Zeyu Gao

About Zeyu Gao

Zeyu Gao, With an exceptional h-index of 8 and a recent h-index of 8 (since 2020), a distinguished researcher at Xi'an Jiaotong University, specializes in the field of deep learning, mechine learning, image processing, medical imaging, hyperspectral imaging.

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

PROMISE: A pre-trained knowledge-infused multimodal representation learning framework for medication recommendation

Multiple serous cavity effusion screening based on smear images using vision transformer

Accurate spatial quantification in computational pathology with multiple instance learning

MG-Trans: Multi-scale Graph Transformer with Information Bottleneck for Whole Slide Image Classification

A structure-aware hierarchical graph-based multiple instance learning framework for pt staging in histopathological image

Childhood leukemia classification via information bottleneck enhanced hierarchical multi-instance learning

Dual attention and patient similarity network for drug recommendation

Automated Small Kidney Cancer Detection in Non-Contrast Computed Tomography

Zeyu Gao Information

University

Position

P.H.D. student

Citations(all)

274

Citations(since 2020)

257

Cited By

60

hIndex(all)

8

hIndex(since 2020)

8

i10Index(all)

7

i10Index(since 2020)

7

Email

University Profile Page

Google Scholar

Zeyu Gao Skills & Research Interests

deep learning

mechine learning

image processing

medical imaging

hyperspectral imaging

Top articles of Zeyu Gao

Title

Journal

Author(s)

Publication Date

PROMISE: A pre-trained knowledge-infused multimodal representation learning framework for medication recommendation

Information Processing & Management

Jialun Wu

Xinyao Yu

Kai He

Zeyu Gao

Tieliang Gong

2024/7/1

Multiple serous cavity effusion screening based on smear images using vision transformer

Scientific Reports

Chunbao Wang

Xiangyu Wang

Zeyu Gao

Caihong Ran

Chen Li

...

2024/3/28

Accurate spatial quantification in computational pathology with multiple instance learning

medRxiv

Zeyu Gao

Anyu Mao

Yuxing Dong

Jialun Wu

Jiashuai Liu

...

2024

MG-Trans: Multi-scale Graph Transformer with Information Bottleneck for Whole Slide Image Classification

IEEE Transactions on Medical Imaging

Jiangbo Shi

Lufei Tang

Zeyu Gao

Yang Li

Chunbao Wang

...

2023/9/8

A structure-aware hierarchical graph-based multiple instance learning framework for pt staging in histopathological image

IEEE Transactions on Medical Imaging

Jiangbo Shi

Lufei Tang

Yang Li

Xianli Zhang

Zeyu Gao

...

2023/5/5

Childhood leukemia classification via information bottleneck enhanced hierarchical multi-instance learning

IEEE Transactions on Medical Imaging

Zeyu Gao

Anyu Mao

Kefei Wu

Yang Li

Liebin Zhao

...

2023/2/23

Dual attention and patient similarity network for drug recommendation

Bioinformatics

Jialun Wu

Yuxin Dong

Zeyu Gao

Tieliang Gong

Chen Li

2023/1/1

Automated Small Kidney Cancer Detection in Non-Contrast Computed Tomography

arXiv preprint arXiv:2312.05258

William McGough

Thomas Buddenkotte

Stephan Ursprung

Zeyu Gao

Grant Stewart

...

2023/11/24

A semi-supervised multi-task learning framework for cancer classification with weak annotation in whole-slide images

Medical Image Analysis

Zeyu Gao

Bangyang Hong

Yang Li

Xianli Zhang

Jialun Wu

...

2023/1/1

Uncertainty-based Model Acceleration for Cancer Classification in Whole-Slide Images

Zeyu Gao

Anyu Mao

Jialun Wu

Yang Li

Chunbao Wang

...

2022/12/6

Learning Representations from Local to Global for Fine-grained Patient Similarity Measuring in Intensive Care Unit

Xianli Zhang

Buyue Qian

Yang Li

Zeyu Gao

Chong Guan

...

2022/11/28

Leveraging multiple types of domain knowledge for safe and effective drug recommendation

Jialun Wu

Buyue Qian

Yang Li

Zeyu Gao

Meizhi Ju

...

2022/10/17

Unsupervised representation learning for tissue segmentation in histopathological images: From global to local contrast

IEEE Transactions on Medical Imaging

Zeyu Gao

Chang Jia

Yang Li

Xianli Zhang

Bangyang Hong

...

2022/7/15

HistoML, a markup language for representation and exchange of histopathological features in pathology images

Scientific Data

Peiliang Lou

Chunbao Wang

Ruifeng Guo

Lixia Yao

Guanjun Zhang

...

2022/7/8

Nuclei Grading of Clear Cell Renal Cell Carcinoma in Histopathological Image by Composite High-Resolution Network

Zeyu Gao

Jiangbo Shi

Xianli Zhang

Yang Li

Haichuan Zhang

...

2021/9/27

Meta mask correction for nuclei segmentation in histopathological image

Jiangbo Shi

Chang Jia

Zeyu Gao

Tieliang Gong

Chunbao Wang

...

2021/12/9

Bert-based meta-learning approach with looking back for sentiment analysis of literary book reviews

Hui Bao

Kai He

Xuemeng Yin

Xuanyu Li

Xinrui Bao

...

2021

Pimip: An open source platform for pathology information management and integration

Jialun Wu

Anyu Mao

Xinrui Bao

Haichuan Zhang

Zeyu Gao

...

2021/12/9

Instance-based vision transformer for subtyping of papillary renal cell carcinoma in histopathological image

Zeyu Gao

Bangyang Hong

Xianli Zhang

Yang Li

Chang Jia

...

2021

A precision diagnostic framework of renal cell carcinoma on whole-slide images using deep learning

Jialun Wu

Ruonan Zhang

Tieliang Gong

Xinrui Bao

Zeyu Gao

...

2021/12/9

See List of Professors in Zeyu Gao University(Xi'an Jiaotong University)

Co-Authors

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