Qinghua Huang

About Qinghua Huang

Qinghua Huang, With an exceptional h-index of 44 and a recent h-index of 31 (since 2020), a distinguished researcher at Northwestern Polytechnical University, specializes in the field of Medical imaging, Ultrasound, Pattern Recognition, Data mining.

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

Automatic extraction and measurement of ultrasonic muscle morphological parameters based on multi-stage fusion and segmentation

Employing Iterative Feature Selection in Fuzzy Rule-Based Binary Classification

Knowledge Pyramid: A Novel Hierarchical Reasoning Structure for Generalized Knowledge Augmentation and Inference

Robot-Assisted Autonomous Ultrasound Imaging for Carotid Artery

Fully automated diagnosis of thyroid nodule ultrasound using brain-inspired inference

Fully automatic spinal scanning and measurement based on multi-source vision information

Prediction of cervical lymph nodes recurrence after radiotherapy for early nasopharyngeal carcinoma via unsupervised diagnostic feature learning and supervised ensemble …

Classification of tumor in one single ultrasound image via a novel multi-view learning strategy

Qinghua Huang Information

University

Position

Professor of Biomedical Engineering

Citations(all)

5876

Citations(since 2020)

3765

Cited By

3272

hIndex(all)

44

hIndex(since 2020)

31

i10Index(all)

117

i10Index(since 2020)

86

Email

University Profile Page

Northwestern Polytechnical University

Google Scholar

View Google Scholar Profile

Qinghua Huang Skills & Research Interests

Medical imaging

Ultrasound

Pattern Recognition

Data mining

Top articles of Qinghua Huang

Title

Journal

Author(s)

Publication Date

Automatic extraction and measurement of ultrasonic muscle morphological parameters based on multi-stage fusion and segmentation

Ultrasonics

Mingxia Zhang

Liangrun Zhao

Xiaohan Wang

Wai Leung Ambrose Lo

Jun Wen

...

2024/2/1

Employing Iterative Feature Selection in Fuzzy Rule-Based Binary Classification

arXiv preprint arXiv:2401.16244

Haoning Li

Cong Wang#

Qinghua Huang

2024/1/26

Knowledge Pyramid: A Novel Hierarchical Reasoning Structure for Generalized Knowledge Augmentation and Inference

arXiv preprint arXiv:2401.09070

Qinghua Huang

Yongzhen Wang

2024/1/17

Robot-Assisted Autonomous Ultrasound Imaging for Carotid Artery

IEEE Transactions on Instrumentation and Measurement

Qinghua Huang

Bin Gao

Mingliang Wang

2024/1/15

Fully automated diagnosis of thyroid nodule ultrasound using brain-inspired inference

Neurocomputing

Guanghui Li

Qinghua Huang

Chunying Liu

Guanying Wang

Lingli Guo

...

2024/5/14

Fully automatic spinal scanning and measurement based on multi-source vision information

Measurement

Cui Yang

Mianjie Chen

Hao Xu

Jianyi Li

Qinghua Huang

2024/1/1

Prediction of cervical lymph nodes recurrence after radiotherapy for early nasopharyngeal carcinoma via unsupervised diagnostic feature learning and supervised ensemble …

Biomedical Signal Processing and Control

Zhenkun Lu

Haohan Wei

Fengyu Ye

Sheng Li

Qinghua Huang

2024/5/1

Classification of tumor in one single ultrasound image via a novel multi-view learning strategy

Pattern Recognition

Yaozhong Luo

Qinghua Huang

Longzhong Liu

2023/11/1

Deep Learning-powered biomedical photoacoustic imaging

Xiang Wei

Ting Feng

Qinghua Huang

Qian Chen

Chao Zuo

...

2023/12/29

Cancer omic data based explainable AI drug recommendation inference: A traceability perspective for explainability

Biomedical Signal Processing and Control

Jianing Xi

Dan Wang

Xuebing Yang

Wensheng Zhang

Qinghua Huang

2023/1/1

A review of deep learning segmentation methods for carotid artery ultrasound images

Qinghua Huang

Haozhe Tian

Lizhi Jia

Ziming Li

Zishu Zhou

2023/5/5

Fully Automated Interpretable Breast Ultrasound Assisted Diagnosis System

Dan Wang

Yongzhen Wang

Yingchen Wang

Longzhong Liu

Jiawei Li

...

2023/7/8

A novel image-to-knowledge inference approach for automatically diagnosing tumors

Expert Systems with Applications

Qinghua Huang

Dan Wang

Zhenkun Lu

Shichong Zhou

Jiawei Li

...

2023/11/1

PneumoLLM: Harnessing the Power of Large Language Model for Pneumoconiosis Diagnosis

arXiv preprint arXiv:2312.03490

Meiyue Song

Zhihua Yu

Jiaxin Wang

Jiarui Wang

Yuting Lu

...

2023/12/6

Two stages biclustering with three populations

Biomedical Signal Processing and Control

Jianjun Sun

Qinghua Huang

2023/1/1

Extraction of vascular wall in carotid ultrasound via a novel boundary-delineation network

Engineering Applications of Artificial Intelligence

Qinghua Huang

Lizhi Jia

Guanqing Ren

Xiaoyi Wang

Chunying Liu

2023/5/1

Fusion of Human Cognitive Knowledge and Machine Inference for Breast Cancer Detection

Dan Wang

Yingchen Wang

Yongzhen Wang

Longzhong Liu

Jiawei Li

...

2023/7/8

Review of robot-assisted medical ultrasound imaging systems: Technology and clinical applications

Neurocomputing

Qinghua Huang

Jiakang Zhou

ZhiJun Li

2023/11/28

Pseudo-Label Guided Structural Discriminative Subspace Learning for Unsupervised Feature Selection

IEEE Transactions on Neural Networks and Learning Systems

Zheng Wang

Yongjin Yuan

Rong Wang

Feiping Nie

Qinghua Huang

...

2023/10/6

NAG-Net: Nested attention-guided learning for segmentation of carotid lumen-intima interface and media-adventitia interface

Computers in Biology and Medicine

Qinghua Huang

Liangrun Zhao

Guanqing Ren

Xiaoyi Wang

Chunying Liu

...

2023/4/1

See List of Professors in Qinghua Huang University(Northwestern Polytechnical University)

Co-Authors

H-index: 61
Lianwen Jin

Lianwen Jin

South China University of Technology

H-index: 37
Jun Shi

Jun Shi

Shanghai University

H-index: 21
Jingyi Guo

Jingyi Guo

Columbia University in the City of New York

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