Guanglei Zhang

About Guanglei Zhang

Guanglei Zhang, With an exceptional h-index of 22 and a recent h-index of 20 (since 2020), a distinguished researcher at Beihang University, specializes in the field of Molecular Imaging, Image Reconstruction, Medical Image Analysis, Artificial Intelligence.

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

STP: Self-supervised transfer learning based on transformer for noninvasive blood pressure estimation using photoplethysmography

SI-ViT: Shuffle instance-based Vision Transformer for pancreatic cancer ROSE image classification

Microstructure and properties of high-entropy diboride composites prepared by pressureless sintering

Two-stage deep learning method for sparse-view fluorescence molecular tomography reconstruction

Radiomics feature analysis and model research for predicting histopathological subtypes of non‐small cell lung cancer on CT images: A multi‐dataset study

A Novel Feature Engineering Method Based on Latent Representation Learning for Radiomics: Application in NSCLC Subtype Classification

The model of electrified cell clusters in biological tissues basing on the resting potential difference

MultiTrans: Multi-scale feature fusion transformer with transfer learning strategy for multiple organs segmentation of head and neck CT images

Guanglei Zhang Information

University

Position

___

Citations(all)

1356

Citations(since 2020)

1088

Cited By

569

hIndex(all)

22

hIndex(since 2020)

20

i10Index(all)

34

i10Index(since 2020)

30

Email

University Profile Page

Google Scholar

Guanglei Zhang Skills & Research Interests

Molecular Imaging

Image Reconstruction

Medical Image Analysis

Artificial Intelligence

Top articles of Guanglei Zhang

STP: Self-supervised transfer learning based on transformer for noninvasive blood pressure estimation using photoplethysmography

Expert Systems with Applications

2024/3/21

SI-ViT: Shuffle instance-based Vision Transformer for pancreatic cancer ROSE image classification

Computer Methods and Programs in Biomedicine

2024/2/1

Microstructure and properties of high-entropy diboride composites prepared by pressureless sintering

Journal of Alloys and Compounds

2023/8/15

Jie Hu
Jie Hu

H-Index: 6

Guanglei Zhang
Guanglei Zhang

H-Index: 14

Gang Yu
Gang Yu

H-Index: 6

Two-stage deep learning method for sparse-view fluorescence molecular tomography reconstruction

JOSA A

2023/7/1

Xu Cao
Xu Cao

H-Index: 2

Lin Zhang
Lin Zhang

H-Index: 9

Guanglei Zhang
Guanglei Zhang

H-Index: 14

Radiomics feature analysis and model research for predicting histopathological subtypes of non‐small cell lung cancer on CT images: A multi‐dataset study

Medical physics

2023/7

A Novel Feature Engineering Method Based on Latent Representation Learning for Radiomics: Application in NSCLC Subtype Classification

IEEE Journal of Biomedical and Health Informatics

2023/6/27

The model of electrified cell clusters in biological tissues basing on the resting potential difference

Medicine in Novel Technology and Devices

2023/6/1

Huijie Wu
Huijie Wu

H-Index: 3

Guanglei Zhang
Guanglei Zhang

H-Index: 14

MultiTrans: Multi-scale feature fusion transformer with transfer learning strategy for multiple organs segmentation of head and neck CT images

Medicine in Novel Technology and Devices

2023/6/1

Objectives: To establish a multi-classification model for precisely predicting the invasiveness (pre-invasive adenocarcinoma, PIA; minimally invasive adenocarcinoma, MIA …

Epidemiology, screening and diagnosis of lung cancer

2023/5/8

Optical imaging in neuroscience and brain disease

Frontiers in Neuroscience

2023/4/4

Self-powered and wireless physiological monitoring system with integrated power supply and sensors

Nano Energy

2023/4/1

D2AFNet: A dual-domain attention cascade network for accurate and interpretable atrial fibrillation detection

Biomedical Signal Processing and Control

2023/4/1

Robust reconstruction of fluorescence molecular tomography based on adaptive adversarial learning strategy

Physics in Medicine & Biology

2023/2/10

D2-RecST: Dual-domain joint reconstruction strategy for fluorescence molecular tomography based on image domain and perception domain

Computer Methods and Programs in Biomedicine

2023/2/1

CellMix: A General Instance Relationship based Method for Data Augmentation Towards Pathology Image Classification

arXiv preprint arXiv:2301.11513

2023/1/27

MSHT: Multi-stage hybrid transformer for the ROSE image analysis of pancreatic cancer

IEEE Journal of Biomedical and Health Informatics

2023/1/4

Image restoration for blurry optical images caused by photon diffusion with deep learning

JOSA A

2023/1/1

SMART-BP: SEM-ResNet and Auto-Regressor Based on a Two-Stage Framework for Noninvasive Blood Pressure Measurement

IEEE Transactions on Instrumentation and Measurement

2023/12/14

PuzzleTuning: Explicitly Bridge Pathological and Natural Image with Puzzles

arXiv preprint arXiv:2311.06712

2023/11/12

CPIA Dataset: A Comprehensive Pathological Image Analysis Dataset for Self-supervised Learning Pre-training

arXiv preprint arXiv:2310.17902

2023/10/27

See List of Professors in Guanglei Zhang University(Beihang University)