Yang Li

About Yang Li

Yang Li, With an exceptional h-index of 10 and a recent h-index of 10 (since 2020), a distinguished researcher at Xi'an Jiaotong University,

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

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

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

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

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

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

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

Context-aware and time-aware attention-based model for disease risk prediction with interpretability

Yang Li Information

University

Position

___

Citations(all)

435

Citations(since 2020)

435

Cited By

18

hIndex(all)

10

hIndex(since 2020)

10

i10Index(all)

11

i10Index(since 2020)

11

Email

University Profile Page

Google Scholar

Top articles of Yang Li

Title

Journal

Author(s)

Publication Date

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

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

Context-aware and time-aware attention-based model for disease risk prediction with interpretability

IEEE Transactions on Knowledge and Data Engineering

Xianli Zhang

Buyue Qian

Yang Li

Shilei Cao

Ian Davidson

2021/11/23

Learning robust patient representations from multi-modal electronic health records: a supervised deep learning approach

Xianli Zhang

Buyue Qian

Yang Li

Yang Liu

Xi Chen

...

2021

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

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

Towards Interpretability and Personalization: A Predictive Framework for Clinical Time-series Analysis

Yang Li

Xianli Zhang

Buyue Qian

Zeyu Gao

Chong Guan

...

2021/12/7

INPREM: An interpretable and trustworthy predictive model for healthcare

Xianli Zhang

Buyue Qian

Shilei Cao

Yang Li

Hang Chen

...

2020/8/23

Knowledge guided diagnosis prediction via graph spatial-temporal network

Yang Li

Buyue Qian

Xianli Zhang

Hui Liu

2020

Rethinking dice loss for medical image segmentation

Rongjian Zhao

Buyue Qian

Xianli Zhang

Yang Li

Rong Wei

...

2020/11/17

Graph neural network-based diagnosis prediction

Big Data

Yang Li

Buyue Qian

Xianli Zhang

Hui Liu

2020/10/1

See List of Professors in Yang Li University(Xi'an Jiaotong University)

Co-Authors

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