolecules

Linfang Jiao

Gan Wang

Huanhuan Dai

Xue Li

Shuang Wang

...

2023/3/28

Artificial intelligence technology based on deep learning in digestive endoscopy imaging diagnosis

Personal and Ubiquitous Computing

Jinling Cheng

Tao Song

Zhi Liu

Lelai Zhou

Dianmin Sun

2023/6/1

Tropical cyclone intensity probabilistic forecasting system based on deep learning

International Journal of Intelligent Systems

Fan Meng

Kunlin Yang

Yichen Yao

Zhibin Wang

Tao Song

2023/3/18

QuantumTox: Utilizing quantum chemistry with ensemble learning for molecular toxicity prediction

Computers in Biology and Medicine

Xun Wang

Lulu Wang

Shuang Wang

Yongqi Ren

Wenqi Chen

...

2023/5/1

DNMG: Deep molecular generative model by fusion of 3D information for de novo drug design

Methods

Tao Song

Yongqi Ren

Shuang Wang

Peifu Han

Lulu Wang

...

2023/3/1

SDPNet: A Novel DeepLearning Method for Ocean Surface Current Prediction

Journal of Physics: Conference Series

Zhiyuan Zhang

Yan Yan

Zihe Wang

Tao Song

Jianping Yin

...

2023/5/1

EEMD-ConvLSTM: a model for short-term prediction of two-dimensional wind speed in the South China Sea

Applied Intelligence

Handan Sun

Tao Song

Ying Li

Kunlin Yang

Danya Xu

...

2023/12

Prediction of significant wave height based on EEMD and deep learning

Frontiers in Marine Science

Tao Song

Jiarong Wang

Jidong Huo

Wei Wei

Runsheng Han

...

2023/2/22

Probabilistic forecasting of tropical cyclones intensity using machine learning model

Environmental Research Letters

Fan Meng

Yichen Yao

Zhibin Wang

Shiqiu Peng

Danya Xu

...

2023/4/13

Interface-aware molecular generative framework for protein-protein interaction modulators

bioRxiv

Jianmin Wang

Jiashun Mao

Chunyan Li

Hongxin Xiang

Xun Wang

...

2023/10/10

A significant wave height prediction method based on deep learning combining the correlation between wind and wind waves

Frontiers in Marine Science

Tao Song

Runsheng Han

Fan Meng

Jiarong Wang

Wei Wei

...

2022/10/3

AMDE: a novel attention-mechanism-based multidimensional feature encoder for drug–drug interaction prediction

Briefings in Bioinformatics

Shanchen Pang

Ying Zhang

Tao Song

Xudong Zhang

Xun Wang

...

2022/1

Simulating tropical cyclone passive microwave rainfall imagery using infrared imagery via generative adversarial networks

IEEE Geoscience and Remote Sensing Letters

Fan Meng

Tao Song

Danya Xu

2022/2/18

SDNN-PPI: self-attention with deep neural network effect on protein-protein interaction prediction

BMC genomics

Xue Li

Peifu Han

Gan Wang

Wenqi Chen

Shuang Wang

...

2022/6/27

DCSE: Double-Channel-Siamese-Ensemble model for protein protein interaction prediction

BMC genomics

Wenqi Chen

Shuang Wang

Tao Song

Xue Li

Peifu Han

...

2022/8/4

Imgg: Integrating multiple single-cell datasets through connected graphs and generative adversarial networks

International Journal of Molecular Sciences

Xun Wang

Chaogang Zhang

Ying Zhang

Xiangyu Meng

Zhiyuan Zhang

...

2022/2/14

See List of Professors in Tao Song University(China University of Petroleum)

Co-Authors

H-index: 63
Mario J. Pérez-Jiménez

Mario J. Pérez-Jiménez

Universidad de Sevilla

H-index: 57
Xiangxiang Zeng

Xiangxiang Zeng

Hunan University

H-index: 56
Linqiang Pan

Linqiang Pan

Huazhong University of Science and Technology

H-index: 52
Jiuyong Li (李久永)

Jiuyong Li (李久永)

University of South Australia

H-index: 42
Zhihua CHEN

Zhihua CHEN

Huazhong University of Science and Technology

H-index: 31
Alfonso Rodríguez-Patón

Alfonso Rodríguez-Patón

Universidad Politécnica de Madrid

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